Online Social Media Analysis and Visualization

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Kawash, Jalal (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: Lecture Notes in Social Networks,
• Θέματα: Computer science.; Data mining.; Application software.; Physics.; Statistics.; Computer Science.; Computer Appl. in Social and Behavioral Sciences.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Complex Networks.; Data Mining and Knowledge Discovery.

This edited volume addresses the vast challenges of adapting Online Social Media (OSM) to developing research methods and applications. The topics cover generating realistic social network topologies, awareness of user activities, topic and trend generation, estimation of user attributes from their...

Πίνακας περιεχομένων:

• Identifying Event-Specific Sources from Social Media
• Demographic and Psychographic Estimation of Twitter Users Using Social Structures
• Say It with Colors: Language-Independent Gender Classification on Twitter
• TUCAN: Twitter User Centric Analyzer
• Evaluating Important Factors and Effective Models for Twitter Trend Prediction
• Rings: a Visualization Mechanism to Enhance the User Awareness on Social Networks
• Friends and Circles – A Design Study for Contact Management in Egocentric Online Social Networks
• Genetically Optimized Realistic Social Network Topology Inspired by Facebook
• A Workbench for Visual Design of Executable and Re-usable Network Analysis Workflows
• On the Usage of Network Visualization for Multiagent System Verification.