BAD714C Social Network Analysis – vtuease

BAD714D | Social Network Analysis

Networks and Society – What is Social Network Analysis, why do We Study Social Networks, Applications of
Social Network Analysis, Preliminaries, Three Levels of Social Network Analysis.
Network Measures – Network Basics, Node Centrality, Assortativity, Transitivity and Reciprocity, Similarity,
Degeneracy

Network Growth Models – Properties of Real-World Networks, Random Network Model, Ring Lattice
Network Model, Watts–Strogatz Model, Preferential Attachment Model, Price’s Model, Local-world Network
Growth Model, Network Model with Accelerating Growth, Aging in Preferential Attachment

Link Analysis – Applications of Link Analysis, Signed Networks, Strong and Weak Ties, Link Analysis Algorithms, PageRank, Personalised PageRank, DivRank, SimRank, PathSIM.

Community Structure in Networks – Applications of Community Detection, Types of Communities, Community Detection Methods, Disjoint Community Detection, Overlapping Community Detection, Local
Community Detection, Community Detection vs Community Search, Evaluation of Community Detection Methods.

Link Prediction – Applications of Link Prediction, Temporal Changes in a Network, Problem Definition Evaluating Link Prediction Methods, Heuristic Models, Probabilistic Models, Supervised Random Walk, Information-theoretic Model, Latest Trends in Link Prediction.

BAD714D | Model Question Paper with Solution

Access well‑organized Model Question Paper with step‑by‑step, point‑wise solutions. Each solution is created to save your time, clarify concepts, and help you revise effectively.

BAD714D | Passing Package
( Score More )

A smart package made for VTU students! Selected important questions prepared to cover exactly what matters in VTU exams. Clear, simple, and quick to revise – perfect for last‑minute preparation and aiming for better marks with confidence.