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IT-703 (C) Social Networks Notes

5 notes for Social Networks, unit by unit.

Unit 1 · Short notes Introduction Introduction to Semantic Web: Limitations of current Web · Development of Semantic Web · Emergence of the Social Web · Social Network analysis: Development of Social Network Analysis · Key concepts and measures in network analysis · Electronic sources for network analysis: Electronic discussion networks, blogs and online communities
Unit 2 · Short notes Modelling, Aggregating and Knowledge Representation Ontology and their role in the Semantic Web: Ontology‑based knowledge representation · Ontology languages for the Semantic Web: Resource Description Framework (RDF) · Web Ontology Language (OWL) · Modelling and aggregating social network data: State‑of‑the‑art in network data representation · Ontological representation of social individuals · Ontological representation of social relationships
Unit 3 · Short notes Extraction and Mining Communities in Web Social Networks Extracting evolution of Web community from a series of Web archives · Detecting communities in social networks · Definition of community · Evaluating communities · Methods for community detection and mining · Applications of community‑mining algorithms
Unit 4 · Short notes Predicting Human Behaviour and Privacy Issues Understanding and predicting human behaviour for social communities · User data management · Inference and distribution · Enabling new human experiences · Reality mining · Context awareness
Unit 5 · Short notes Visualization and Applications of Social Networks Graph theory · Centrality measures · Clustering techniques · Node‑Edge diagrams · Matrix representation of networks · Visualizing online social networks

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