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11
Apr
2017

document analysis methodology

categories: qualitative research

document analysis – literature on the methodology

  • Bowen, G. A. (n.d.). Document Analysis as a Qualitative Research Method. Qualitative Research Journal, 9, 27–40.
    https://www.academia.edu/8434566/Document_Analysis_as_a_Qualitative_Research_Method
    Document analysis is a systematic procedure for reviewing or evaluating documents—both printed and electronic (computer-based and Internet-transmitted) material. Like other analytical methods in qualitative research, document analysis requires that data be examined and interpreted in order to elicit meaning, gain understanding, and develop empirical knowledge(Corbin&Strauss,2008;seealsoRapley,2007).
    Document analysis is often used in combination with other qualitative research methods as a means of triangulation—‘the combination of methodologies in the study of the same phenomenon’ (Denzin, 1970, p. 291)
    The qualitative researcher is expected to draw upon multiple (at least two) sources of evidence; that is, to seek convergence and corroboration through the use of different data sources and methods. Apart from documents, such sources include interviews, participant or non-participant observation, and physical artifacts (Yin,1994).By triangulating data, the researcher attempts to provide ‘a confluence of evidence that breeds credibility’ (Eisner, 1991, p. 110). By examining information collected through different methods, the researcher can corroborate findings across data sets and thus reduce the impact of potential biases that can exist in a single study. According to Patton (1990), triangulation helps the researcher guard against the accusation that a study’s findings are simply an artifact of a single method, a single source, or a single investigator’s bias. Mixed-method studies (which combine quantitative and qualitative research techniques)sometimes include document analysis. Here is an example: In their large-scale, three-year evaluation of regional educational service agencies (RESAs), Rossman and Wilson (1985) combined quantitative and qualitative methods—surveys (to collect quantitative data) and open ended, semi structured interviews with reviews of documents (as the primary sources of qualitative data). The document reviews were designed to identify the agencies that played a role in supporting school improvement programs.
  • Glenn A. Bowen, (2009) “Document Analysis as a Qualitative Research Method”, Qualitative Research Journal, Vol. 9 Issue: 2, pp.27-40, doi: 10.3316/QRJ0902027
    http://www.emeraldinsight.com/action/showCitFormats?doi=10.3316%2FQRJ0902027
  • Document Review and Analysis
    https://www.bcps.org/offices/lis/researchcourse/develop_docreview.html

Qualitative

  • Semiotics (studies the life of signs in society; seeks to understand the underlining messages in visual texts; forms basis for interpretive analysis)
  • Discourse Analysis (concerned with production of meaning through talk and texts; how people use language)
  • Interpretative Analysis (captures hidden meaning and ambiguity; looks at how messages are encoded or hidden; acutely aware of who the audience is)
  • Conversation Analysis (concerned with structures of talk in interaction and achievement of interaction)
  • Grounded Theory (inductive and interpretative; developing novel theoretical ideas based on the data)

Document Analysis
Document analysis is a form of qualitative research in which documents are interpreted by the researcher to give voice and meaning around an assessment topic. Analyzing documents incorporates coding content into themes similar to how focus group or interview transcripts are analyzed. A rubric can also be used to grade or score a document. There are three primary types of documents:

• Public Records: The official, ongoing records of an organization’s activities. Examples include student transcripts, mission statements, annual reports, policy manuals, student handbooks, strategic plans, and syllabi.

• Personal Documents: First-person accounts of an individual’s actions, experiences, and beliefs. Examples include calendars, e-mails, scrapbooks, blogs, Facebook posts, duty logs, incident reports, reflections/journals, and newspapers.

• Physical Evidence: Physical objects found within the study setting (often called artifacts). Examples include flyers, posters, agendas, handbooks, and training materials.

As with all research, how you collect and analyse the data should depend on what you want to find out. Since you haven’t told us that, it is difficult to give you any precise advice. However, one really important matter in using documents as sources, whatever the overall aim of your research, is that data from documents are very different from data from speech events such as interviews, or overheard conversations.So the first analytic question you need to ask with regard to documents is ‘how are these data shaped by documentary production ?’  Something which differentiates nearly all data from documents from speech data is that those who compose documents know what comes at the end while still able to alter the beginning; which gives far more opportunity for consideration of how the recepient of the utterances will view the provider; ie for more artful self-presentation. Apart from this however, analysing the way documentary practice shapes your data will depend on what these documents are: for example your question might turn out to be ‘How are news stories produced ?’ – if you are using news reports, or ‘What does this bureaucracy consider relevant information (and what not relevant and what unmentionable) ? if you are using completed proformas or internal reports from some organisation.

An analysis technique is just like a hardware tool. It depends where and with what you are working to choose the right one. For a nail you should use a hammer, and there are lots of types of hammers to choose, depending on the type of nail.

So, in order to tell you the bettet technique, it is important to know the objectives you intend to reach and the theoretical framework you are using. Perhaps, after that, We could tell you if you should use content analysis, discourse or grounded theory (which type of it as, like the hammer, there are several types of GTs).

written after Bowen (2009), but well chewed and digested.

1. Introduction: Qualitative vs. Quantitative Research?

excellent guide to the structure of a qualitative research

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more on qualitative research in this IMS blog
https://blog.stcloudstate.edu/ims?s=qualitative+research

01
Apr
2017

qualitative method research

categories: Digital literacy, educational technology, information technology, instructional technology

Cohort 7

By miltenoff | View this Toon at ToonDoo | Create your own Toon

Qualitative Method Research

quote

Data treatment and analysis

Because the questionnaire data comprised both Likert scales and open questions, they were analyzed quantitatively and qualitatively. Textual data (open responses) were qualitatively analyzed by coding: each segment (e.g. a group of words) was assigned to a semantic reference category, as systematically and rigorously as possible. For example, “Using an iPad in class really motivates me to learn” was assigned to the category “positive impact on motivation.” The qualitative analysis was performed using an adapted version of the approaches developed by L’Écuyer (1990) and Huberman and Miles (1991, 1994). Thus, we adopted a content analysis approach using QDAMiner software, which is widely used in qualitative research (see Fielding, 2012; Karsenti, Komis, Depover, & Collin, 2011). For the quantitative analysis, we used SPSS 22.0 software to conduct descriptive and inferential statistics. We also conducted inferential statistics to further explore the iPad’s role in teaching and learning, along with its motivational effect. The results will be presented in a subsequent report (Fievez, & Karsenti, 2013)

Fievez, A., & Karsenti, T. (2013). The iPad in Education: uses, benefits and challenges. A survey of 6057 students and 302 teachers in Quebec, Canada (p. 51). Canada Research Chair in Technologies in Education. Retrieved from https://www.academia.edu/5366978/The_iPad_in_Education_uses_benefits_and_challenges._A_survey_of_6057_students_and_302_teachers_in_Quebec_Canada

unquote

 The 20th century notion of conducting a qualitative research by an oral interview and then processing manually your results had triggered in the second half of the 20th century [sometimes] condescending attitudes by researchers from the exact sciences.
The reason was the advent of computing power in the second half of the 20th century, which allowed exact sciences to claim “scientific” and “data-based” results.
One of the statistical package, SPSS, is today widely known and considered a magnificent tools to bring solid statistically-based argumentation, which further perpetuates the superiority of quantitative over qualitative method.
At the same time, qualitative researchers continue to lag behind, mostly due to the inertia of their approach to qualitative analysis. Qualitative analysis continues to be processed in the olden ways. While there is nothing wrong with the “olden” ways, harnessing computational power can streamline the “olden ways” process and even present options, which the “human eye” sometimes misses.
Below are some suggestions, you may consider, when you embark on the path of qualitative research.
The Use of Qualitative Content Analysis in Case Study Research
Florian Kohlbacher
http://www.qualitative-research.net/index.php/fqs/article/view/75/153

excellent guide to the structure of a qualitative research

Palys, T., & Atchison, C. (2012). Qualitative Research in the Digital Era: Obstacles and Opportunities. International Journal Of Qualitative Methods, 11(4), 352-367.
http://login.libproxy.stcloudstate.edu/login?qurl=http%3a%2f%2fsearch.ebscohost.com%2flogin.aspx%3fdirect%3dtrue%26db%3dkeh%26AN%3d89171709%26site%3dehost-live%26scope%3dsite
Palys and Atchison (2012) present a compelling case to bring your qualitative research to the level of the quantitative research by using modern tools for qualitative analysis.
1. The authors correctly promote NVivo as the “jaguar’ of the qualitative research method tools. Be aware, however, about the existence of other “Geo Metro” tools, which, for your research, might achieve the same result (see bottom of this blog entry).
2. The authors promote a new type of approach to Chapter 2 doctoral dissertation and namely OCR-ing PDF articles (most of your literature as of 2017 is mostly either in PDF or electronic textual format) through applications such as
Abbyy Fine Reader, https://www.abbyy.com/en-us/finereader/
OmniPage,  http://www.nuance.com/for-individuals/by-product/omnipage/index.htm
Readirus http://www.irislink.com/EN-US/c1462/Readiris-16-for-Windows—OCR-Software.aspx
The text from the articles is processed either through NVIVO or related programs (see bottom of this blog entry). As the authors propose: ” This is immediately useful for literature review and proposal writing, and continues through the research design, data gathering, and analysis stages— where NVivo’s flexibility for many different sources of data (including audio, video, graphic, and text) are well known—of writing for publication” (p. 353).
In other words, you can try to wrap your head around huge amount of textual information, but you can also approach the task by a parallel process of processing the same text with a tool.
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Here are some suggestions for Computer Assisted / Aided Qualitative Data Analysis Software (CAQDAS) for a small and a large community applications):

