Searching for "gen z"

Millennials lacking skills across board

Shocking data reveals Millennials lacking skills across board

By Meris Stansbury,March 18th, 2016
In 2013, the Program for the International Assessment of Adult Competencies (PIAAC) released the first-ever global data on how the U.S. population aged 16 to 65 compared to other countries in terms of skills in literacy and reading, numeracy, and problem-solving in technology-rich environments (PS-TRE).
Overall, revealed the data, despite having the highest levels of educational attainment of any previous American generation, Millennials, on average, demonstrate relatively weak skills in all skill sets researched compared to their international peers.
In literacy, U.S. millennials scored lower than 15 of the 22 participating countries. Only millennials in Spain and Italy had lower scores.
Our best-educated millennials—those with a master’s or research degree—only scored higher than their peers in Ireland, Poland, and Spain.
“If we expect to have a better educated population and a more competitive workforce, policy makers and other stakeholders will need to shift the conversation from one of educational attainment to one that acknowledges the growing importance of skills and examines these more critically,” writes Kirsch. “How are skills distributed in the population and how do they relate to important social and economic outcomes? How can we ensure that students earning a high school diploma and a postsecondary degree acquire the necessary skills to fully participate in our society?

digital humanities for librarians

Introduction to Digital Humanities for Librarians

Instructor: John Russell

Dates: April 4-29, 2016

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

You can register in this course through the first week of instruction (as long as it is not full). The “Register” button on the website goes to our credit card payment gateway, which may be used with personal or institutional credit cards. (Be sure to use the appropriate billing address). If your institution wants us to send a billing statement or wants to pay using a purchase order, please contact us by email to make arrangements: inquiries@libraryjuiceacademy.com

Introduction to Text Encoding

Instructor: John Russell

Dates: May 2-27, 2016

Credits: 1.5 CEUs

Price: $175

This course will introduce students to text encoding according to the Text Encoding Initiative (TEI) Guidelines. Why should you care about text encoding or the TEI Guidelines? The creation of digital scholarly texts is a core part of the digital humanities and many digital humanities grants and publications require encoding texts in accordance with the TEI Guidelines. Students in this course will learn about the use-cases for text encoding and get a basic introduction to the principles of scholarly editing before moving on to learning some XML basics and creating a small-scale TEI project using the XML editor oXygen. We will not cover (beyond the very basics) processing TEI, and students interested in learning about XSLT and/or XQuery should turn to the LJA courses offered on those subjects. Participants should have some experience with digital humanities, as this course is intended as a follow up to the Introduction to Digital Humanities for Librarians course.

Objectives:

  • A basic understanding of digital scholarly editing as an academic activity.
  • Knowledge of standard TEI elements for encoding poetry and prose.
  • Some engagement with more complex encoding practices, such as working with manuscripts.
  • An understanding of how librarians have participated in text encoding.
  • Deeper engagement with digital humanities practices.

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.” Interview with John Russell

Course Structure

This is an online class that is taught asynchronously, meaning that participants do the work on their own time as their schedules allow. The class does not meet together at any particular times, although the instructor may set up optional synchronous chat sessions. Instruction includes readings and assignments in one-week segments. Class participation is in an online forum environment.

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Spatial Data Analyst & Curator

University Libraries / U-Spatial

University of Minnesota

 

Overview

The University of Minnesota Libraries and U-Spatial (https://uspatial.umn.edu/) seek a knowledgeable and proactive Spatial Data Analyst & Curator to advance the Libraries’ efforts in the areas of geospatial projects, geospatial data curation and management, and digital spatial humanities. Residing in the John R. Borchert Map Library, the Spatial Data Analyst & Curator works under the management and direction of the University Libraries, which holds institutional responsibility for supporting the products and processes of scholarship through the collection, provisioning, and preservation of information resources in all formats and media. As such, the work of the Spatial Data Analyst & Curator uses a life-cycle data management approach to serve the specific needs of the spatial data creator/user community while ensuring that processes and methods employed are strongly aligned with enterprise strategies and systems.

