Searching for "data visualization"

VR, AR and IoT beyond Second Life

VR, AR, and the Internet of Things: Life Beyond Second Life

https://campustechnology.com/Articles/2016/12/06/Life-Beyond-Second-Life-VR-AR-IoT.aspx

But it gets even more interesting when virtual and augmented reality meet the Internet of Things

when Second Life began, there was a lot of interest, but the toolset was limited — just because of the timeframe, not that the toolset wasn’t a good one for that period. But, things matured. I think it was, in particular, the ability to work in HD that improved things a lot. Then came the ability to bring in datasets — creating dashboards and ways for people to access other data that they could bring into the virtual reality experiment. I think those two things were real forces for change.

A dashboard could pop up, and you could select among several tools, and you could get a feed from somewhere on the Internet — maybe a video or a presentation. And you can use these things as you move through this hyper reality: The datasets you select can be manipulated and be part of the entire experience.

So, the hyper reality experience became deeper, richer with tools and data via the IoT; and with HD it became more real.

We can’t deny the fact that curriculum and the way we teach is becoming unbundled. Some things are going to happen online and in the virtual space, and other things will happen in the classroom. And the expense of education is going to drive how we operate. Virtual reality tools, augmented reality tools, and visualization tools can offer experiences that can be mass-produced and sent out to lots of students, machine to machine, at a lower cost. Virtual field trips and other kinds of virtual learning experiences will become much more commonplace in the next 5 years.

 

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more on VR in this IMS blog
http://blog.stcloudstate.edu/ims?s=VR

code4lib

Code4Lib Proposed Preconference Workshops

http://2017.code4lib.org/workshops/proposed-workshops.html

Introduction to functional programming principles, including immutability, higher-order functions, and recursion using the Clojure programming language. This workshop will cover getting started with the Clojure REPL, building programs through function composition, testing, and web-development using ClojureScript.

Proposed by: Sam Popowich

This workshop will do a deep dive into approaches and recommend best practices for customizing Blacklight applications. We will discuss a range of topics, including styling and theming, customizing discovery experiences, and working with Solr.

Proposed by: Chris Beer, Jessie Keck, and Jack Reed

We all encounter failure in our professional lives: failed projects, failed systems, failed organizations. We often think of failure as a negative, but it has intrinsic value — and since it’s inevitable that we’ll eventually experience failure ourselves, it’s important to know how to accept it, how to take lessons from it, and how to grow from it professionally. Fail4Lib, now in its 5th year, is the perennial Code4Lib preconference dedicated to discussing and coming to terms with the failures that we all face in our professional lives. It is a safe space for us to explore failure, to talk about our own experiences with failure, and to encourage enlightened risk taking. The goal of Fail4Lib is for participants to be adept at failing gracefully, so that when we do fail, we do so in a way that moves us forward. This half-day preconference will consist of case studies, round-table discussions, and, for those interested in sharing, lightning talks on failures we’ve dealt with in our own work.

Proposed by: Andreas Orphanides and Bret Davidson

Intro to programming in Ruby on Rails

Proposed by: Carolyn Cole and Laney McGlohon

Amazon Web Services currently offers 58 services ranging from the familiar compute and storage systems to game development and the internet of things. We will focus on the 20-some services that you should be aware of as you move your applications to their cloud.

The morning session will be mostly overview and the afternoon session will be more practical examples and discussion. This could be broken into two sessions.

Proposed by: Cary Gordon, t/b/d, and t/b/d

FOLIO is a library services platform — infrastructure that allows cooperating library apps to share data. This workshop is a hands-on introduction to FOLIO for developers of library apps. In this tutorial you will work with your own Vagrant image through a series of exercises designed to demonstrate how to install an app on the platform and use the data sources and design elements the platform provides.

REQUIREMENTS Laptop (4GB) with Vagrant installed.

Proposed by: Peter Murray

Have an idea for an app? Want to work with FOLIO developers and others in the community on the FOLIO platform to make it happen. Come to this half-day hack-a-thon! Ideas for new developers will be posted in the project Jira, or bring your own concepts and work with others to make them reality.

REQUIREMENTS Laptop (4GB) with Vagrant installed. Attending the FOLIO Tutorial is recommended, but not required.

Proposed by: Peter Murray

Google Apps script is a server-side implementation of JavaScript which supports API calls to Google Services. This can provide an excellent platform for developing simple library applications. The libraries at Georgetown University and the University of Dayton have successfully deployed applications built with Google App Script.

