Searching for "social media research"

social media research toolkit

thank you, Greg Jorgensen, an excellent list of tools for analytics + excellent background info (price, social media tools served, output format

Social Media Research Toolkit – Peer Tested & Peer Reviewed

Social Media Research Toolkit

Gephi, Hootsuite, NodeXL, Sysomos, Gnip, Issuecrawler, Brandwatch, Netvizz, Datasift, Crimson Hexagon, tweepy, streamR, Twitoxmy, Digmind, Twitris, yourTwapperKeeper, DiscoverText, Webometric Analyst, python-twitter, twurl, Tweet Archivist, vtracker, Netlytic, twython, OutWit Hub, Mozdeh, Affinio, Rfacebook, Facepager, Flocker, 140dev, Sodato, Foller.me, Textexture, Hosebird, Websta, followthehashtag, Chorus, VOSON/Uberlink, Info Extractor, twarc, iScience Maps, Social Feed Manager, facebook-sdk, Socioviz, Naoyun, Visibrain Focus, TwitterGoogles, DD-CSS, YouTube Data Tools, SocialMediaMineR, tStreamingArchiver, Twitter Stream Downloader

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more on social media analytics in this IMS blog
https://blog.stcloudstate.edu/ims?s=social+media+analytics
more on social media management in this blog
https://blog.stcloudstate.edu/ims?s=social+media+management
more on altmetrics in this blog
https://blog.stcloudstate.edu/ims?s=altmetrics

social media for research

Using Social Media for Research – November 16
12:00 – 1:00 p.m.
1314 Social Sciences

Professor Lee-Ann Kastman Breuch (Writing Studies) and Michael Beckstrand (Mixed-Methods Research Associate, LATIS) will discuss how to retrieve, prepare, and analyze social media data for research projects. Using two case studies, Lee-Ann will share examples of a grounded theory analysis of blog, Twitter, and Facebook data.  Michael will speak about the technical aspects of retrieving and managing social media data. Pizza will be provided. Learn more and register here.
This event is part of the 2018-19 Research Development Friday Roundtable Series organized by the CLA Research Development Team.

Social media and Data Visualization

Workshop materials

Number of participants: 10
Prerequisites: None
Duration: 2 days

Technologies
Software

Online

Agenda

All workshop sessions will take place 9:00 a.m. – noon, with lab time and office hours 1:30 -3:30 p.m.

Tuesday, August 22

  • Introduction to web-scraping
  • Introduction to APIs
  • Facepager
  • Activities
  • Work & get help on your own projects

Wed, August 23

  • Recap
  • Introduction to OpenRefine
  • Cleaning social media data with OpenRefine
  • Analyzing/Visualizing the social media data
    • Atlas.TI
    • Voyant
    • Gephi

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

research with social media

Doctoral Cohorts and Research using Social Media

Explore social media sites to find out what is the most pertinent “talk” in your scientific community. What are the latest trends and discussions, topics of research and interests. Most prominent social media sites, such as
LinkedIn, https://www.linkedin.com/
Twitter, https://twitter.com/
Facebook, https://www.facebook.com/
Pinterest https://www.pinterest.com/
Instagram, http://instagram.com/
use hashtags.
LinkedIn has “professional groups.”

Identify your hashtag strategy similarly to your keyword strategy when searching peer-reviewed articles

  E.g., if your interest is #principalship, you can seek channels and conversations by using it as a hashtag

  Search and subscribe to LinkedIn “Interests/Groups” and lurk or actively participate in the conversations.

  Consider start and maintenance of your own blog with your daily reflections on your research progress

  E.g., LinkedIn can be very much used as a blog, although you can subscribe for a free one such as Edublog

p. 141. Chapter 8 “Using Social Media in Research.”
Bell, J. (1999). Doing your research project: A guide for first-time researchers in education and social science (3rd ed.). Buckingham [England] ; Philadelphia: Open University Press. (Available on Google and at SCSU Library through ILL)

Crowdsourcing, social networking. Consider the following questions:

  1. What are your goals?
  2. Who do you want to reach?
  3. Why do you want to reach them?
  4. Which digital tool or platform will be most effective in enabling you to reach your goals?
  5. If you already spend time each day using social media for personal reasons, how much time are you able to set aside each day to use social media for research?
  6. at what time of day will you engage in social media? (time differences, if you are communicating globally)

the value of social media: Community, Content, Conversations.

