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Social Media Usage at
Universities
How should it be done?
Jennifer-Carmen Frey, Martin Ebner, Martin Schön, Behnam Taraghi
Graz University of Technology
Donnerstag, 09. Mai 13
Donnerstag, 09. Mai 13
Agenda
Motivations
Research Questions
Analysis
Results
Donnerstag, 09. Mai 13
Social Media in Marketing and
Public Relations
Donnerstag, 09. Mai 13
Social Media in Universities
Donnerstag, 09. Mai 13
Efficient presence in social web
which factors have to be kept in mind when
doing social media work at universities
Which activity characteristics have an impact
on user engagement in social network
Which influencers can be identified?
Social Media Goals
Donnerstag, 09. Mai 13
Analyze the present activities of universities in
social media
Evaluate the success by measuring the user
engagement concerning different characteristics
How to Reach Goals
Donnerstag, 09. Mai 13
Communication behavior of first semester students at TU Graz
Social Media at Universities
Donnerstag, 09. Mai 13
Selected Universities
Donnerstag, 09. Mai 13
Analyzed Characteristics
Time
Time the post has been published
Addressed target groups
Staff, students, future students, public
Post components
Videos, pictures, text, hyperlinks, composition of these
Post text length
Number of characters of the text
Post content
Subject, function, time reference
Frequency of postings
Brinker text function model
Donnerstag, 09. Mai 13
From Post to User interaction
Donnerstag, 09. Mai 13
Facebook Edgerank Algorithm
Selects posts to be shown on users‘ news feed:
Affinity
How strong is the relation btw. user and the fan page / friend?
How often does user interact with the page? (interaction rate)
How is the interaction rate of friends of the user?
...
Weight
Value to promote specific content vs. other content types
Time decay
Time has passed since the post has been published
Possible reach factors:
Number of fans Talk-about count Edgerank settings
Donnerstag, 09. Mai 13
Measuring User Engagement
Assumption:
average interaction rate decreases while fan number increases
A grand amount of fans influence overall interaction rate (Jochenmich, 13)
Scale
reaction per fan reaction per
talk-about
> 100000 fans 0.0015 0.0626
5000 - 100000 fans 0.0021 0.0622
< 5000 fans 0.0076 0.1207
Efficiency(P) = 100 * ( Act(P) / Est(P) )
Estimated User Engagement:
Est(P) = 0.5 * ( fans(P)*fanFactor(size(P)) + talk-about(p) * talk-aboutFactor(size(P) )
Donnerstag, 09. Mai 13
Statistical Analysis
Goal:
Potential relations btw. post characteristics and efficiency
Methods used:
Pearson‘s Correlation
Spearman‘s rank correlation
Clustering methods, ...
Time period: 09 - 11 2012
Donnerstag, 09. Mai 13
Statistics in Detail
Number of posts per University 09 - 11 2012
Donnerstag, 09. Mai 13
Statistics in Detail
Number of comments per University 09 - 11 2012
Donnerstag, 09. Mai 13
Statistics in Detail
Number of fans / talk-about count per University 09 - 11 2012
Donnerstag, 09. Mai 13
Statistics in Detail
Average reaction rate per post 09 - 11 2012
Donnerstag, 09. Mai 13
Results - Identified Influencers
UE does not correlate with a single characteristic
Composition of characteristics can define an efficient post
Detected influencers:
Time
Post components
Post content (subject, function, time reference)
Donnerstag, 09. Mai 13
Influencers: Time
1: Monday
...
7: Sunday
1: 22:00 - 05:00
2: 05:00 - 08:00
3: 08:00 - 11:00
4: 11:00 - 13:00
5: 13:00 - 18:00
6: 18:00 - 22:00
Donnerstag, 09. Mai 13
Influencers: Post Components
Negative correlation btw. UE and posts without
visual elements
Donnerstag, 09. Mai 13
Influencers: Post Content
Donnerstag, 09. Mai 13
Results - Other Characteristics
Text length: not influential
Addressed target group: not influential
Frequency of postings per day: 1 <= f <= 3
Comparison of university efforts:
Some universities obtain higher UE rate although lower fan base / talk-about rate
Best Example: Ohio State University vs. Harward
Donnerstag, 09. Mai 13
Some Social Media Strategies
for Universities
Strengthen social aspects
Present university as a common work place
Supply opportunities to keep in contact with community
Accomplishment of social conventions (Greetings etc.)
Combine visual posts with text.
Post on weekend at night
Post some contents just for fun
Avoid information about research
Avoid pure announcements, use other media instead
Donnerstag, 09. Mai 13
Graz University of Technology
SOCIAL LEARNING
Computer and Information Services
Graz University of Technology
Behnam Taraghi
http://elearning.tugraz.at
Slides available at: http://elearningblog.tugraz.at
behi_at
Graz University of Technology
Donnerstag, 09. Mai 13

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Social Media Usage at Universities - How should it be done?