Required Qualifications include a Master’s degree in library/information science from an American Library Association accredited library school, GIS-related field, or equivalent combination of advanced degree and relevant experience, as well as experience with geographical information systems, including/especially Esri’s ArcGIS software, experience with scripting languages, such as Python or JavaScript, and experience with metadata creation, schema, and management.

 

For complete description, qualifications and to apply, go to: http://z.umn.edu/ulib362

 

The University of Minnesota is an Equal Opportunity Educator and Employer.

 

 

Ryan Mattke

Head, John R. Borchert Map Library

University of Minnesota
S-76 Wilson Library

309 19th Ave South

Minneapolis, MN 55455

Email: matt0089@umn.edu

Web: http://www.lib.umn.edu/borchert

Phone: 612.624.5757
ORCID: http://orcid.org/0000-0001-8816-9289

flipped classroom resources

More on flipped classroom in this IMS blog:

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

what is it?

  • The flipped classroom is a pedagogical model in which the typical lecture and homework elements of a course are reversed.
EDUCAUSE Learning Initiative 7 Things You Should Know About Flipped Classrooms – eli7081.pdf. (n.d.). Retrieved March 23, 2016, from https://net.educause.edu/ir/library/pdf/eli7081.pdf
  • Flipped classroom is an instructional strategy and a type of blended learning that reverses the traditional educational arrangement by delivering instructional content, often online, outside of the classroom.

Flipped classroom. (2016, March 22). In Wikipedia, the free encyclopedia. Retrieved from https://en.wikipedia.org/w/index.php?title=Flipped_classroom&oldid=711368580

  • In essence, “flipping the classroom” means that students gain first exposure to new material outside of class, usually via reading or lecture videos, and then use class time to do the harder work of assimilating that knowledge, perhaps through problem-solving, discussion, or debates.
Flipping the Classroom | Center for Teaching | Vanderbilt University. (n.d.). Retrieved March 23, 2016, from https://cft.vanderbilt.edu/guides-sub-pages/flipping-the-classroom/

flipped classroom

 

flipped classroom

flipped classroom

The Flipped Class: Overcoming Common Hurdles by Edutopia:
http://www.edutopia.org/blog/flipped-learning-toolkit-common-hurdles-jon-bergmann

platforms like Blackboard and Canvas are playing a bigger role in the flipped learning environment. Other viable options include Google’s Classroom, which “automates” the sharing process but isn’t necessarily an organizational tool.
McCrea, B. (2016). 6 Flipped Learning Technologies To Watch in 2016. THE Journal. Retrieved from https://thejournal.com/articles/2016/03/16/6-flipped-learning-technologies-to-watch-in-2016.aspx

Pros:

  • Helps kids who were absent, stay current.

  • Helps kids who don’t get the lesson the first time in class.

  • Good resource for teacher assistants or student support staff who may not know the curriculum or may not know what to focus on.

  • Can attach Google spreadsheets or other online quizzes to check for comprehension, along with the video link sent to students

Pros and Cons of The Flipped Classroom. (n.d.). Retrieved March 23, 2016, from http://www.teachhub.com/pros-and-cons-flipped-classroom
  • Students have more control
  • It promotes student-centered learning and collaboration
  • Access = easier for parents to see what’s going on
  • It can be more efficient
Acedo, M. (2013, November 27). 10 Pros And Cons Of A Flipped Classroom. Retrieved from http://www.teachthought.com/learning/blended-flipped-learning/10-pros-cons-flipped-classroom/
an example of a positive take:
  • Myth #1 – Proponents of the Flipped Classroom Methodology Dislike Lectures
  • Myth #2 – Flipping Your Class Means Getting Rid of Lecturing
  • Myth #3 – Flipping Your Class Will Mean That Students Will Stop Coming to Class
  • Myth #4 – Flipping Your Class Will Require Lots of Technical Knowledge
  • Myth #5 – Flipping Your Class Will Require Huge Amounts of Time
  • Myth #6 – Students Will Not Like the Flipped Class, and Your Teaching Evaluations Will Suffer
Kim, J. (n.d.). 6 Myths of the Flipped Classroom | Inside Higher Ed. Retrieved March 23, 2016, from https://www.insidehighered.com/blogs/technology-and-learning/6-myths-flipped-classroom

Cons:

