Social Media

Using AI to Assist in Web-Based Social Contexts

Contents

Readings

Definition of the Area

Psychological, personality-based and ethnographic studies of social media
Analyzing the relationship between social media and mainstream media
Qualitative and quantitative studies of social media
Centrality/influence of social media publications and authors
Ranking/relevance of blogs and microblogs; web page ranking based on blogs and microblogs
Social network analysis; communities identification; expertise and authority discovery; collaborative filtering
Trust; reputation; recommendation systems
Human computer interaction; social media tools; navigation and visualization
Subjectivity in textual data; sentiment analysis; polarity/opinion identification and extraction
Text categorization; topic recognition; demographic/gender/age identification
Trend identification and tracking; time series forecasting; measuring predictability of phenomena based on social media
New social media applications; interfaces; interaction techniques
Social innovation and effecting change through social media

Media

<<this section under development>> The Semantic Web section is starting to get filled in.