 

Davis III, C.H.F., Deil-Amen, R., Rios-Aguilar, C., & González Canché, M.S. Social media and higher education: A literature review and research directions. Report printed by the University of Arizona and Claremont Graduate University. Accessed January 27, 2015 http://works.bepress.com/hfdavis/2/

 

research on fake news

Why do Americans share so much fake news? One big reason is they aren’t paying attention, new research suggests

a new study in Nature

Lack of attention was the driving factor behind 51.2% of misinformation sharing among social media users who participated in an experiment conducted by a group of researchers from MIT, the University of Regina in Canada, University of Exeter Business School in the United Kingdom and Center for Research and Teaching in Economics in Mexico.

 

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

Media Literacy for GLST 195

Information Media and Digital Literacy for GLST 195: Global Society & Citizenship    

Instructor: Prof. Chuks Ugochukwu   Per Syllabus:

COURSE LEARNING OUTCOMES:
The course meets Liberal Education Program (LEP), Goal Area 8: Global Perspective; and Goal Area 9: Ethical and Civic Responsibility objectives
Goal Area 8: Global Perspective. Objective: Develop a comparative perspective and understanding of one’s place in a global context.

Students will be able to:

  1. Describe and analyze political, economic, and cultural elements which influence relations of states and societies in their historical and contemporary dimensions.
  2. Demonstrate knowledge of cultural, social, religious and linguistic differences.
  3. Analyze specific international problems, illustrating the cultural,economic, and political differences that affect their solution.
  4. Understand the role of a world citizen and the responsibility world citizens share for their common global future.

Goal Area 9: Ethical and Civic Responsibility Objective: Understand and evaluate ethical or civic issues and theories and participate in active citizenship or ethical judgment

OUR HUSKY COMPACT

Our Husky Compact is a bond shared by St. Cloud State University and its students that a SCSU education will prepare students for a life of growth and fulfillment – intellectually, professionally, and personally. When students graduate with an SCSU education, they will:

  • Think Creatively and Critically
  • Seek and Apply Knowledge
  • Communicate Effectively
  • Integrate Existing and Evolving Technologies
  • Engage as a Member of a Diverse and Multicultural World
  • Act with Personal Integrity and Civic Responsibility

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Week ???: Information – Media and Digital Literacy

Most students can’t tell fake news from real news, study shows
Read more: https://blog.stcloudstate.edu/ims/2017/03/28/fake-news-3/

Module 1
video to introduce students to the readings and expected tasks

https://mediaspace.minnstate.edu/media/GLST+195+Module+1/1_32242qua

  1. Fake News / Misinformation / Disinformation
    1. Definitions
      1. Fake news, alternative facts
        https://blog.stcloudstate.edu/ims?s=fake+news
        https://blog.stcloudstate.edu/ims?s=alternative+facts

Mini-Assignment: After reading the information from the links above, take a minute to write out your own definition of 1. Fake News 2. Alternative Facts

      1. Misinformation vs disinformation
        https://blog.stcloudstate.edu/ims/2018/02/18/fake-news-disinformation-propaganda/

Mini-Assignment: After reading the information from the links above, take a minute to write out your own definition of 1. Misinformation 2. Disinformation. What are their main characteristics? How do they differ?

        1. Propaganda

Mini-Assignment: What is Propaganda? How do misinformation, disinformation, fake news and alternative facts fit into the process of propaganda?

        1. Conspiracy theories
          https://blog.stcloudstate.edu/ims?s=conspiracy+theories

Mini-Assignment:  Using the information from the links above, can you establish the connection between conspiracy theories, propaganda, mis- and disinformation, fake news, alternative news and social media?

          1. Bots, trolls
            https://blog.stcloudstate.edu/ims/2017/11/22/bots-trolls-and-fake-news/
            https://blog.stcloudstate.edu/ims/2020/04/30/fake-social-media-accounts-and-politicians/
            https://blog.stcloudstate.edu/ims/2020/01/20/bots-and-disinformation/

Mini-Assignment: using the info from the links above and/or information you have collected, can you define the role of bots and trolls in social media in regard to propaganda and conspiracy theories?