In this workshop, we will step through the various types of applications that can be built with Google Apps Script.
(1) Custom cell formulas
(2) Spreadsheet Add On Functions (menu items, time based triggers)
(3) Google Apps Script as a Web Service
(4) Google Apps Script Add-Ons that can be shared globally or by domain

In this workshop, we will build sample instances of each of these types of applications (wifi-permitting) and spend some time brainstorming additional applications that would be useful for the library community.

Sample Applications: http://georgetown-university-libraries.github.io/#google-sheets

Proposed by: Terry Brady and Craig Boman

Calls to mindfulness and self care can have mixed reception in our field. While some view this important work as navel-gazing or unnecessary, it is integral to being present and avoiding burnout. Often this skewed attention to output comes at the expense of our personal lives, our organizations, our health, our relationships, and our mental well-being. Learning to prioritize self-care is an ongoing project among those who perform emotional labor. While some view the work of mindfulness as self-indulgent, it has proven to keep many on the track of being present and avoiding burnout.*

The purpose of this preconference is to provide a short introduction to self care and mindfulness with practical work we can use regardless of setting. We’ll discuss microaggressions and allyship (microaggressions being the brief and commonplace verbal, behavioral, or environmental indignities that marginalized people of various groups experience daily and allyship referring to the powerful role that individuals from privileged groups can play in supporting marginalized individuals). We will then transition to a modified unconference setting where participants can practice scenarios and learn practical solutions. Each of the presenters has different set of skills and experiences that allow for many techniques and strategies to be explored. Preconference attendees will participate in sessions like “Mentor Speed Dating” where they get to talk to and question potential mentors/mentees. They may be coached through a guided meditation or walked through a calming breathing exercise. For those looking to a more physical space, office yoga and stretching techniques may be shared depending on the outcomes of the unconference interest.

Foundational materials and articles will be shared with the registrants prior to the meeting with the option of further discussion at the workshop. An open access guide to all the resources and readings will be available after the preconference, and people will be encouraged to share additional their tools on a website.

Suggested Hashtag #c4lselfcare

* Abenavoli, R.M., Jennings, P.A., Greenberg, M.T., Harris, A.R., & Katz, D.A. (2013). The protective effects of mindfulness against burnout among educators. Psychology of Education Review, 37(2), 57-69

Proposed by: Carmen Mitchell, Lia Friedman, and Torie Quinonez

In this preconference, participants will be introduced to Virtual Reality uses in library settings, notably, by way of the VR Reading Room. Within the VR Reading Room prototype, users can collaboratively explore digital collections (e.g. HathiTrust) by way of VR headsets. Participants of this workshop will have the opportunity to experience HTC Vive functionality. The system will be setup with a prototype e-book experiment in order to model several VR affordances. Once attendees have been introduced to the HTC Vive hardware and sample project, groups of participants will have an opportunity to further brainstorm novel uses cases.

Proposed by: Jim Hahn

Python[1] has become one of the dominant languages in scientific computing and is used by researchers around the world. Its popularity is due in large part to a rich set of libraries for data analysis like Pandas[2] and NumPy[3] and tools for exploring scientific code like Jupyter notebooks[4]. Join us for this half-day workshop on the basics of using Pandas within a Jupyter notebook. We will cover importing data, selecting and subsetting data, grouping data, and generating simple visualizations. All are welcome, but some familiarity with Python is recommended, e.g. the concepts covered in the Codecademy[5] or Google[6] Python courses.

[1] https://www.python.org/
[2] http://pandas.pydata.org/
[3] http://www.numpy.org/
[4] http://jupyter.org/
[5] https://www.codecademy.com/learn/python
[6] https://developers.google.com/edu/python/

Proposed by: Bret Davidson and Kevin Beswick

Learn about the features and capabilities of Sufia, a Hydra-based repository solution. Attendees will participate in a hand-on demonstration where they deposit content, edit metadata, create collections, and explore access control options. Attendees should bring laptops with Chrome, Firefox, or Safari installed. Please plan on bringing at least one image, document, or other digital content that you’re comfortable uploading and using for demo and experimentation purposes 🙂

Proposed by: Mark Bussey and Justin Coyne

The web can be a trove of openly accessible data, but it is not always readily available in a format that allows it to be downloaded for analysis and reuse. This workshop aims to introduce attendees to web scraping, a technique to automate extracting data from websites.

Part one of the workshop will use browser extensions and web tools to get started with web scraping quickly, give examples where this technique can be useful, and introduce how to use XPath queries to select elements on a page.

Part two will introduce how to write a spider in Python to follow hyperlinks and scrape several web pages using the Scrapy framework. We will conclude with an overview of the legal aspects of web scraping and an open discussion.

You don’t need to be a coder to enjoy this workshop! Anyone wishing to learn web scraping is welcome, although some familiarity with HTML will be helpful. Part two will require some experience with Python, attendees unfamiliar with this language are welcome to stay only for part one and still learn useful web scraping skills!

