CIS310 Course Contents
Syllabus
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Question Bank
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Assignments
Project Documents
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Weekly Lecture Contents
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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 |
| 4 | Characteristics of special networks pdfpptx | neo4j queries demo pdfpptx |
| 5,6 | Network Metrics pdfpptx Node pair metrics pdf pptx Node Metrics pdf pptx | |
| 7 | Community Detection pdfpptx | friendship_network |
| 8,9 | Node Ranking pdfpptx Node Classification pdf pptx Link Prediction pdf pptx Anomaly Detection pdf pptx Handling Large Networks pdf pptx | |
| 10 | Network Formation pdfpptx Small World pdfpptx | |
| 11 | Information Diffusion Propagation Models pdfpptx | |
| 12 | Social Media and Public Sector pdfpptx | |
| 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 |
| Quiz 4 | Community detection, Network Mining |
| Quiz 5 | Models of Formation, information diffusion |
| Quiz 6 | social media and public sector, privacy, security and trust, social behavior analysis |