        1. Clickbait
          Filter bubbles, echo chambers
          (8 min) video explains filter bubbles
          https://www.ted.com/talks/eli_pariser_beware_online_filter

Mini-Assignment:: based on your own information and experience, as well as the information offered in the links, can you define your own resistance to clickbaits?

Assignment: which challenges do you identify with?
The Challenge of Teaching News Literacy:
https://soundcloud.com/edsurge/the-challenge-of-teaching-news-literacy

25 min podcast.

In a short paragraph, identify the issues you see as important to address in order to improve your own news literacy.
time to accomplish the assignment: ~45 min (including listening to the podcast).

  1. Why is it important to understand these processes?

Assignment: why is it important:

In a short paragraph, share your initial feeling about Fake News / Misinformation / Disinformation. 1. Do you think, it is important at all? 2. If yes, why; if not, why. 3. If yes, what is the importance, the impact?
time to accomplish the assignment: ~5-10 min

  1. How to deal with these processes
    1. how do we apply hands-on critical thinking to withstand these processes?
      1. What is critical thinking

disciplined thinking that is clear, rational, open-minded, and informed by evidence: https://www.dictionary.com/browse/critical-thinking

  1. Ability to research

Ability to find reliable information

  1. Popular media

How to spot fake news:
https://blog.stcloudstate.edu/ims/2017/03/15/fake-news-bib/
Can machines create fake news?
https://blog.stcloudstate.edu/ims/2019/10/24/fake-news-generator/
Can machines “clean up” fake from real?
https://blog.stcloudstate.edu/ims/2020/11/16/identifying-fake-news-by-90/
What can humans do to distinguish fake from real? Consider these five factors:
https://blog.stcloudstate.edu/ims/2017/06/26/fake-news-real-news/

Considering the second factor (who published it), here is a scale to consider when evaluating the veracity of your sources:
https://blog.stcloudstate.edu/ims/2017/08/13/library-spot-fake-news/
(can you find your favorite magazine/newspaper on the graphic?)

https://blog.stcloudstate.edu/ims/2016/12/14/fake-news-2/

(can you find your favorite news organization on the graphic?)

Factcheckers/Factchecking Organizations:
https://blog.stcloudstate.edu/ims/2017/03/28/fake-news-resources/

https://blog.stcloudstate.edu/ims/2016/12/14/fake-news-2/

  1. Peer-reviewed literature

Similarly to the assessment of popular information sources, academia requires vigorous vetting if the sources you will be using for your academic work. In the 21st century, your ability to find information in peer-reviewed journals might not be sufficient to assure accurate and reliable use of information from those resources for your research and writing. After your selection of peer-reviewed literature, you must be able to evaluate and determine the veracity and reliability of those sources.
How do you evaluate a source of information to determine if it is appropriate for academic/scholarly use. There is no set “checklist” to complete but below are some criteria to consider when you are evaluating a source.

Here is a short (4 min) video introducing you to the well-known basics for evaluation of academic literature:
https://youtu.be/qUd_gf2ypk4

  1. ACCURACY
    1. Does the author cite reliable sources?
    2. How does the information compare with that in other works on the topic?
    3. Can you determine if the information has gone through peer-review?
    4. Are there factual, spelling, typographical, or grammatical errors?
  2. AUDIENCE
    1. Who do you think the authors are trying to reach?
    2. Is the language, vocabulary, style and tone appropriate for intended audience?
    3. What are the audience demographics? (age, educational level, etc.)
    4. Are the authors targeting a particular group or segment of society?
  3. AUTHORITY
    1. Who wrote the information found in the article or on the site?
    2. What are the author’s credentials/qualifications for this particular topic?
    3. Is the author affiliated with a particular organization or institution?
    4. What does that affiliation suggest about the author?
  4. CURRENCY
    1. Is the content current?
    2. Does the date of the information directly affect the accuracy or usefulness of the information?
  5. OBJECTIVITY/BIAS
    1. What is the author’s or website’s point of view?
    2. Is the point of view subtle or explicit?
    3. Is the information presented as fact or opinion?
    4. If opinion, is the opinion supported by credible data or informed argument?
    5. Is the information one-sided?
    6. Are alternate views represented?
    7. Does the point of view affect how you view the information?
  6. PURPOSE
    1. What is the author’s purpose or objective, to explain, provide new information or news, entertain, persuade or sell?
    2. Does the purpose affect how you view the information presented?