Proposed by: Thomas Guignard and Kim Pham

Paper prototyping is a low-cost, structured brainstorming technique that uses materials such as paper and pencils to better understand the way users interact with physical, visual, and textual information. It can help us learn how to better think through workflows, space design, and information architecture. Session attendees will learn about the ways low-fidelity prototyping and wireframing can be used to develop ideas, troubleshoot workflows, and improve learning and interaction.

In the first half of the workshop, participants will step through activities in icon design, persona development, and task development. In the second half they will develop a low fidelity prototype and step through a guerilla usability testing process with it.

Proposed by: Ekatarina (Eka) Grguric and Andreas Orphanides

analytics in education

ACRL e-Learning webcast series: Learning Analytics – Strategies for Optimizing Student Data on Your Campus

This three-part webinar series, co-sponsored by the ACRL Value of Academic Libraries Committee, the Student Learning and Information Committee, and the ACRL Instruction Section, will explore the advantages and opportunities of learning analytics as a tool which uses student data to demonstrate library impact and to identify learning weaknesses. How can librarians initiate learning analytics initiatives on their campuses and contribute to existing collaborations? The first webinar will provide an introduction to learning analytics and an overview of important issues. The second will focus on privacy issues and other ethical considerations as well as responsible practice, and the third will include a panel of librarians who are successfully using learning analytics on their campuses.

Webcast One: Learning Analytics and the Academic Library: The State of the Art and the Art of Connecting the Library with Campus Initiatives
March 29, 2016

Learning analytics are used nationwide to augment student success initiatives as well as bolster other institutional priorities.  As a key aspect of educational reform and institutional improvement, learning analytics are essential to defining the value of higher education, and academic librarians can be both of great service to and well served by institutional learning analytics teams.  In addition, librarians who seek to demonstrate, articulate, and grow the value of academic libraries should become more aware of how they can dovetail their efforts with institutional learning analytics projects.  However, all too often, academic librarians are not asked to be part of initial learning analytics teams on their campuses, despite the benefits of library inclusion in these efforts.  Librarians can counteract this trend by being conversant in learning analytics goals, advantages/disadvantages, and challenges as well as aware of existing examples of library successes in learning analytics projects.

Learn about the state of the art in learning analytics in higher education with an emphasis on 1) current models, 2) best practices, 3) ethics, privacy, and other difficult issues.  The webcast will also focus on current academic library projects and successes in gaining access to and inclusion in learning analytics initiatives on their campus.  Benefit from the inclusion of a “short list” of must-read resources as well as a clearly defined list of ways in which librarians can leverage their skills to be both contributing members of learning analytics teams, suitable for use in advocating on their campuses.

my notes:

open academic analytics initiative
https://confluence.sakaiproject.org/pages/viewpage.action?pageId=75671025

where data comes from:

  • students information systems (SIS)
  • LMS
  • Publishers
  • Clickers
  • Video streaming and web conferencing
  • Surveys
  • Co-curricular and extra-curricular involvement

D2L degree compass
Predictive Analytics Reportitng PAR – was open, but just bought by Hobsons (https://www.hobsons.com/)

Learning Analytics

IMS Caliper Enabled Services. the way to connect the library in the campus analytics https://www.imsglobal.org/activity/caliperram

student’s opinion of this process
benefits: self-assessment, personal learning, empwerment
analytics and data privacy – students are OK with harvesting the data (only 6% not happy)
8 in 10 are interested in personal dashboard, which will help them perform
Big Mother vs Big Brother: creepy vs helpful. tracking classes, helpful, out of class (where on campus, social media etc) is creepy. 87% see that having access to their data is positive

librarians:
recognize metrics, assessment, analytics, data. visualization, data literacy, data science, interpretation

INSTRUCTION DEPARTMENT – N.B.

determine who is the key leader: director of institutional research, president, CIO

who does analyics services: institutional research, information technology, dedicated center

analytic maturity: data drivin, decision making culture; senior leadership commitment,; policy supporting (data ollection, accsess, use): data efficacy; investment and resourcefs; staffing; technical infrastrcture; information technology interaction

student success maturity: senior leader commited; fudning of student success efforts; mechanism for making student success decisions; interdepart collaboration; undrestanding of students success goals; advising and student support ability; policies; information systems

developing learning analytics strategy

understand institutional challenges; identify stakeholders; identify inhibitors/challenges; consider tools; scan the environment and see what other done; develop a plan; communicate the plan to stakeholders; start small and build

ways librarians can help
idenfify institu partners; be the partners; hone relevant learning analytics; participate in institutional analytics; identify questions and problems; access and work to improve institu culture; volunteer to be early adopters;

questions to ask: environmental scanning
do we have a learning analytics system? does our culture support? leaders present? stakeholders need to know?

questions to ask: Data

questions to ask: Library role

learning analytics & the academic library: the state of the art of connecting the library with campus initiatives

questions:
pole analytics library

 

 

 

 

 

 

 

 

 

 

 

 

 

 

literature

causation versus correlation studies. speakers claims that it is difficult to establish causation argument. institutions try to predict as accurately as possible via correlation, versus “if you do that it will happen what.”