– RQDA (the small one): http://rqda.r-forge.r-project.org/ (see on youtube the tutorials of Metin Caliskan); one active developper.
– GATE (the large one): http://gate.ac.uk/ | https://gate.ac.uk/download/

text mining: https://en.wikipedia.org/wiki/Text_mining
Text mining, also referred to as text data mining, roughly equivalent to text analytics, is the process of deriving high-quality information from text. High-quality information is typically derived through the devising of patterns and trends through means such as statistical pattern learning. Text mining usually involves the process of structuring the input text (usually parsing, along with the addition of some derived linguistic features and the removal of others, and subsequent insertion into a database), deriving patterns within the structured data, and finally evaluation and interpretation of the output.
https://ischool.syr.edu/infospace/2013/04/23/what-is-text-mining/
Qualitative data is descriptive data that cannot be measured in numbers and often includes qualities of appearance like color, texture, and textual description. Quantitative data is numerical, structured data that can be measured. However, there is often slippage between qualitative and quantitative categories. For example, a photograph might traditionally be considered “qualitative data” but when you break it down to the level of pixels, which can be measured.
word of caution, text mining doesn’t generate new facts and is not an end, in and of itself. The process is most useful when the data it generates can be further analyzed by a domain expert, who can bring additional knowledge for a more complete picture. Still, text mining creates new relationships and hypotheses for experts to explore further.

quick and easy:

intermediate:

advanced:

http://tidytextmining.com/

Introduction to GATE Developer  https://youtu.be/o5uhMF15vsA


 

use of RapidMiner:

https://rapidminer.com/pricing/

– Coding Analysis Toolkit (CAT) from University of Pittsburgh and University of Massachusetts
– Raven’s Eye is an online natural language ANALYSIS tool based
– ATLAS.TI
– XSIGTH

– QDA Miner: http://provalisresearch.com/products/qualitative-data-analysis-software/

There is also a free version called QDA Miner Lite with limited functionalities: http://provalisresearch.com/products/qualitative-data-analysis-software/freeware/

– MAXQDA

–  NVivo

– SPSS Text Analytics

– Kwalitan

– Transana (include video transcribing capability)

– XSight

– Nud*ist https://www.qsrinternational.com/

(Cited from: https://www.researchgate.net/post/Are_there_any_open-source_alternatives_to_Nvivo [accessed Apr 1, 2017].

– OdinText

– IBM Watson Conversation
– IBM Watson Text to Speech
– Google Translate API
– MeTA
– LingPipe
– NLP4J
– Timbl
– Colibri Core
– CRF++
– Frog
– Ucto
– CRFsuite

– FoLiA
– PyNLPl
– openNLP
– NLP Compromise
– MALLET
Cited from: https://www.g2crowd.com/products/nvivo/competitors/alternatives [accessed April 1, 2017
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http://www.socresonline.org.uk/3/3/4.html
Christine A. Barry (1998) ‘Choosing Qualitative Data Analysis Software: Atlas/ti and Nudist Compared’
Sociological Research Online, vol. 3, no. 3, <http://www.socresonline.org.uk/3/3/4.html&gt;

Pros and Cons of Computer Assisted Qualitative Data Analysis Software

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more on quantitative research:

Asamoah, D. A., Sharda, R., Hassan Zadeh, A., & Kalgotra, P. (2017). Preparing a Data Scientist: A Pedagogic Experience in Designing a Big Data Analytics Course. Decision Sciences Journal of Innovative Education, 15(2), 161–190. https://doi.org/10.1111/dsji.12125
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literature on quantitative research:
Borgman, C. L. (2015). Big Data, Little Data, No Data: Scholarship in the Networked World. MIT Press. https://mplus.mnpals.net/vufind/Record/ebr4_1006438
St. Cloud State University MC Main Collection – 2nd floor AZ195 .B66 2015
p. 161 Data scholarship in the Humanities
p. 166 When Are Data?
Philip Chen, C. L., & Zhang, C.-Y. (2014). Data-intensive applications, challenges, techniques and technologies: A survey on Big Data. Information Sciences, 275(Supplement C), 314–347. https://doi.org/10.1016/j.ins.2014.01.015
21
Mar
2017

digital humanities for librarians

categories: Digital literacy, information technology

Introduction to Digital Humanities for Librarians

Instructor: John Russell Dates: April 3rd to 28th, 2017 Credits: 1.5 CEUs Price: $175

http://libraryjuiceacademy.com/112-digital-humanities.php

Digital humanities (DH) has been heralded as the next big thing in humanities scholarship and universities have been creating initiatives and new positions in this field. Libraries, too, have moved to create a presence in the digital humanities community, setting up centers and hiring librarians to staff them. This course is designed as an introduction for librarians or library school students who have little or no exposure to DH and wish to be better positioned to offer DH support or services in a library setting. Participants will read and discuss DH scholarship, learn about frequently-used software, and think about why and how libraries and librarians engage DH. While I will encourage participants to explore more complex computing approaches (and I will support those who do as best I can), this course does not presuppose computing skills such as programming or use of the command line and will not ask participants to do much more than upload files to websites or install and use simple programs. Participants should have an interest and background in humanities scholarship and humanities librarianship and while the readings will focus on activities in the United States, our discussions can be more geographically wide-ranging.

Objectives:

– A basic knowledge of what digital humanities is and how it effects scholarship in the humanities disciplines.

– Exposure to core tools and approaches used by digital humanists.

– An understanding of how libraries and librarians have been involved with digital humanities.

– Critical engagement with the role of librarians and libraries in digital humanities.

This class has a follow-up, Introduction to Text Encoding

http://libraryjuiceacademy.com/133-text-encoding.php

John Russell is the Associate Director of the Center for Humanities and Information at Pennsylvania State University. He has been actively involved in digital humanities projects, primarily related to text encoding, and has taught courses and workshops on digital humanities methods, including “Introduction to Digital Humanities for Librarians.”

Read an interview with John Russell about this class:

http://libraryjuiceacademy.com/news/?p=769

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more on digital humanities in this IMS blog
https://blog.stcloudstate.edu/ims?s=digital+humanities

22
Feb
2017

Virtual Augmented Mixed Reality

categories: Bring Your Own Device BYOD

11 Ed Tech Trends to Watch in 2017
Five higher ed leaders analyze the hottest trends in education technology this year.

http://pdf.101com.com/CampusTech/2017/701921020/CAM_1702DG.pdf

new forms of human-computer interaction (HCI) such as augmented reality (AR),virtual reality (VR) and mixed reality (MR).
p. 21
combining AR/VR/MR with cognitive computing and artificial intelligence (AI) technologies (such as machine learning, deep learning, natural language processing and chatbots).
Some thought-provoking questions include:
  • Will remote workers be able to be seen and interacted with via their holograms (i.e., attending their meetings virtually)? What would this mean for remote learners?
  • Will our smartphones increasingly allow us to see information overlaid on the real world? (Think Pokémon Go, but putting that sort of technology into a vast array of different applications, many of which could be educational in nature)
  • How do/will these new forms of HCI impact how we design our learning spaces?
  • Will students be able to pick their preferred learning setting (i.e., studying by a brook or stream or in a virtual Starbucks-like atmosphere)?
  • Will more devices/platforms be developed that combine the power of AI with VR/AR/MR-related experiences? For example, will students be able to issue a verbal question or command to be able to see and experience walking around ancient Rome?
  • Will there be many new types of learning experiences,like what Microsoft was able to achieve in its collaboration with Case Western Reserve University [OH]? Its HoloLens product transforms the way human anatomy can be taught.

p. 22 Extensive costs for VR design and development drive the need for collaborative efforts.