In 2021, however, all suggestions above may not be sufficient to distinguish a reliable source of information, even if the article made it through the peer-reviewed process. In time, you should learn to evaluate the research methods of the authors and decide if they are reliable. Same applies for the research findings and conclusions.

Assignment: seeking reliable information

From your syllabus weekly themes: 1. Food; 2. Health; 3. Energy; 4. Environment; 5. Security, chose a topic of your interest.
For example: Food: raising cattle for food contributes to climate changes, because of the methane gas, or Health: COVID is the same (or not the same) as the flu; or Energy: Fossil energy is bad (or good) for the environment; etc.
Please consult with me (email me for a zoom appointment: pmiltenoff@stcloudstate.edu), if you need to discuss the choice and narrowing down of the topic.
Once you decide on the topic, do the research by collecting four sources of information:

The first couple of sources will be from popular media, whereas each of the two articles will be having an opposite approach, arguments and understanding of the issue. For example, one article will claim fossil energy is bad for the environment and the other one will argue fossil fuel has insignificant impact on climate change. You must be able to evaluate the veracity and the leaning of each source. The source can be a newspaper or magazine article, video (TV or Social Media), audio (podcasts, TV, etc.), presentations (PowerPoint, SlideShare, etc.).
Having troubles finding opposing resources? Feel welcome to search for your topic among these news outlets on the conservative side:
https://www.conservapedia.com/Top_Conservative_news_websites
and the https://aelieve.com/rankings/websites/category/news-media/top-liberal-websites/
In the same fashion, you will evaluate the second couple of sources from peer-reviewed journals. Each source will have different approach, argument and understanding of the issue and you must evaluate the robustness of the research method.

time to accomplish the assignment: ~30 min

Module 2 (video to introduce students to the readings and expected tasks)

  1. Digital Citizenship, Global Citizenship and Multiculturalism
    1. Definitions
    2. Global Citizenship
      seek global sources:

start reading:
e.g. start following and reading several news outlets from other countries and with time, you should be able to detect differences in opinions and facts presented at those outlets and your current sources for information:
Spiegel International (German, left-leaning)
https://www.facebook.com/spiegelinternational
Le Monde Diplomatique
https://www.facebook.com/mondediplo
El Pais (Spanish, left leaning)
https://www.facebook.com/elpaisinenglish

Moscow Times (Russian, left leaning)
https://www.facebook.com/MoscowTimes
The Epoch Times (Chinese, far-right)
https://www.theepochtimes.com/

Start watching (smart phone, laptop) news feeds, live or vlog (video blog):

Africa News
https://youtu.be/NQjabLGdP5g
Nigeria Live (you can seek any other country on YouTube by typing the name of the country adding “live”)
https://youtu.be/ATJc9LyPZj8
Al Jazeera in English
https://youtu.be/GXfsI-zZO7s

Deutsche Welle
https://www.youtube.com/user/deutschewelleenglish

BBC
https://www.youtube.com/user/bbcnews

Russia Today
https://www.youtube.com/user/RussiaToday

China Today
https://www.youtube.com/channel/UCBOqkAGTtzZVmKvY4SwdZ2g
India News
https://www.youtube.com/user/IndiaTV
you can also follow specific people’s vlogs, e.g.
Alexei Navalny’s vlog has English subtitles
https://www.youtube.com/user/NavalnyRu

France 24 Live
https://youtu.be/HeTWwH1a0CQ

 

Start listening (smart phone, laptop):
BBC
https://play.google.com/store/apps/details?id=uk.co.bbc.android.iplayerradio&hl=en_US&gl=US (Android app)

https://apps.apple.com/gb/app/bbc-sounds/id1380676511 (iOS app)

Deutsche Welle
https://play.google.com/store/apps/details?id=com.exlivinapps.deutschewelleradioappde&hl=en_US&gl=US (Android app)

https://apps.apple.com/us/developer/deutsche-welle/id305630107 (iOS app)

 

Assignment:
Global Citizenship and Multiculturalism and Information and Media Literacy