  • 1. Social Media Usage at Universities How should it be done? Jennifer-Carmen Frey, Martin Ebner, Martin Schön, Behnam Taraghi Graz University of Technology Donnerstag, 09. Mai 13
  • 4. Social Media in Marketing and Public Relations Donnerstag, 09. Mai 13
  • 5. Social Media in Universities Donnerstag, 09. Mai 13
  • 6. Efficient presence in social web which factors have to be kept in mind when doing social media work at universities Which activity characteristics have an impact on user engagement in social network Which influencers can be identified? Social Media Goals Donnerstag, 09. Mai 13
  • 7. Analyze the present activities of universities in social media Evaluate the success by measuring the user engagement concerning different characteristics How to Reach Goals Donnerstag, 09. Mai 13
  • 8. Communication behavior of first semester students at TU Graz Social Media at Universities Donnerstag, 09. Mai 13
  • 10. Analyzed Characteristics Time Time the post has been published Addressed target groups Staff, students, future students, public Post components Videos, pictures, text, hyperlinks, composition of these Post text length Number of characters of the text Post content Subject, function, time reference Frequency of postings Brinker text function model Donnerstag, 09. Mai 13
  • 11. From Post to User interaction Donnerstag, 09. Mai 13
  • 12. Facebook Edgerank Algorithm Selects posts to be shown on users‘ news feed: Affinity How strong is the relation btw. user and the fan page / friend? How often does user interact with the page? (interaction rate) How is the interaction rate of friends of the user? ... Weight Value to promote specific content vs. other content types Time decay Time has passed since the post has been published Possible reach factors: Number of fans Talk-about count Edgerank settings Donnerstag, 09. Mai 13
  • 13. Measuring User Engagement Assumption: average interaction rate decreases while fan number increases A grand amount of fans influence overall interaction rate (Jochenmich, 13) Scale reaction per fan reaction per talk-about > 100000 fans 0.0015 0.0626 5000 - 100000 fans 0.0021 0.0622 < 5000 fans 0.0076 0.1207 Efficiency(P) = 100 * ( Act(P) / Est(P) ) Estimated User Engagement: Est(P) = 0.5 * ( fans(P)*fanFactor(size(P)) + talk-about(p) * talk-aboutFactor(size(P) ) Donnerstag, 09. Mai 13
  • 14. Statistical Analysis Goal: Potential relations btw. post characteristics and efficiency Methods used: Pearson‘s Correlation Spearman‘s rank correlation Clustering methods, ... Time period: 09 - 11 2012 Donnerstag, 09. Mai 13
  • 15. Statistics in Detail Number of posts per University 09 - 11 2012 Donnerstag, 09. Mai 13
  • 16. Statistics in Detail Number of comments per University 09 - 11 2012 Donnerstag, 09. Mai 13
  • 17. Statistics in Detail Number of fans / talk-about count per University 09 - 11 2012 Donnerstag, 09. Mai 13
  • 18. Statistics in Detail Average reaction rate per post 09 - 11 2012 Donnerstag, 09. Mai 13
  • 19. Results - Identified Influencers UE does not correlate with a single characteristic Composition of characteristics can define an efficient post Detected influencers: Time Post components Post content (subject, function, time reference) Donnerstag, 09. Mai 13
  • 20. Influencers: Time 1: Monday ... 7: Sunday 1: 22:00 - 05:00 2: 05:00 - 08:00 3: 08:00 - 11:00 4: 11:00 - 13:00 5: 13:00 - 18:00 6: 18:00 - 22:00 Donnerstag, 09. Mai 13
  • 21. Influencers: Post Components Negative correlation btw. UE and posts without visual elements Donnerstag, 09. Mai 13
  • 23. Results - Other Characteristics Text length: not influential Addressed target group: not influential Frequency of postings per day: 1 <= f <= 3 Comparison of university efforts: Some universities obtain higher UE rate although lower fan base / talk-about rate Best Example: Ohio State University vs. Harward Donnerstag, 09. Mai 13
  • 24. Some Social Media Strategies for Universities Strengthen social aspects Present university as a common work place Supply opportunities to keep in contact with community Accomplishment of social conventions (Greetings etc.) Combine visual posts with text. Post on weekend at night Post some contents just for fun Avoid information about research Avoid pure announcements, use other media instead Donnerstag, 09. Mai 13
  • 25. Graz University of Technology SOCIAL LEARNING Computer and Information Services Graz University of Technology Behnam Taraghi http://elearning.tugraz.at Slides available at: http://elearningblog.tugraz.at behi_at Graz University of Technology Donnerstag, 09. Mai 13