Case Western Reserve University, demonstrates a collaboration with the Cleveland Clinic and Microsoft to create active multi-dimensional learning using holography.

the development of more affordable high-quality virtual reality solutions.

AR game developed by the Salzburg University of Applied Sciences [Austria] (http://www.fh-salzburg.ac.at/en/) that teaches  about sustainability, the environment and living green.
Whether using AR for a gamified course or to acclimate new students to campus, the trend will continue into 2017.

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15 Tech Tool Favorites From ISTE 2016

list of resources that can help educators find what they need

Google Expeditions
This virtual reality field trip tool works in conjunction with Google Cardboard and has just been officially released. The app allows teachers to guide students through an exploration of 200 (and growing) historical sites and natural resources in an immersive, three-dimensional experience. The app only works on Android devices and is free.

Flippity
This app works in conjunction with Google Sheets and allows teachers to easily make a Jeopardy-style game.

Google Science Journal
This Android app allows users to do science experiments with mobile phones. Students can use sensors in the phone or connect external sensors to collect data, but can also take notes on observations, analyze and annotate within the app.

Google Cast
This simple app solves issues of disparate devices in the classroom. When students download the app, they can project from their devices onto the screen at the front of the room easily. “You don’t have to have specific hardware, you just have to have Wi-Fi,”

Constitute
This site hosts a database of constitutions from around the world. Anything digitally available has been aggregated here. It is searchable by topic and will pull out specific excerpts related to search terms like “freedom of speech.”

YouTube
a database of YouTube Channels by subject to help educators with discoverability (hint subjects are by tab along the bottom of the document).

Zygote Body
This freemium tool has a lot of functionality in the free version, allowing students to view different parts of human anatomy and dig into how various body systems work.
Pixlr
This app has less power than Photoshop, but is free and fairly sophisticated. It works directly with Google accounts, so students can store files there.
uild With Chrome
This extension to the Chrome browser lets kids play with digital blocks like Legos. Based on the computer’s IP address, the software assigns users a plot of land on which to build nearby. There’s a Build Academy to learn how to use the various tools within the program, but then students can make whatever they want.
Google CS First
Built on Scratch’s programming language, this easy tool gives step-by-step instructions to get started and is great for the hesitant teacher who is just beginning to dip a toe into coding.
several posters about Google Apps For Education that are available to anyone for free

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More on VR in this IMS bloghttps://blog.stcloudstate.edu/ims?s=virtual+reality

26
Jan
2017

VR in education

categories: Bring Your Own Device BYOD, Digital literacy, educational technology, gamification, gaming, hybrid learning, information technology, instructional technology, mobile learning

5 ways virtual reality is being used in education right now

By Meris Stansbury, Managing Editor, @eSN_Meris
October 17th, 2016
http://www.eschoolnews.com/2016/10/17/5-ways-virtual-reality-used-education-right-now/
Stansbury, M. (2016, October 17). 5 ways virtual reality is being used in education right now. Retrieved January 26, 2017, from http://www.eschoolnews.com/2016/10/17/5-ways-virtual-reality-used-education-right-now/
A new survey from Extreme Networks aimed to answer this question by polling nearly 350 schools within higher ed and K-12. According to the results, 23 percent of respondents have tested VR, while 77 percent have not (40 percent of schools polled still aren’t sure if they’ll use the technology in the future). Meaning that although virtual reality has an important and growing role in education, it may take several years to get all institutions on board.
The survey notes that one challenge to implementation is that nearly two-thirds of schools are “somewhat or not sure” their IT infrastructure can currently support VR technology.
Respondents also had concerns about the lack of VR content available, as well as a lack of student resources, with 43 percent of respondents saying that VR is too expensive or difficult to implement. However, one respondent is taking this approach to providing VR to students at low or no cost: “We are putting out a call for old smartphone donations in our [community for those] who no longer need them. With the donations, we’re making sets of Google Cardboard and phones to create traveling VR stations for classes in all of our buildings.”
1. For new research: According to the Wall Street Journal, Professor Jeremy Bailenson, founding director of the Virtual Reality Human Interaction Lab at Stanford University, is using a state-of-the-art “haptic” floor of aeronautic metal that vibrates and moves to stimulate the physical world for research on how VR has the potential to change the way users feel and behave. For example, spending time flying around the world like Superman in virtual reality has been shown to increase participants’ altruistic actions outside of the lab. There may also be implications for confronting racism, sexism, and aiding in empathy and humanitarian efforts, says Bailenson. (see more in about empathy and VR in this IMS blog: https://blog.stcloudstate.edu/ims/2015/11/18/immersive-journalism/)
2. For coding and 3D design:
a class on virtual reality that gives students the opportunity to design their own interactive world, work with 3D audio and experiment with immersive technology through a combination of hands-on learning and case studies. Also, the University of Georgia is offering similar classes where students design and explore applications for VR.
3. For anatomy and dissection:
4. For engagement: A whopping 68 percent of survey respondents said the major benefit of using VR in education is to excite students about the subject matter. 39 percent said it’s great for encouraging creativity.
5. For field trips: Google has eliminated restrictions on Expeditions, their VR field trips program.

VR and education

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Devaney, L. (2016). Teachers say virtual reality would boost engagement. Retrieved from http://www.eschoolnews.com/2016/07/26/teachers-say-virtual-reality-would-boost-engagement/

July 26th, 2016

Sixty percent of surveyed teachers said they would like virtual reality to become a part of their students’ learning experience, according to the study from Samsung Electronics America, Inc. and GfK.

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Virtual reality helping Calif. students overcome learning barriers | eSchool News. (2016, June). Retrieved January 26, 2017, from http://www.eschoolnews.com/2016/06/21/virtual-reality-helping-calif-students-overcome-learning-barriers/

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more on VR in education in this IMS blog
https://blog.stcloudstate.edu/ims?s=virtual+reality

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04
Dec
2016

computers in library conference

categories: announcement, Digital literacy, media literacy, Millennials, social media, technology literacy

computers in libraries conference

March 28-30 preconference workshops March 27 hyatt regency crystal city
arlington, va
http://conferences.infotoday.com/documents/221/CIL2017-Advance-Program.pdf

W5: Want Media Coverage? Add Press Room to Your Website

9:00 a.m. – 12:00 p.m.

Kathy Dempsey, Editor, Marketing Library Services newsletter Owner, Libraries Are Essential consultancy

Library marketers crave media attention and coverage, but most don’t know how to get it. The first step is having a Press Room as part of your library’s website. This workshop, led by a member of the media who’s also a library marketing expert, shows you how to build a Press Room that works. It includes how your library benefits from having an online Press Room, even if you don’t have a marketing department; where it belongs in your website hierarchy; what content members of the press expect to find there; SEO basics and PR tactics to lead reporters to your online Press Room; why building relationships with the media is vital; how press coverage affects your library’s usage, funding, brand recognition, and position in the community. Help ensure positive coverage by adding this strategic tool to your website.

W8: Video: Hands-On Learning & Practice

9:00 a.m. – 12:00 p.m.

Jennifer E. Burke, President, IntelliCraft Research, LLC

In this half-day workshop, a former advertising executive and trainer of strategic storytelling in marketing shares secrets on how to create video that has an impact on your community. Join her to shoot, edit, and polish a video while gathering tips, techniques, and strategies to create your own video-a medium which grabs communities in exciting new ways!

W10: Implementing an Internet of Things Infrastructure & Apps

9:00 a.m. – 12:00 p.m.

May Chang, Assistant Director, LibraryTechnology, East Carolina University
Mehdi Mohammadi, Graduate Assistant, Western Michigan University

The Internet of Things (IoT) is becoming widespread in academia as well as industry. It refers to connecting smart objects with built-in unique identifiers and sensors to communicate with each other autonomously. This enables actionable insights and ultimately makes the environment around us smarter. This workshop looks at how libraries can incorporate the IoT and reviews different aspects of developing an IoT infrastructure and creating your own application. It is based on four layers of IoT application architecture: the physical layer, the communications layer, application and services layer, and data analytics. Speakers discuss the potentials and challenges of IoT applications, including the footprint of IoT applications, i.e., a high volume of sensory data, the tools and methods for data analytics. As a case study, they focus on location-aware applications using iBeacons and smartphone sensors to show how all the IoT elements work together. Gain a better understanding of the usefulness of IoT in libraries, learn the main elements and underlying technologies of IoT applications, and understand the difference between a wide range of IoT devices, protocols and technologies to choose the right ones for your IoT application. Get budget and resource estimates and more. Come with a basic understanding of JavaScript/ HTML5/ CSS and your laptop for hands-on development practice. An instruction document will be provided for the attendees to prepare their system before the workshop.