Study the following tweet feed
https://blog.stcloudstate.edu/ims/2021/02/18/facebook-google-australia/
If the information from the tweet feed is insufficient, research the issue by seeking reliable sources. (In a short paragraph defend your choice of reliable sources).
What do you see as more important issue: the Facebook stance that it can be a subject of Australian law or the Australian government stance that Facebook is interfering in Australian life with its news delivery? Is Facebook a news outlet or a platform for news outlets? Does Facebook need to be regulated? By who; each country do have to regulate Facebook or Facebook needs to be regulated globally?

time to accomplish the assignment: ~30 min

 

Module 3 (video to introduce students to the readings and expected tasks)

  1. Assistance for work on the final project / paper

 

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Here a list of additional materials and readings on Fake News
https://www.ted.com/talks/eli_pariser_beware_online_filter

social media and conspiracy theories

Study: U.S. adults who mostly rely on social media for news are less informed, exposed to more conspiracies from r/technology

Study: US adults who mostly rely on social media for news are less informed, exposed to more conspiracies

new report from Pew Research makes an attempt to better understand U.S. adults who get their news largely from social media platforms, and compare their understanding of current events and political knowledge to those who use other sources, like TV, radio and news publications.

social media harms democracy

Pew research: Tech experts believe social media is harming democracy from r/technology

Many Tech Experts Say Digital Disruption Will Hurt Democracy

The years of almost unfettered enthusiasm about the benefits of the internet have been followed by a period of techlash as users worry about the actors who exploit the speed, reach and complexity of the internet for harmful purposes. Over the past four years – a time of the Brexit decision in the United Kingdom, the American presidential election and a variety of other elections – the digital disruption of democracy has been a leading concern.

Some think the information and trust environment will worsen by 2030 thanks to the rise of video deepfakescheapfakes and other misinformation tactics.

Power Imbalance: Democracy is at risk because those with power will seek to maintain it by building systems that serve them not the masses. Too few in the general public possess enough knowledge to resist this assertion of power.

EXPLOITING DIGITAL ILLITERACY

danah boyd, principal researcher at Microsoft Research and founder of Data & Society, wrote, “The problem is that technology mirrors and magnifies the good, bad AND ugly in everyday life. And right now, we do not have the safeguards, security or policies in place to prevent manipulators from doing significant harm with the technologies designed to connect people and help spread information.”

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

social media for good

9 ways real students use social media for good

Michael Niehoff  October 2, 2019

https://www.iste.org/explore/Digital-citizenship/9-ways-real-students-use-social-media-for-good

1.  Sharing tools and resources.

2.  Gathering survey data.

3. Collaborating with peers.

4. Participating in group work.

5. Communicating with teachers.

6. Researching careers.

7. Meeting with mentors and experts.

8. Showcasing student work.  

9. Creating digital portfolios.

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more about social media in education in this IMS blog
https://blog.stcloudstate.edu/ims?s=social+media+education

digital media misinformation

Digital Media Has a Misinformation Problem—but It’s an Opportunity for Teaching.

Jennifer Sparrow    Dec 13, 2018

https://www.edsurge.com/news/2018-12-13-digital-media-has-a-misinformation-problem-but-it-s-an-opportunity-for-teaching

https://www.edsurge.com/news/2018-12-13-digital-media-has-a-misinformation-problem-but-it-s-an-opportunity-for-teaching

Research has shown that 50 percent of college students spend a minimum of five hours each week on social media. These social channels feed information from news outlets, private bloggers, friends and family, and myriad other sources that are often curated based on the user’s interests. But what really makes social media a tricky resource for students and educators alike is that most companies don’t view themselves as content publishers. This position essentially absolves social media platforms of the responsibility to monitor what their users share, and that can allow false even harmful information to circulate.

“How do we help students become better consumers of information, data, and communication?” Fluency in each of these areas is integral to 21st century-citizenry, for which we must prepare students.

In English 202C, a technical writing course, students use our Invention Studio and littleBits to practice inventing their own electronic devices, write instructions for how to construct the device, and have classmates reproduce the invention.

The proliferation of mobile devices and high-speed Wi-Fi have made videos a common outlet for information-sharing. To keep up with the changing means of communication, Penn State campuses are equipped with One Button Studio, where students can learn to produce professional-quality video. With this, students must learn how to take information and translate it into a visual medium in a way that will best benefit the intended audience. They can also use the studios to hone their presentation or interview skills by recording practice sessions and then reviewing the footage.
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more on digital media in this IMS blog
https://blog.stcloudstate.edu/ims?s=digital+media

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