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More on analytics in this blog:

http://blog.stcloudstate.edu/ims/?s=analytics&submit=Search

tech lib conference 2016

http://2016libtechconference.sched.org/event/69f9/come-on-down-gaming-in-the-flipped-classroom#

avatar for Angie Cox

Angie Cox

Instruction and Liaison Librarian, University of Northern Iowa
games and gamification. the semantics are important. using the right terms can be crucial in the next several years.

gamification for the enthusiasm. credit course with buffet. the pper-to-peer is very important

gaming types

affordability; east to use; speed to create.

assessment. if you want heavy duty, SPSS kind of assessment, use polldaddy or polleverywhere.
Kahoot only Youtube, does not allow to upload own video or use Kaltura AKA Medispace, text versus multimedia
Kahoot is replacing Voicethread at K12, use the wave

Kahoot allows to share the quizzes and surveys
Kahoot is not about assessment, it is not about drilling knowledge, it is about conversation starter. why do we read an article? there is no shame in wrong answer.

the carrot: when they reach the 1000 points, they can leave the class

Kahoot music can be turned off, how short, the answers are limited like in Twitter

Quizlet

screenshot their final score and reach 80%

gravity is hard, scatter start with. auditory output

drill game

Teach Challenge.

1st day is Kahoot, second day is Team challange and test

embed across the curriculum

gaming toolkit for campus

 

what to take home: have students facing students from differnt library

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http://sched.co/69f2

Putting it all together: a holistic approach to utilizing your library’s user data for making informed web design decisions 

In the age of Big Data, there is an abundance of free or cheap data sources available to libraries about their users’ behavior across the many components that make up their web presence. Data from vendors, data from Google Analytics or other third-party tracking software, and data from user testing are all things libraries have access to at little or no cost. However, just like many students can become overloaded when they do not know how to navigate the many information sources available to them, many libraries can become overloaded by the continuous stream of data pouring in from these sources. This session will aim to help librarians understand 1) what sorts of data their library already has (or easily could have) access to about how their users use their various web tools, 2) what that data can and cannot tell them, and 3) how to use the datasets they are collecting in a holistic manner to help them make design decisions. The presentation will feature examples from the presenters’ own experience of incorporating user data in decisions related to design the Bethel University Libraries’ web presence.

http://tinyurl.com/jbchapf

data tools: user testing, google analytics, click trakcer vendor data

  1. user testing, free, no visualization, cross-domain, easy to use, requires scripts
    qualitative q/s : why people do what they do and how will users think about your content
    3 versions: variables: options on book search and order/wording of the sections in the articles tab
    Findings: big difference between tabs versus single-page. Lil difference btw single-page options. Take-aways it won’t tell how to fix the problem, how to be empathetic how the user is using the page
    Like to do in the future: FAQ and Chat. Problem: low use. Question how to make it be used (see PPT details)
  2. Crazy Egg – Click Trackers. not a free tool, lowest tier, less $10/m.
    see PPT for details>
    interaction with the pates, clicks and scrollings
  3. scroll analytics
    not easy to use, steep learning curve
    “blob” GAnalytics recognize the three different domains that r clicked through as one.
  4. vendor data: springshare
    chat and FAQ
    Libguides

questions:

is there a dashboard tool that can combine all these tools?
optimal workshop: reframe, but it is more about qualitative data.
how long does it take to build this? about two years in general, but in the last 6 months focused.

artificial-intelligence engine https://www.technologyreview.com/s/600984/an-ai-with-30-years-worth-of-knowledge-finally-goes-to-work/,
Doug Lenat

3D printing, drones and wearable

CoSN 2015: The Emerging Tech That’s Transforming K–12’s Horizon

One year or less (2015–2016):

  • BYOD
  • Cloud computing
  • Makerspaces
  • Mobile learning

Two to three years (2017–2018):

  • 3D printing/rapid prototyping
  • Adaptive learning technologies
  • Information visualization
  • Learning analytics

Four to five years (2019–2020):

  • Badges/Microcredit
  • Drones
  • Visual data analysis
  • Wearable technology

The NMC’s interim K–12 Horizon Report can be downloaded for free.

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