W15: Tech Trends for Libraries in 2017 & Beyond

1:00 p.m. – 4:00 p.m.

David Lee King, Digital Services Director, Topeka & Shawnee County Public Library and Publisher, davidleeking.com

Technology has changed the face of libraries and is continuing to change how we work and how we deliver services to customers. This workshop introduces emerging technology trends and shows how those trends are reshaping library services. Examples are provided of how to incorporate these evolving trends into libraries. Attendees learn what trends to look for, find out the difference between a technology trend and a fad, and get ideas on how their library can respond to technology as it emerges.

 

W16: UX Design for Broader Discovery

1:00 p.m. – 4:00 p.m.

Stephanie Rosso, Principal Web Developer, Hennepin County Library
Amy Luedtke, Senior Librarian, Information Programs and Services, Hennepin County Library
Iain Lowe, BiblioCommons Inc.

While patrons have embraced using online technology to access their public library, most of these interactions are limited to borrowing transactions. If libraries are to be truly relevant in the digital world, we need to nudge patrons out of the well-worn pattern of log-in/transact /log-out and find ways to get them to linger long enough to discover the richness the library has to offer beyond borrowing items, while offering them opportunities to add their own voice to the library’s online community. This workshop explores design patterns and techniques for introducing content to patrons at appropriate moments in their learned workflows. It considers how to encourage patrons to add their voice to the library community and overcome concerns about privacy and security. It shares research and experience from BiblioCommons and Hennepin County Public Library’s efforts and looks at analogs from other domains. Workshop participants will be asked to participate actively in a hands-on session to solve a specific design challenge in teams.

My note: Ha. Even the public library understands that service goes beyond “borrowing items” and must have “patrons to add their voice.” Only in the academic library, prevails the opinion that librarians are those omnipotent and all-knowing lecturing types.

B103: Website Redesign: Techniques & Tools

1:15 p.m. – 2:00 p.m.

Dana Haugh, Web Services Librarian, Stony Brook University
Roy Degler, Associate Professor, Digital Library Services, Digital Resources and Discovery Services, Oklahoma State University
Emily R Mitchell, Librarian / Webmaster, SUNY Oswego

Join three web experts to learn about tips, tools, and techniques for taking the pain out of website redesigns. Haugh provides advice on the visual design of your next site and shows some examples of library web redesigns. Degler takes a look at why many libraries are using popular, free, CSS-based frameworks such as Bootstrap; explains how the grid layout works; and shows how the built-in responsive design layouts can deliver a site that works on desktop, smartphones, and tablets. Often the biggest challenge in redesign isn’t the visual design, content management system or coding. It’s the people and politics. Everyone thinks they know what the library website should look like, but no two people—let alone groups—can ever agree. How do you move ahead with a library redesign when you’re facing conflicting demands from the administration, co-workers, users, and stakeholders? Mitchell tackles this challenge head on and points out the weapons that we have at hand—from data to documentation; and discusses how to wield those weapons effectively to win (almost) any fight in order to build a great website. Grab lots of insights and ideas from this experienced panel.

C102: Digital Literacy & Coding Program Models

11:15 a.m. – 12:00 p.m.

Karen Walker, E-Services & Digital Access Manager, Jacksonville Public Library
Brandy McNeil, Associate Director – Tech Education & Training, The New York Public Library
Steven Deolus, Technology Training Program Coordinator, TechConnect (Technology Training Program Department), The New York Public Library

This session looks at how one library created a technology class and programming model that spans a 21-branch, 844-square-mile library system. It discusses mobile classrooms and how Chromebooks, MacBooks, tablets, and other equipment are used to create “classrooms” throughout the system. It shares how the library is focusing on members and programming for the community, for instance, the development of Spanish language, 50+ and immigrant/refugee programming. It looks at developing new programs and instructors using the 3D model from printer to pens, from tablets to coding, from core expertise to everyone. NYPL speakers discuss how coding is the new black! They discuss how to launch a coding program at your library, how to expand the age range of current coding programs, how to promote events related to your program to gain participants, how to get staff buy-in, how to educate staff, and how to create partnerships with some of the biggest names in the game. The NYPL Tech- Connect program will help you plan out all your needs to take your existing or non-existing coding programs further.

My note: one more proof that digital literacy is not “information literacy dressed in the new verbal cloth” of “digital literacy,” but entails way more topics, skills and knowledge. Information Literacy is a 1990s concept. Time to upgrade to 2016 concepts and recognize that digital literacy requires skills beyond handling information. Moreover, information today is way more complex then the skills being taught, since information from social media is more complex then information from news media and it entails technology skills, which one does not have to preside upon for handling news media

E104: From Textbook to Activism: Engaging Students in Social Issues They Care About

2:15 p.m. – 3:00 p.m.

Janie Pickett, Head Librarian, Eureka High School, Eureka, Mo.
Anna Gray, Social Studies Teacher, Eureka High School, Eureka, Mo.

recent collaborative effort between a high school social studies teacher and a school librarian transformed a “same-old” unit on social movements in the 20th century into a dynamic study of effective social activism—and how students can become effective activists. Using both primary and secondary resources, students learned to analyze social issues, then to identify the type of activism that proved effective for those issues. Next, students selected social situations important to them, analyzed the changes they sought to effect, and determined a means of activism to effect that change in practical—and often surprising—ways. The project’s design and implementation is straightforward and replicable. This session provides concrete steps to follow, specific patterns for locating learning resources, and reproducible forms that educators can carry back to their own campuses.

B202: Managing Tech & Innovation

11:45 a.m. – 12:30 p.m.

Jen Baum Sevec, Senior Metadata and Acquisitions Librarian, Library Of Congress
Brett Williams, Systems & Liaison Librarian, University of Toronto Mississauga

Sevec offers leaders at any level the opportunity to up their game by learning current management strategies for technology and innovation. Library leaders and constituents engage in the nearly constant interplay of enabling technology and innovations to explore a wealth of information and greater depth of data in the Information Age. A framework for managing this interplay is provided as well as an understanding of the dynamic lifecycle inherent in technological innovations and constituent demands. Williams provides an introduction to Wardley Value Chain Mapping, an innovative IT planning processes discussed by Simon Wardley on his blog Bits and Pieces. He shares specific examples of how this tool can be used by systems librarians, library administrators, and library IT decision makers.

B203: Finding Your Social Media Voice

1:45 p.m. – 2:30 p.m.

Meghan Kowalski, Head, Preservation, The Catholic University of America
Kirsten Mentzer, Technology Specialist, Northern Virginia Community College’s Medical Education Campus
Alexandra Radocchia Zealand, Web Editor, New Media Developer and Video Producer, Web Team, Arlington Public Library PLA, VLA, ALA, LLAMA
Lennea R. Bower, Program Specialist, Virtual Services, Montgomery County Public Libraries

This session provides an in-depth look at how to speak in social media. Each institution and organization’s social media accounts has a personality. How you say something is just as important as what you say and why you say it. Your voice on social media says a lot to your followers. If done well, your tone will help to attract and keep an audience. The wrong kind of voice will turn people away. Finding the right voice can be difficult and involves a lot of trial and error. Speakers provide tips for finding the right voice and presenting the best personality for your intended followers. Social media is no longer the “new kid on the block,” and the panel highlights the best ways to communicate content, being real, tone, and more. They showcase what kinds of tones can be used and how to find the “real voice” for your accounts, why those voices are (or are not) successful for those accounts; and how to make your chosen voice sustainable and consistent across your accounts.

C203: Migrating & Developing With Drupal

1:45 p.m. – 2:30 p.m.

June Yang, Senior Librarian, International Monetary Fund
Linda Venable, Systems Librarian, International Monetary Fund
Elizabeth Zoby, Information Specialist, PAE, National Institute of Corrections (NIC)
Billy Mathews, Web Developer, PAE, National Institute of Corrections (NIC)

Migrating to a new ILS system is not easy, and it is even more challenging when faced with a very tight deadline. Presenters share the recent experience of migrating from SirsiDynix Symphony to Alma within 5 months: what worked, what didn’t, lessons learned, and what to prepare in advance of the migration. They also share some insight about post migration work related to data cleanup, workflows review, etc. Zoby and Mathews share their development of the NIC micro-sites using Drupal, an open-source content management software, to create dynamic websites that make accessing material easy and user-friendly. Instead of having to download and shift through large PDF documents, users can access the content on easily searchable websites which can be edited by authorized users. See how the NIC Information Center is using these sites to help customers and the public access information in innovative ways.

D202: Funding Opps for Digital Library Initiatives

11:45 a.m. – 12:30 p.m.