  • I have a long way to go in my skill set in making the videos interesting (they, to me anyway, are really boring to watch).
  • I’m not sure how much they (the videos) are being utilized. There are just certain items that are learned better through direct one on one contact.
  • I know as I’m teaching, I get direct feedback from my students by looking at their faces and gauging comprehension. I, as a teacher, don’t get that feedback as I’m designing and creating my videos.”
Pros and Cons of The Flipped Classroom. (n.d.). Retrieved March 23, 2016, from http://www.teachhub.com/pros-and-cons-flipped-classroom
  • It can create or exacerbate a digital divide
  • It relies on preparation and trust
  • Not naturally a test-prep form of learning
  • Time in front of screens–instead of people and places–is increased
Acedo, M. (2013, November 27). 10 Pros And Cons Of A Flipped Classroom. Retrieved from http://www.teachthought.com/learning/blended-flipped-learning/10-pros-cons-flipped-classroom/
an example of negative take:
  • I dislike the idea of giving my students homework.
  • A lecture by video is still a lecture.
  • I want my students to own their learning.
  • My students need to be able to find and critically evaluate their own resources
Wright, S. (2012, October 8). The Flip: End of a Love Affair. Retrieved March 23, 2016, from http://plpnetwork.com/2012/10/08/flip-love-affair/

Research:

Zuber, W. J. (2016). The flipped classroom, a review of the literature. Industrial & Commercial Training, 48(2), 97-103. doi:10.1108/ICT-05-2015-0039 http://www.emeraldinsight.com/doi/full/10.1108/ICT-05-2015-0039

although learning styletheories serve as a justification for different learning activities it does not provide the necessarytheoretical framework as to how the activities need to be structured (Bishop and Verleger, 2013). p. 99

One observation from the literature is there is a lack of consistency of models of the FCM (Davieset al.,2013, p. 565) in addition to a lack of research into student performance, (Findlay-Thompson andMombourquette, 2014, p. 65; Euniceet al., 2013) broader impacts on taking up too much of thestudents’time and studies of broader student demographics. In another literature review of the FCM,Bishop and Verleger concur with the observation that there is a lack of consensus as to the definitionof the method and the theoretical frameworks (Bishop and Verleger, 2013). p. 99

The FCM isheavily reliant on technology and this is an important consideration for all who consideremploying the FCM. p. 101

Flipped Classrooms’ may not have any impact on learning:
https://blog.stcloudstate.edu/ims/2013/10/23/flipped-classrooms-may-not-have-any-impact-on-learning/

Gross, B., Marinari, M., Hoffman, M., DeSimone, K., & Burke, P. (2015). Flipped @ SBU: Student Satisfaction and the College Classroom. Educational Research Quarterly, 39(2), 36-52.
we found that high levels of student engagement and course satisfaction characterised the students in the flipped courses, without any observable reduction in academic performance.

Hotle, S. L., & Garrow, L. A. (2016). Effects of the Traditional and Flipped Classrooms on Undergraduate Student Opinions and Success. Journal Of Professional Issues In Engineering Education & Practice, 142(1), 1-11. doi:10.1061/(ASCE)EI.1943-5541.0000259
It was found that student performance on quizzes was not significantly different across the traditional and flipped classrooms. A key shortcoming noted with the flipped classroom was students’ inability to ask questions during lectures. Students in flipped classrooms were more likely to attend office hours compared to traditional classroom students, but the difference was not statistically significant.

Heyborne, W. H., & Perrett, J. J. (2016). To Flip or Not to Flip? Analysis of a Flipped Classroom Pedagogy in a General Biology Course. Journal Of College Science Teaching, 45(4), 31-37.
Although the outcomes were mixed, regarding the superiority of either pedagogical approach, there does seem to be a trend toward performance gains using the flipped pedagogy. We strongly advocate for a larger multiclass study to further clarify this important pedagogical question.

