CIS310 Course Contents
Syllabus
Download the syllabus from here
Discord Server Link
Question Bank
Textbook Link
Download the textbook from here
Assignments
Extra Credit Document
Put your extra credit points here
Project Documents
Project description, template and rubric
Weekly Lecture Contents
Download weekly lectures from here
Download demo contents from here
Lecture Links
| Week | Lecture | Demo |
|---|---|---|
| 1 | introduction pdfpptx | Neo4j Sandbox setup demo pdfpptx |
| 2 | Survey of Networks pdfpptx | Neo4j Create Nodes and Relationships pdfpptx |
| 3 | Network representations and conversions pdfpptx | neo4j queries demo pdfpptx cypher file |
| 4 | Characteristics of special networks pdfpptx | neo4j queries demo pdfpptx |
| 5,6 | Network Metrics pdfpptx Node pair metrics pdf pptx Node Metrics pdf pptx | cypher for neuler demo APOC introductionpptx |
| 7 | Community Detection pdfpptx | friendship_network |
| 8,9 | Node Ranking pdfpptx Node Classification pdf pptx Link Prediction pdf pptx Anomaly Detection pdf pptx | |
| 10 | Handling Large Networks pdf pptx Network Formation pdfpptx Small World pdfpptx | |
| 11 | Information Diffusion Propagation Models pdfpptx | |
| 12 | Social Media and Public Sector pdfpptx Recommender Systems pdf | |
| 13 | Trust in Social Networks pdfpptx Privacy and Security in Social Networks pdfpptx | |
| 14 | Social Network Behavior Analysis pdfpptx |
Quiz Syllabus
| Quiz | Syllabus |
|---|---|
| Quiz 1 | introduction, survey of networks |
| Quiz 2 | Network representations and conversions, Characteristics of special networks |
| Quiz 3 | Network Metrics, Node pair metrics, Node Metrics |
| Quiz 4 | Community detection, Node Ranking, Node Classification, Link Prediction, Anomaly Detection |
| Quiz 5 | Handling Large Networks, Network Formation, Small World, Information Diffusion Propagation Models |
| Quiz 6 | recommender systems, social media and public sector, privacy, security and trust, social network behavior analysis |