Trevor Owens, Digital Archivist, Office of Strategic Initiatives, Library Of Congress
Nicole Ferraiolo, Program Officer, Scholarly Resources, Council on Library & Information Resources
Joel Wurl, Senior Program Officer, National Endowment for the Humanities

Discovering and deciphering guidelines for grant programs is a daunting and challenging process. This session provides an opportunity to directly hear from and ask questions about grant opportunities for digital libraries’ initiatives to program officers from different government and private funders. Following brief overviews of the relevant funding opportunities at their organizations, panelists discuss the kinds of projects that best fit their specific programs. Get suggestions on how to develop a competitive proposal and insights on the application and review process. Panelists consider themes and trends from the digital library projects that have received funding, such as digitization, open educational resources, linked data, crowdsourcing, open access publishing, emulation and virtualization, and data visualization. By bringing together representatives from different funders, this session offers a unique opportunity to connect directly with program officers and identify new opportunities and approaches for funding.

A301: Augmented Reality & Learning

10:45 a.m. – 11:30 a.m.

Ashley Todd-Diaz, Head, Special Collections & University Archives, Towson University
Earl Givens, Head, Systems & Technology, Catawba College
Art Gutierrez, Head, Technical Services, Emporia State University
Bethanie O’Dell, Virtual Learning Librarian, Emporia State University

Just when you thought the battle of augmented reality (AR) was over with Pokémon GO, libraries across the nation have been exploring additional AR options in order to meet the needs of the mobile learners walking through their doors. With the use of free AR software, four individuals team up to become the ultimate masters of AR. Hear from a panel of closely networked professionals, each with a unique story of embedding AR into specific library services directed for higher education. These stories range from embedding AR with liaison departments to incorporating AR into information literacy sessions (both online and face-to-face).

A304: Multimodal Learning: From Textbooks to Playlists

2:45 p.m. – 3:30 p.m.

Laurie Burruss, Professor, Pasadena City College

Colleges, universities, and libraries are considering adding video making, or visual literacy, as a core skill. Preparing individuals for a highly visual communication landscape requires critical thinking to offset consumerism as well as multimodal learning and cognitive skills. Researching, creating, and sharing video playlists are important ways to create personalized learning pathways and promote continuous learning. Explore a number of case studies that demonstrate the positive learning outcomes of multimodal learning in academic and corporate settings and discover how to create playlists that can be annotated, edited, and shared across teams.

B304: Raspberry Pi

2:45 p.m. – 3:30 p.m.

David Bennett, Systems Librarian, Robert Morris University

Raspberry Pi is an inexpensive computing tool that is ideal for new projects within libraries. It’s a powerful single board computer that plays high-definition video, yet it’s only the size of a credit card. The Raspberry Pi 3 was released in February of 2016, and the built-in networking options make it an exciting fit for library applications. Learn how Raspberry Pi can be used as a people counter, a dedicated OPAC, a social media tool, and more.

D302: Upping Our “Gamification”: Speaking Millennials’ Language

11:45 a.m. – 12:30 p.m.

David Folmar, Emerging Technology Librarian, Main Branch, Richmond Public Library Author, Game It Up! Using Gamification to Incentivize Your Library

Be tech-smart and culture-savvy by using game-design thinking and gaming activities to connect with current users in a fun way and draw in new ones. Hear from a library communicator who literally wrote the book on this topic. Online games are incredibly popular; libraries, book apps, and learning institutions are leveraging this to bring in new audiences and engage with existing ones in new ways. Why are they doing this, what is the benefit, and how do you make it work to promote your library? Get the answers here!

D303: Library Story in Video

1:45 p.m. – 2:30 p.m.

Jennifer E. Burke, President, IntelliCraft Research, LLC

Video is a powerful, emotional storytelling medium that plays well in social media, and its use is still fast-growing. Video can spread your library’s story, and you can do it without hiring an expensive pro. A tech-savvy info pro shares basic video facts, along with her favorite tools, tips, and techniques that almost anyone can use for creating short, compelling videos to promote library services, staffers, and resources.

My note: my mouth ran dry to repeat this to the SCSU library. In vain. 1. make a low-cost social-media type of movie of 30 sec each week/month. 2. post on a prominent place on the library web page. 3. Have web form harvest info from patrons on the issu[s] reflected in the video 4. mirror video on the social media 5. aim as ultimate goal patrons (students, faculty, staff) furbishing the video footage instead of library staff
Why is it soooo difficult to comprehend?

E302: Zero to Maker: Invention Literacy & Mobile Memory Lab

11:45 a.m. – 12:30 p.m.

Dominique China, Information Services Librarian, Brampton Library
Colleen Dearborn, Adult Services Librarian, Alsip-Merrionette Park Library, Alsip, Ill.

Invention literacy is not just about understanding how a thing is made or how it works; it is also the ability to use that knowledge to bring one’s own ideas into reality. China gives examples of how one public library is empowering children, teens, and adults to become “invention-literate” through its maker programming. Find out how a combination of high- and low-tech equipment, safe and accessible learning environments, and a unique community partnership is nurturing invention, creative confidence, innovation, and entrepreneurship. Sparked by the CIL 2016 Hawkins and Mears talk about personal digital archiving and the DCPL Memory Lab, Dearborn shares her library’s inexpensive journey to create a mobile memory lab program. She discusses the acquisition of equipment and technology, the demo classes, lesson plans about personal archiving, outreach to other community organizations, and providing classes on related topics, such as saving and uploading images, backing up files and using cloud storage, writing and self-publishing memoirs, conducting oral interviews with veterans and other family memories, coding and saving memories on a website, etc. Future plans include digitizing local history documents, a community website with links to these documents, as well as to our patrons’ digitized images, videos, interviews and memoirs.

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more on technology in library in this IMS blog
https://blog.stcloudstate.edu/ims?s=technology+library

02
Nov
2016

digititorium 2017

categories: announcement

Digitorium 2017

The conference welcomes proposals for papers and interactive presentations about research or teaching approaches using digital methods. For the first time in 2017, Digitorium also seeks to provide training opportunities for scholars of all levels keen to learn new digital techniques to advance their work, whether by learning a new digital mapping tool, discovering simple ways of visualizing research findings, using computers to conduct large-scale qualitative research, or experimenting with big data approaches at your desktop. There will be a stream of hands-on workshops running throughout the conference enabling participants both to share their own work, and also to expand their portfolio.

Digitorium 2017 will take place from Thursday 2nd to Saturday 4th March, and again, our primary focus is on digital methods, as this has provided fertile ground for interdisciplinary conversations to grow. There will be “tracks” through the conference based on: methods; early modern studies; American studies; and digital pedagogy. We welcome presentations on any topics engaging digital methods for scholarly purposes, whether for research, teaching, or community projects.

In 2017, the conference is expanding once more to offer not only multiple plenary sessions, panels, papers, and roundtables, but also a concerted series of workshops offering training for delegates in a variety of Digital Humanities techniques for research and teaching, from mapping to text encoding, digital data analysis, and more, to support enhanced professional development opportunities at the conference for faculty, staff, and graduate students.

This year, we are proud to present two plenary sessions and our first-ever plenary hackathon! Professor Scott Gwara (Univ. of South Carolina) will be presenting on MS-Link, a database that he created reunifying scattered manuscripts into full digital codices. Additionally, joint principal investigators of the Isabella D’Este Archive (IDEA) Project, Professor Anne MacNeil (Univ. of North Carolina at Chapel Hill) and Professor Deanna Shemek (Univ. of California Santa Cruz) will be presenting their work on a digital archive uniting music, letters, and ceramics, and will lead our first live hackathon, engaging participants in the new virtual reality component of their project.

There will once again be a discounted “group rate” for registration to enable participants to bring their team with them, as collaboration is such a hallmark in digital scholarship, and it would be great to be able to hear about projects from multiple different perspectives from the people working together on them. There are also discounted rates available for graduate student presenters, and UA faculty. I do not mean to impose, but if this is an event which would be of interest to colleagues and collaborators, I would be enormously grateful if you might be able to circulate our CFP or a link to our website with them, we really want to let as many people as possible know about the conference to ensure it will be a real success.

Here is a link to the website which includes the full-length CFP:

https://apps.lib.ua.edu/blogs/digitorium/

Methods provide the focus for our conference, both in a pragmatic sense in terms of the use of different techniques to achieve particular DH projects, but also the ways in which sharing digital methods can create new links between disciplines in the humanities and social sciences. The idea powering Digitorium is to build on the community which has emerged in the course of the previous two years’ events in order to create a space for conversations to take place between scholars, graduate students, and practitioners from many different disciplines about their shared methods and techniques which unite them in their digital work.