Tomory, A., & Watson, S. (2015). Flipped Classrooms for Advanced Science Courses. Journal Of Science Education & Technology, 24(6), 875-887. doi:10.1007/s10956-015-9570-8

 

of hierarchy and bosses

7 things no one tells a new CIO

https://fcw.com/Articles/2016/03/21/what-no-one-tells-a-new-cio.aspx

1. You don’t know nearly enough about your agency

2. There’s nothing quite like federal acquisition

3. Your time is not your own

4. Tech expertise is necessary but not sufficient

5. Government doesn’t have to be intransigent

6. You need to make friends — fast

7. It could be the best job you’ve ever had

Teaching Culturally Diverse Learners

Strategies for Teaching Culturally Diverse Learners

February 28, 2016 in Volume 6, Dr. Hope J. Hartman

the author explores the importance of understanding the multidimensional of cultural diversity and inclusion and how this understanding can be used by professors and instructors to more effectively develop varied instructional strategies which will allow them to teach with better cultural responsiveness. The author describes a variety of approaches she has used in highly diverse classrooms with undergraduate and graduate teacher education students.

Teaching with cultural responsiveness means applying strategies for culturally responsive teaching in my own courses. Teaching for cultural responsiveness means that students, pre and in-service teachers, should implement culturally responsive teaching strategies with their own preK-12 or higher education students.

Maturity

Both pre and in-service teachers are aware of culturally specific behavioral norms that result in discrepancies between the culture of many black students and the culture of the classroom. To address this gap, my students learn strategies for “culturally responsive social skills instruction” specifically designed for black adolescent males

Intelligence

Learning about this research helps students realize that even when they think that they are being responsive to cultural differences, they might be blinded by a cultural lens of invalid assumptions, causing them to lose sight of important cultural differences that can affect thinking and learning.

Cultural Identity

Everyone should realize that cultural stereotypes affecting identity go beyond race and ethnicity. For many people, their identity as adults is defined by their careers.

Gender identity/sexual orientation

Making LGBTQ resources and discussions a formal part of the curriculum helps to create a safe and accepting environment for the LGBTQ community, including not only people who identify as such, but also their parents, relatives, friends and teachers.

Special needs learners

 

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

universal design

Universal Design for Libraries and Librarians

Instructors: Jessica Olin, Director of the Library, Robert H. Parker Library, Wesley College; and Holly Mabry, Digital Services Librarian, Gardner-Webb University.
Starting Monday, April 11, 2016, running for 6 weeks
Register Online, page arranged by session date (login required)

Universal Design is the idea of designing products, places, and experiences to make them accessible to as broad a spectrum of people as possible, without requiring special modifications or adaptations. This course will present an overview of universal design as a historical movement, as a philosophy, and as an applicable set of tools. Students will learn about the diversity of experiences and capabilities that people have, including disabilities (e.g. physical, learning, cognitive, resulting from age and/or accident), cultural backgrounds, and other abilities. The class will also give students the opportunity to redesign specific products or environments to make them more universally accessible and usable. By the end of this class, students will be able to…

  • Articulate the ethical, philosophical, and practical aspects of Universal Design as a method and movement – both in general and as it relates to their specific work and life circumstances
  • Demonstrate the specific pedagogical, ethical, and customer service benefits of using Universal Design principles to develop and recreate library spaces and services in order to make them more broadly accessible
  • Integrate the ideals and practicalities of Universal Design into library spaces and services via a continuous critique and evaluation cycle

Details here and Registration here.

The death of the digital native and overselling the ed tech

The death of the digital native: four provocations from Digifest speaker, Dr Donna Lanclos

https://www.jisc.ac.uk/inform-feature/the-death-of-the-digital-native-23-feb-2016

educators need to figure out what they need to do. Are you trying to have a conversation? Are you simply trying to transmit information? Or are you, in fact, trying to have students create something?

Answer those pedagogical questions first and then – and only then – will you be able to connect people to the kinds of technologies that can do that thing.

The ‘digital native’ is a generational metaphor. It’s a linguistic metaphor. It’s a ridiculous metaphor. It’s the notion that there is a particular generation of people who are fundamentally unknowable and incomprehensible.

There are policy implications: if your university philosophy is grounded in assumptions around digital natives, education and technology, you’re presupposing you don’t have to teach the students how to use tech for their education. And, furthermore, it will never be possible to teach that faculty how to use that technology, either on their own behalf or for their students.

