CSC 641 Network Science, Spring 2016

Exam 4 on April 14th, 4 PM.   Reading List (covers Module 5)

Term Project Presentations are on April 21.   Updated Schedule

Recorded Video of the Term Project due by April 22nd: 6 PM (one video per team)

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Syllabus
Lecture Slides
Question Bank
Videos
Assignments and Term Project

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Syllabus

CSC 641 Network Science Syllabus, Spring 2016

Lecture Slides

Module 1: Graph Theory

Module 2: Spectral Analysis

Module 3: Centrality Metrics      Sample Excel File to Compute Page Rank

Module 4: Community Detection Algorithms

Module 5: Theoretical Network Models   Java Program to generate Random Numbers

Question Bank

QB Module 1: Graph Theory

Videos

Video 1: Using Gephi to Analyze a Real-World Network (loaded as a .csv file)

Assignments

Assignment 1: Use of Eigenvalues and Eigenvectors for Complex Network Analysis (Due: Feb. 23, 4 PM): See Blackboard (in the Content section of the course) for the Java code.

Assignment 2: Network Analysis and Visualization using Gephi (Due: March 22, 4 PM): See Blackboard (in the Content section of the course) for the real-world networks .csv file assigned to you    

Assignment 3: Link Analysis-based Ranking of Vertices and Complete Linkage Clustering-based Community Detection (Due: March 29, 4 PM)

Term Project: Demo on a Network Visualization and Analysis Tool (Due: April 19-21 presentations in class; April 22nd: 6 PM for the video)

Teams and Tools chosen:  (1) Jerry McLin and Victoria O'Harroll – Cytoscape. (2) Harish and Kranthi – SocNetV(Social Network Visualizer). (3) Damon and Phillip – Commetrix. (4) Nanda and Keerthi – Centrifuge. (5) Andrew – GraphViz. (6) Deepak and Mesafint – Visione