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more on digital humanities in this IMS blog:
https://blog.stcloudstate.edu/ims?s=digital+humanities

19
Oct
2016

VR in education

categories: Digital literacy, educational technology, gamification, gaming, information technology, instructional technology

5 ways virtual reality is being used in education right now

By Meris Stansbury
http://www.ecampusnews.com/technologies/virtual-reality-education/
1. For new research: using a state-of-the-art “haptic” floor of aeronautic metal that vibrates and moves to stimulate the physical world for research on how VR has the potential to change the way users feel and behave. There may also be implications for confronting racism, sexism, and aiding in empathy and humanitarian efforts, says Bailenson.
2. For coding and 3D design: According to Bob Nilsson, director of Vertical Solutions Marketing for Extreme Networking, the University of Maryland, College Park, now offers a class on virtual reality that gives students the opportunity to design their own interactive world, work with 3D audio and experiment with immersive technology through a combination of hands-on learning and case studies. Also, the University of Georgia is offering similar classes where students design and explore applications for VR. Conrad Tucker, an assistant professor of engineering at Pennsylvania State University, has received funding to build a virtual engineering lab where students hold, rotate, and fit together virtual parts as they would with their real hands.

3. For anatomy and dissection: Said one Extreme Networks survey respondent, “Our students have been developing a VR model of a cow’s anatomy for dissection and study. You have the ability to drill down to the circulatory system, brain, muscle, skeleton, etc. Our applied tech program is using VR in conjunction with Autocad for models of projects they design.”

4. For engagement: A whopping 68 percent of survey respondents said the major benefit of using VR in education is to excite students about the subject matter. 39 percent said it’s great for encouraging creativity.

5. For field trips: Google has eliminated restrictions on Expeditions, their VR field trips program. Google Expeditions was cited in the survey as one of the most popular sources of VR content, but with the complaint that it was a restricted program.

use of VR in education

comment:
Thomas S. McDonald ·

Consultant: Advanced, Sustained, Student Success and Performance Improvement Outcomes at McDonald Sales & Marketing
Virtual reality may have its place, but until traditional education moves away from their 20th century teaching methodology and replaces it with educationally innovative, 21st century learning methodology, within a blended and flipped learning environment, virtual reality is currently, much ado about nothing.
Unless any new application is educationally innovative and directly and measurably contributes to effective, efficient, consistent, affordable, relevant advanced student success outcomes for ALL students, future innovations must wait for current innovations to be implemented.
This process of appriate choice and appropriate implemention must start at the top and be beta tested for measured student success before its rolled out system wide.

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more on VR in this IMS blog
https://blog.stcloudstate.edu/ims?s=virtual+reality

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07
Sep
2016

text and data mining

categories: digital identity, Digital literacy, Digital rights management (DRM), digital storytelling, information technology, learning analytics

38 great resources for learning data mining concepts and techniques

http://www.rubedo.com.br/2016/08/38-great-resources-for-learning-data.html

Learn data mining languages: R, Python and SQL

W3Schools – Fantastic set of interactive tutorials for learning different languages. Their SQL tutorial is second to none. You’ll learn how to manipulate data in MySQL, SQL Server, Access, Oracle, Sybase, DB2 and other database systems.
Treasure Data – The best way to learn is to work towards a goal. That’s what this helpful blog series is all about. You’ll learn SQL from scratch by following along with a simple, but common, data analysis scenario.
10 Queries – This course is recommended for the intermediate SQL-er who wants to brush up on his/her skills. It’s a series of 10 challenges coupled with forums and external videos to help you improve your SQL knowledge and understanding of the underlying principles.
TryR – Created by Code School, this interactive online tutorial system is designed to step you through R for statistics and data modeling. As you work through their seven modules, you’ll earn badges to track your progress helping you to stay on track.
Leada – If you’re a complete R novice, try Lead’s introduction to R. In their 1 hour 30 min course, they’ll cover installation, basic usage, common functions, data structures, and data types. They’ll even set you up with your own development environment in RStudio.
Advanced R – Once you’ve mastered the basics of R, bookmark this page. It’s a fantastically comprehensive style guide to using R. We should all strive to write beautiful code, and this resource (based on Google’s R style guide) is your key to that ideal.
Swirl – Learn R in R – a radical idea certainly. But that’s exactly what Swirl does. They’ll interactively teach you how to program in R and do some basic data science at your own pace. Right in the R console.
Python for beginners – The Python website actually has a pretty comprehensive and easy-to-follow set of tutorials. You can learn everything from installation to complex analyzes. It also gives you access to the Python community, who will be happy to answer your questions.
PythonSpot – A complete list of Python tutorials to take you from zero to Python hero. There are tutorials for beginners, intermediate and advanced learners.
Read all about it: data mining books
Data Jujitsu: The Art of Turning Data into Product – This free book by DJ Patil gives you a brief introduction to the complexity of data problems and how to approach them. He gives nice, understandable examples that cover the most important thought processes of data mining. It’s a great book for beginners but still interesting to the data mining expert. Plus, it’s free!
Data Mining: Concepts and Techniques – The third (and most recent) edition will give you an understanding of the theory and practice of discovering patterns in large data sets. Each chapter is a stand-alone guide to a particular topic, making it a good resource if you’re not into reading in sequence or you want to know about a particular topic.
Mining of Massive Datasets – Based on the Stanford Computer Science course, this book is often sighted by data scientists as one of the most helpful resources around. It’s designed at the undergraduate level with no formal prerequisites. It’s the next best thing to actually going to Stanford!
Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners – This book is a must read for anyone who needs to do applied data mining in a business setting (ie practically everyone). It’s a complete resource for anyone looking to cut through the Big Data hype and understand the real value of data mining. Pay particular attention to the section on how modeling can be applied to business decision making.
Data Smart: Using Data Science to Transform Information into Insight – The talented (and funny) John Foreman from MailChimp teaches you the “dark arts” of data science. He makes modern statistical methods and algorithms accessible and easy to implement.
Hadoop: The Definitive Guide – As a data scientist, you will undoubtedly be asked about Hadoop. So you’d better know how it works. This comprehensive guide will teach you how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. Make sure you get the most recent addition to keep up with this fast-changing service.
 Online learning: data mining webinars and courses
DataCamp – Learn data mining from the comfort of your home with DataCamp’s online courses. They have free courses on R, Statistics, Data Manipulation, Dynamic Reporting, Large Data Sets and much more.
Coursera – Coursera brings you all the best University courses straight to your computer. Their online classes will teach you the fundamentals of interpreting data, performing analyzes and communicating insights. They have topics for beginners and advanced learners in Data Analysis, Machine Learning, Probability and Statistics and more.
Udemy – With a range of free and pay for data mining courses, you’re sure to find something you like on Udemy no matter your level. There are 395 in the area of data mining! All their courses are uploaded by other Udemy users meaning quality can fluctuate so make sure you read the reviews.
CodeSchool – These courses are handily organized into “Paths” based on the technology you want to learn. You can do everything from build a foundation in Git to take control of a data layer in SQL. Their engaging online videos will take you step-by-step through each lesson and their challenges will let you practice what you’ve learned in a controlled environment.
Udacity – Master a new skill or programming language with Udacity’s unique series of online courses and projects. Each class is developed by a Silicon Valley tech giant, so you know what your learning will be directly applicable to the real world.
Treehouse – Learn from experts in web design, coding, business and more. The video tutorials from Treehouse will teach you the basics and their quizzes and coding challenges will ensure the information sticks. And their UI is pretty easy on the eyes.
Learn from the best: top data miners to follow
John Foreman – Chief Data Scientist at MailChimp and author of Data Smart, John is worth a follow for his witty yet poignant tweets on data science.
DJ Patil – Author and Chief Data Scientist at The White House OSTP, DJ tweets everything you’ve ever wanted to know about data in politics.
Nate Silver – He’s Editor-in-Chief of FiveThirtyEight, a blog that uses data to analyze news stories in Politics, Sports, and Current Events.
Andrew Ng – As the Chief Data Scientist at Baidu, Andrew is responsible for some of the most groundbreaking developments in Machine Learning and Data Science.
Bernard Marr – He might know pretty much everything there is to know about Big Data.
Gregory Piatetsky – He’s the author of popular data science blog KDNuggets, the leading newsletter on data mining and knowledge discovery.
Christian Rudder – As the Co-founder of OKCupid, Christian has access to one of the most unique datasets on the planet and he uses it to give fascinating insight into human nature, love, and relationships
Dean Abbott – He’s contributed to a number of data blogs and authored his own book on Applied Predictive Analytics. At the moment, Dean is Chief Data Scientist at SmarterHQ.
Practice what you’ve learned: data mining competitions
Kaggle – This is the ultimate data mining competition. The world’s biggest corporations offer big prizes for solving their toughest data problems.
Stack Overflow – The best way to learn is to teach. Stackoverflow offers the perfect forum for you to prove your data mining know-how by answering fellow enthusiast’s questions.
TunedIT – With a live leaderboard and interactive participation, TunedIT offers a great platform to flex your data mining muscles.
DrivenData – You can find a number of nonprofit data mining challenges on DataDriven. All of your mining efforts will go towards a good cause.
Quora – Another great site to answer questions on just about everything. There are plenty of curious data lovers on there asking for help with data mining and data science.
Meet your fellow data miner: social networks, groups and meetups
Reddit – Reddit is a forum for finding the latest articles on data mining and connecting with fellow data scientists. We recommend subscribing to r/datamining, r/dataisbeautiful,r/datascience, r/machinelearning and r/bigdata.
Facebook – As with many social media platforms, Facebook is a great place to meet and interact with people who have similar interests. There are a number of very active data mining groups you can join.
LinkedIn – If you’re looking for data mining experts in a particular field, look no further than LinkedIn. There are hundreds of data mining groups ranging from the generic to the hyper-specific. In short, there’s sure to be something for everyone.
Meetup – Want to meet your fellow data miners in person? Attend a meetup! Just search for data mining in your city and you’re sure to find an awesome group near you.
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8 fantastic examples of data storytelling