A very different paradigm is ‘visitor and resident‘. Instead of talking about these essentialised categories of native and immigrant, we should be talking about modes of behaviour because, in fact, some people do an awful lot of stuff with technology in some parts of their lives and then not so much in other parts.

How much of your university practice is behind closed doors?   This is traditional, of course, gatekeeping our institutions of higher education, keeping the gates in the walled campuses closed. So much of the pedagogy as well as the content of the university is locked away. That has implications not just for potential students but also from a policy perspective – if part of the problem in higher education policy is of non-university people not understanding the work of the university, being open would have really great potential to mitigate that lack of understanding.

 I would like to see our universities modelling themselves more closely on what we should be looking for in society generally: networked, open, transparent, providing the opportunity for people to create things that they wouldn’t create all by themselves.

I understand the rationale for gatekeeping, I just don’t think that there’s as much potential with a gatekept system as there is with an open one.

There are two huge problems with the notion of “student expectations”: firstly, the sense that, with the UK’s new fee model, students’ ideas of what higher education should be now weigh much more heavily in the institutions’ educational planning. Secondly, institutions in part think their role is to make their students “employable” because some politician somewhere has said the university is there to get them jobs.

Students coming into higher education don’t know much about what higher education can be. So if we allow student expectations to set the standard for what we should be doing, we create an amazingly low bar.

The point of any educational system is not to provide citizens with jobs. That’s the role of the economy.

Universities are not vocational

Institutions can approach educational technology in two very different ways. They can have a learning technology division that is basically in charge of acquiring and maintaining educational technology. Or they can provide spaces to develop pedagogy and then think about the role of technology within that pedagogy.

 

surveillance and privacy

FBI quietly changes its privacy rules for accessing NSA data on Americans

Classified revisions accepted by secret Fisa court affect NSA data involving Americans’ international emails, texts and phone calls

The FBI has quietly revised its privacy rules for searching data involving Americans’ international communications that was collected by the National Security Agency, US officials have confirmed to the Guardian.

Pro Domo Sua: Are We Puppets in a Wired World? Surveillance and privacy revisited…

More on privacy in this IMS blog:
https://blog.stcloudstate.edu/ims/page/2/?s=privacy&submit=Search

more on surveillance in this IMS blog:
https://blog.stcloudstate.edu/ims/?s=surveillance&submit=Search

denial of sleep attacks

Security Tops List of Trends That Will Impact the Internet of Things

By David Nage 02/25/16

https://campustechnology.com/articles/2016/02/25/security-tops-list-of-trends-that-will-impact-the-internet-of-things.aspx

Are you ready to deal with “denial of sleep” attacks? Those are attacks using malicious code, propagated through the Internet of Things, aimed at draining the batteries of your devices by keeping them awake.

  1. Security. threats extend well beyond denial of sleep: “The IoT introduces a wide range of new security risks and challenges to the IoT devices themselves, their platforms and operating systems, their communications, and even the systems to which they’re connected.
  2. Analytics. IoT will require a new approach to analytics. “New analytic tools and algorithms are needed now, but as data volumes increase through 2021, the needs of the IoT may diverge further from traditional analytics,” according to Gartner.
  3. Device (Thing) Management. IoT things that are not ephemeral — that will be around for a while — will require management like every other device (firmware updates, software updates, etc.), and that introduces problems of scale.
  4. Low-Power, Short-Range IoT Networks. Short-range networks connecting IT devices will be convoluted. There will not be a single common infrastructure connecting devices.
  5. Low-Power, Wide-Area Networks. Current solutions are proprietary, but standards will come to dominate.
  6. Processors and Architecture. Designing devices with an understanding of those devices’ needs will require “deep technical skills.”
  7. Operating Systems. There’s a wide range of systems out there that have been designed for specific purposes.
  8. Event Stream Processing.  “Some IoT applications will generate extremely high data rates that must be analyzed in real time.
  9. Platforms. “IoT platforms bundle many of the infrastructure components of an IoT system into a single product.
  10. Standards and Ecosystems. as IoT devices proliferate, new ecosystems will emerge, and there will be “commercial and technical battles between these ecosystems” that “will dominate areas such as the smart home, the smart city and healthcare.

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