Social Network Based Big Data Analysis and Applications

Chapter1. Twitter as a Source for Time and Domain Dependent Sentiment Lexicons.- Chapter2. Hiding in Plain Sight: The Anatomy of Malicious Pages on Facebook.- Chapter3. Extraction and Analysis of Dynamic Conversational Networks from TV Series.- Chapter4. Diversity and Influence as Key Measures to Assess Candidates for Hiring or Promotion in Academia.- Chapter5. Timelines of Prostate Cancer Biomarkers.- Chapter6. Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks.- Chapter7. Influence and Extension of the Spiral of Silence in Social Networks: A Data-driven Approach.- Chapter8. Prepaid or Postpaid? That is the question.\\ Novel Methods of Subscription Type Prediction in Mobile Phone Services.- Chapter9. Dynamic Pattern Detection for Big Data Stream Analytics.- Chapter10. Community-based Recommendation for Cold-Start Problem: A Case Study of Reciprocal Online Dating Recommendation.- Chapter11. Combining Feature Extraction and Clustering for Better Face Recognition.