8 fantastic examples of data storytelling

Data storytelling is the realization of great data visualization. We’re seeing data that’s been analyzed well and presented in a way that someone who’s never even heard of data science can get it.

Google’s Cole Nussbaumer provides a friendly reminder of what data storytelling actually is, it’s straightforward, strategic, elegant, and simple.

 

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more on text and data mining in this IMS blog
hthttps://blog.stcloudstate.edu/ims?s=data+mining

15
Aug
2016

LRS drone

categories: Digital literacy, Drones, instructional technology, technology literacy

REPORT

Unmanned Aircraft Systems (UAS), AKA drones

August 15, 2016

Sources:

  • This report is based on a DVD “Drones on Campus. UAS Issues for the Higher Education Community” of February 2, 2016. The DVD contains a PDF file and flattened media file with a voice-narrated PPT based on the information from the PDF.
  • The report takes into consideration the opulence of materials gathered during the last 4-5 years in the IMS blog: https://blog.stcloudstate.edu/ims?s=drones

Narrative / synopsis:

The DVD is a commercial product for sale for the Higher Ed. It is the recoding of a commercial seminar for Higher Ed, led by a lawyer (Lisa Ellman, lisa.ellman@hoganlovells.com, Twitter handle @leelellman) from the legal practice Hogan Lovells and by employee from FAA.

The information below represents the main points from the PDF / PPT presentation, as well as additional information with clarifications, which I added while working with the PDF and PPT files.

Discussion topics:

  1. How and when UAS can be approved for flying at SCSU
  2. The effect on SCSU of the domestic UAS legal framework
  3. Protection against rogue drones on campus
  4. Policymaking around UAS

FAA Modernization and Reform Act (P.L. 112-095) Reports and Plans Integration of Civil Unmanned Aircraft Systems (UAS) in the National Airspace System (NAS) Roadmap https://www.faa.gov/about/plans_reports/modernization/media/Sec.332(a).pdf
Unmanned Aircraft Systems Comprehensive Plan (Section 332 (a)(5))
https://www.faa.gov/about/plans_reports/modernization/media/Sec.332(a)(5)2.pdf
Unmanned Aircraft Systems Privacy Requirements (Section 332 (a)(5))
https://www.faa.gov/about/plans_reports/modernization/media/Sec.332(a)(5).pdf
section 333 exemptions
http://www.faa.gov/uas/getting_started/fly_for_work_business/beyond_the_basics/section_333/333_authorizations/
Small UAS Notice of Proposed Rulemaking (NPRM)
http://www.faa.gov/regulations_policies/rulemaking/media/021515_suas_summary.pdf
The term “unmanned aircraft system” means an unmanned aircraft and associated elements (including communication links and components that control the unmanned aircraft) that are required for the pilot in command to operate safely and efficiently in the national airspace system.
Federal Gov’t UAS Policymaking. FAA Reauthorization Act of 2012, FAA Rulemaking process, Federal Interagency Process, Agency-Specific Processes
UAS categorization:

  • Model aircraft
  • Public – UAS owned and operated by government agencies and organizations, such as public university
    a public COA (certificate of waiver of authorization) is issued by the FAA to a public agency/organization for public aircraft operations
    most aspects of public aircraft operations are not subject to FAA oversight
    If we are a public university… can we operate UAS under a public COA?
    in order to operate under a public COA< the UAS must be operated by the university for a “core governmental function, which is defined as:
    “… and activity undertaken by a government, such as national defense, intelligence missions, firefighting, search and rescue, law enforcement (including transport of prisoners, detainees, and illegal aliens), aeronautical research, or biological or geological resource management.
    In an FAA Office, it was clarified that “aeronautical research” must be focused on the development and testing of the UAS itself, rather than the thing being observed and monitored using the UAS.
  • Civil
  • Any private sector (non-governmental) operation of a drone for purposes other than recreation or hobby is considered a “civil” operation
  • This category covers all commercial use of UAS, including use by private universities and colleges

Summary Grant Exemption / Blanket COA conditions and COA conditions and limitations:

  • Below 200 feet
  • Within visual line-of-sight of the pilot and visual observer
  • At least 500 feet from nonparticipating persons, vessels, vehicles, or structures, unless certain conditions met
  • Over private or controlled access property with consent
  • Visual observer required
  • Pilot must have an FAA issues pilot certificate and a medical certificate or DL
  • Mussed give a way to all manned aircraft

SCSU must apply for section 333 exemption – FAA has granted 3.129 out of 4500 applications. FAA current goal: 50+ exemption grants per week

QA regarding exemption / blanket COA requirements

Small UAS Rule: June 2016 (IMS blog)

  • Must be < 55 lbs
  • Max altitude speed 500 feet / 100 mph
  • Minimum visibility 3 miles
  • UAS always yield right-of-way to other aircraft
  • UAS cannot be operated recklessly
  • Registration and marking required
  • Hobbyist operators: December 21, 2015
  • All UAS >.55 pounds and less than 55 pounds must be registered either using the new online system or the FAAs existing paper-based registration system before the UAS can be operated outdoors
  • UAS within that right range purchased prior to December 21, 2015 must be registered by February 19, 2016
  • Hobbies required to submit basic contact info, such as name, address email. Costs $5 to register hobbyist owner’s entire fleet of UAS. The FAA will issue a single CAR (certificate of aircraft registration) with one registration number that can be used for and should be put on each UAS. Every 3 years, renewal.

Boggs v Meredith. How high do airspace rights extend over private property

  • Up to 83 feet in the air
  • Other legal liability issues:
    • Trespass
    • Nuisance

Mitigating UAS Legal Liabilities

  • When hiring a UAS server provider
    • Seek to shift and limit liability through contract
    • Vendors operating UAS on university property should sing a written agreement
    • Ensure the UAS service provider has adequate insurance
  • When selecting a UAS model:

Who is in charge

  • University should have a UAS operations manual with policies and procedures
    • Permission to fly on campus (who, how and when)
    • UAS operation, maintenance and inspection procedures
    • Emergency procedures, accident / incident notification, reporting
    • FAA recordkeeping requirements
      • UAS flight activity (when, where, duration)
      • Incidents/accidents involving personal injury or property damage
      • Lost-link events (AKA fly-aways)
      • UAS maintenance and inspection
      • UAS flight crew training / qualifications
      • Participant / property owner consent
    • Faculty/staff/student qualifications and training
    • Privacy policies, data management, retention
    • Consent and notification requirements for operating near people and structures

 

Outline of immediate tasks:

Based on the information above:

  • SCSU, LRS in particular, must decide what drone’s certificate to apply for: a. model; b. public; c.civil; or d. hobbies
  • After selection of certificate type, SCSU, LRS in particular, must register the drone[s].
  • SCSU, LRS in particular, must develop policies for service, operation and maintenance.
  • SCSU, LRS in particular, must assign person[s] in charge of the training, maintenance and operation.

