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Author SocInfo (Conference) (7th : 2015 : Beijing, China)

Title Social informatics : 7th International Conference, SocInfo 2015, Beijing, China, December 9-12, 2015 : proceedings / Tie-Yan Liu, Christie Napa Scollon, Wenwu Zhu (Eds.)
Published [Cham] : Springer, [2015]


Description 1 online resource
Series Lecture notes in computer science ; 9471
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI
Lecture notes in computer science ; 9471. 1611-3349
Lecture notes in computer science ; 9471.
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
Contents Intro; Preface; Organization; Contents; Culture, Imagined Audience, and Language Choices of Multilingual Chinese and Korean Students on Facebook; 1 Introduction; 2 Related Work; 2.1 Collectivistic Culture and SNS Usage; 2.2 Language Choice; 2.3 The Imagined Audience; 3 Methodology; 3.1 Participants; 3.2 Experiment Flow; Part 1. Online Scenario-Based Open-Ended Exercise.; Part 2. Two Surveys: Demographics and Facebook Posts.; Part 3. Exploratory Visualization of Language Usage on Facebook.; Part 4. Semi-Structured Interview.; 3.3 Data Analysis; 4 Results; 4.1 Scenarios
4.2 Target Audience and Language Obligations5 Discussion; 5.1 Post Content and Cultural Considerations (RQ1); Collectivistic Culture and L1.; Sharing Cultures in English.; 5.2 Division of the Imagined Audience (RQ2); Imagined Audience and Friendship Distribution.; Language Proficiency of the Poster and the Audience.; 5.3 On the Other Side of the Barrier; 6 Limitations; 7 Conclusion; References; Analyzing Factors Impacting Revining on the Vine Social Network; 1 Introduction; 2 Dataset; 3 User Behavior on Vine; 3.1 Basic Analysis; 3.2 Revining Behavior and Followers and Following
3.3 Revining and Temporal Behavior3.4 Revining and Hash Tags; 3.5 Revining and Followers; 3.6 Revine Tree; 4 Labeled Data Analysis; 4.1 Revining and the Content/Emotion of Vines; 4.2 Revining and Cyberbullying Vines; 5 Conclusions; References; Who Stays Longer in Community QA Media? -- User Behavior Analysis in cQA -; 1 Introduction; 2 Related Work; 2.1 cQA Services Analysis; 2.2 cQA User Motivation; 2.3 Sequential Behavior Analysis and Phase Modeling; 3 Macro Analysis of cQA User Behaviors; 3.1 Dataset; 3.2 Basic Statistics; 4 Micro Analysis of cQA User Behaviors; 4.1 User Phase Analysis
5 Discussion6 Conclusion; References; Analyzing Labeled Cyberbullying Incidents on the Instagram Social Network; 1 Introduction; 2 Related Works; 3 Data Collection; 4 Cyberbullying Labeling; 5 Analysis and Characterization of Ground Truth Data; 5.1 Labeling and Negativity Analysis; 5.2 Temporal and Graph Properties Analysis; 5.3 Linguistic and Psychological Analysis; 5.4 Image Content Analysis; 6 Conclusions and Future Work; References; Uncovering Social Media Reaction Pattern to Protest Events: A Spatiotemporal Dynamics Perspective of Ferguson Unrest; 1 Introduction; 2 Related Work
3 Dataset4 Data Preprocessing; 4.1 Measurement of Reaction Types; 4.2 Geo-tagged and Non-tagged Tweets; 4.3 Media Outlets and Normal Users; 5 Research Questions; 5.1 What is the General Spatiotemporal Tweeting Patterns Across the US?; Spatial Distribution.; Temporal Trend.; 5.2 What is the Spatiotemporal Tweeting Patterns in Local St. Louis?; Spatiotemporal Hotspots.; Text Analysis.; 5.3 What are the Reaction Patterns in Different US Urban Areas in Space, Time and Content?; Twitter User Reaction in Space.; Text Analysis in Space and Time.; 6 Conclusion; References
Summary This book constitutes the proceedings of the 7th International Conference on Social Informatics, SocInfo 2015, held in Beijing, China, in December 2015. The 19 papers presented in this volume were carefully reviewed and selected from 42 submissions. They cover topics such as user modeling, opinion mining, user behavior, and crowd sourcing
Notes English
Subject Information technology -- Social aspects -- Congresses
Computer science.
Data mining.
User interfaces (Computer systems)
Artificial intelligence.
Application software.
Electronic Data Processing
Data Mining
User-Computer Interface
Artificial Intelligence
artificial intelligence.
Application software.
Artificial intelligence.
Computer science.
Data mining.
Information technology -- Social aspects.
User interfaces (Computer systems)
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Liu, Tie-Yan.
Scollon, Christie Napa.
Zhu, Wenwu.
ISBN 9783319274331
Other Titles SocInfo 2015