Suggestions and recommendations:

  • Hosting a drone in the library.
    If to adhere to the ALA call for the librarians to be the forefront of technology on campus, LRS can use the drone purchased in April 2014 to train and lend the drone for research on campus.
    If LRS continues the policy of the previous dean, further suggestions below can be waved off.
  • Training, maintenance and operation
    Shall LRS keep the drone, the best person to conduct the training and service of the drone will be an IMS faculty. As per email correspondence attached below, please have again the rational:
    – hosting the drone with Circulation (staff) does not provide the adequate academic/research services. It is expected that the foremost users will be faculty, students and then staff and the foremost use will be academic and then leisure activities. While IMS faculty can meet the “leisure activities” for all three constituency, as it has been provided by the Circulation staff until this point, the IMS faculty can also provide the research and academic service, which Circulation staff is not educated neither trained for. With that said, the point made is not against staff not participating in the effort to train and service campus with the drone; it just makes the point that charging staff with that task is limited and against the best interest of the faculty and students on campus.
    – blocking the effort of IMS faculty to lead technology-oriented services on campus, LRS in particular.
    Upon hiring of a “technology” librarian, previous dean Mark Vargas blocked any technology-related activities by IMS faculty: e.g. 3d printer AKA makerspace, gaming and gamification, drones, etc.
    If I am to understand well, the “technology” librarian’s charge must be toward automated library systems and similar, rather than educational use of multimedia and interactivity. Blocking IMS faculty to do what they do best by freezing any of their efforts and reserving “technology” for [unknown] future leadership of the “technology” librarian is a waste of IMS faculty expertise and knowledge.
    Gaming and Gamification (https://blog.stcloudstate.edu/ims/2015/03/19/recommendations-for-games-and-gaming-at-lrs/) charge by previous dean Mark Vargas to the first-year “technology” librarian revealed as obvious that giving the preference to junior faculty to “lead” an effort can become a dangerous tool in the hands of the administration to manipulate and slow down efforts of educational trends of time-sensitive character. While, as from the beginning, the collaboration of the “technology” librarian has been welcomed and appreciated, it does not make sense from any cultural or institutional perspective, to put in charge a new faculty, who does not have the knowledge and networking of the campus, less the experience and knowledge with multimedia and interactive tools as the rest of the seasoned IMS faculty. Decision and consequent refusal of the “technology” librarian to work with the IMS faculty did not contribute to improvement of the situation.
    A very important point, which goes against the “consensus” efforts of the previous dean, is the fact that now the library faculty is using the newly-hired “technology” librarian to hinder further the integration of the IMS faculty as part of LRS by using her as a focal point for any technology initiative in LRS, thus further excluding the IMS faculty from LRS activities. It will help: 1. delineate the expertise parameters of the “technology” librarian and 2. have the librarian faculty think about their work with the IMS faculty, which has been a thorny issue for more than 10 years now (pretty much since the hire of the bulk of the reference librarians).

If there are questions, or the need of more information, please do not hesitate to request.

Plamen Miltenoff, Ph.D., MLIS
Professor

+++++++++++++++++++++++++++++++++++

From: Miltenoff, Plamen
Sent: Wednesday, June 22, 2016 9:44 AM
To: Banaian, King <kbanaian@stcloudstate.edu>
Subject: request to release the library drone

 

Dr. Banaian,

 

My name is Plamen Miltenoff and I am faculty with the InforMedia Services of the SCSU Library. I have worked in the last 15+ years with faculty, students and staff on educational technology and instructional design. I hold two doctoral degrees in education and four master’s degrees in history and Library and Information Science.
I have extensive background in new educational technologies, which is amply reflected in the following blog: https://blog.stcloudstate.edu/ims/. Shall more proof of my abilities is needed, here is detailed information about publications, presentations and projects, which I have accomplished: http://web.stcloudstate.edu/pmiltenoff/faculty/

In the spring of 2014, Mark Vargas purchased a drone. As per my job description and long experience working with faculty across campus with other technologies, I immediately alerted SCSU faculty who have strong interest in applying drone’s technology in their studies, research and teaching, assuming that the newly-appointed library director (Mark Vargas) will support my years-long efforts.

Due to complications with FAA regulations the drones across the country were grounded.

Mark Vargas “stationed” it with the library Access Services, a unit, which is comprised of staff only. When I approached the library staff from Access Services, they chose to not collaborate with me, but rather deflect me to Mark Vargas.
As per my email to Mark Vargas of July 21, 2015 (attachment 1), I requested an explanation and shared my feeling that SCSU faculty are being left in disadvantage after I witness the drone being used. I also asked my immediate supervisor Mark Vargas about the policies and release conditions. Unfortunately, my repeated requests remained unanswered.

As of yesterday, FAA has finally released the last version of the regulations:
https://blog.stcloudstate.edu/ims/2016/06/22/faa-final-rules-drones/

Here is extensive information on how drones can be used in education, which I collected through the years: https://blog.stcloudstate.edu/ims?s=drones

I am turning to you as the appointed administrator-in-charge of the library (attachment 2), with the request that you share the amounted paperwork regarding the drone. Mark Vargas did not share that information, despite numerous requests, e.g., if the drone is registered, etc.

I am seeking your administrative approval to pursue the completion of the paperwork and secure immediate usability of the drone, so it is available also to all interested SCSU faculty with or without my participation (as per regulations). The request is timely, since such technologies are aging quickly. Besides the depreciation of the technology, SCSU students and faculty deserves being kept with the times and explore a technology, which is rapidly becoming a mainstream, rather than novelty.

Please consider that I am the only library member with terminal degrees in education as well as extensive experience with technologies in general and educational technologies in particular.  I am also the only library member with extensive network among faculty across campus. I am perceived by colleagues across campus more often as a peer, collaborator and research partner, then merely a service provider, as most of the library staff and faculty consider themselves. I am the only library member, who sits on theses and doctoral committees and the invitations to these committees are greatly based on my experience in educational technologies and my research and publishing skills. Leaving the drone in the Access Services, as appointed by the previous administrator, will result in a dormancy of technology as it has happened with numerous other technologies on this campus. It is a waste of equipment, which this university cannot afford in the respective financial times. Letting me take the lead of the drone project will secure active promotion and better application of this technology and possibly other venues (e.g. grants) to pursue further endeavors.

Thank you and looking forward to your approval.

 

Plamen Miltenoff, Ph.D., MLIS

Professor

320-308-3072

pmiltenoff@stcloudstate.edu

http://web.stcloudstate.edu/pmiltenoff/faculty/

 

Attachment 1

 

From: Miltenoff, Plamen
Sent: Tuesday, July 21, 2015 5:09 PM
To: Vargas, Mark A. <mavargas@stcloudstate.edu>
Cc: Quinlan, Jennifer M. <jmquinlan@stcloudstate.edu>; Prescott, Melissa K. <mkprescott@stcloudstate.edu>; Hergert, Thomas R. <trhergert@stcloudstate.edu>
Subject: LRS drones

 

Mark,

Last week LRS staff was handling the LRS drones.

Did I miss email correspondence informing about the change in regulations? If so, I would like to have a copy of it.

If not, I would like to know your rational for your selective choice releasing this technology.

Per the IMS blog:

https://blog.stcloudstate.edu/ims/?s=drones&submit=Search

and direct oral and written communication with you, I have expressed strong academic interest in research of this technology for educational purposes. I have the educational background and experience for the aforementioned request.

I am asking you for access to this technology since early summer of 2014.

I would like to be informed what your plan for this technology is and when it will be open to the LRS faculty. I also would like to know when preference to LRS staff is given when technology is concerned, so I can plan accordingly.

Thank you and looking forward to hearing from you soon.

Plamen

—————-

Plamen Miltenoff, Ph.D., MLIS

 

Attachment 2

From: lrs_l-bounces@lists.stcloudstate.edu [mailto:lrs_l-bounces@lists.stcloudstate.edu] On Behalf Of Vaidya, Ashish K.
Sent: Monday, June 13, 2016 2:08 PM
To: lrs_l@stcloudstate.edu <lrs_l@lists.stcloudstate.edu>
Subject: [LRS_l] Interim Leadership for LRS

Dear LRS Faculty and Staff,

As you are aware, Mark Vargas has submitted his resignation as Dean of Learning Resources Services. Mark’s last day on campus was Friday, June 10, 2016.

I want to assure you that any decision about interim leadership will be made after careful consideration of the needs of the Library and the University. I will continue conversations with various individuals, including the President, to ensure we have strategic alignment in both support and oversight for LRS.  LRS is committed to providing excellent services to our students, faculty, and staff, creating opportunities for knowledge, and serving the public good. I look forward to working together with you to accomplish these goals.

I expect to identify an interim dean shortly and to begin a national search this fall with an appointment to begin July 1, 2017.  I have asked Greta to schedule a time for me to visit with faculty and staff in Learning Resource Service next week. In the meantime, Dean King Banaian will serve as the administrator-in-charge of LRS until June 30, 2016.

Sincerely yours,

Ashish

 

 

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