CS224W:
Social and
Information Network Analysis
Autumn
2016
Class Projects 2016
- The Effect of Product Rating on Viral Marketing
- Improving Community Detection in Wikipedia Articles using Semantic Features
- The Empirical Analysis of FAOSTAT trade network
- Predicting Airline Alliance Composition
- Predicting Youtube Views and Ratings using Conditional Random Fields
- Spatio-Temporal Anomaly Detection with Unsupervised Learning using Network Structure
- Time Driven Analysis of Synonym Networks in the English Language
- Finding a Path Finding Agent to Navigate Wikipedia
- Analyzing and Predicting Pinterest Influencers
- Youtube as an Indirect Social Network: The Video-Video Network and Related Video Prediction
- Analyzing Behavior Spread Through Content Quality in reddit.com/r/politics
- Structural Analysis of Brain Networks
- Yelp Rating Prediction for Different Cities Using Word Vector Similarity Between Friends
- An Exploration of Topological Properties of Social and Information Networks
- Predicting Fitness Behavior based on Online Social Network Interactions
- Network Analysis of Brain White Matter Structure in Individuals with Autism Spectrum Disorder
- Users and Pins and Boards, Oh My! Temporal Link Prediction over the Pinterest Network
- Financial Data Analysis
- Influence Maximization in Social Network with Ground-truth Community
- Graph Techniques for Micro Blog Analysis
- Network Analysis of Global Trade
- Temporal Analysis of Resilience in the US Airline Network
- Analyzing Linkdin Job History and Job Migration Graph
- Movie Mining
- Analysis of Online Poker Network
- Examining Neural Behavior in C. Elegans
- Applying Link Prediction to Global Alliance Networks
- Term Bursts and Battle Lines
- Identifying Discordant Cybersecurity Terms between English and Russian Speakers
- Edge Direction Prediction of Sporting Tournament Graphs
- Which Null Models Accurately Model Social Circles in Real Life Ego Networks
- Structure and Evolution of Bitcoin Transaction Network
- Influence Maximization
- User Recommendation for Stack Exchange
- Homophily and Antisocial Behavior in Online Social Networks
- Discourse Polarization on Reddit Networks
- Modeling Disruption and Importance in Food Webs
- Influence of External Stimuli on Influence Estimation
- Linkbase Prediction on Crunchbase Investment Network
- Player Rankings and Outcome Prediction in Tournaments
- Analysis and Prediction in the Yelp Network
- Bridging Phylogeny and Taxonomy with Protein-protein Interaction Networks
- The Biggest Cold Wars: Measuring Influential Nodes by Language Coordination
- League of Legends: The Meta as a Function of Time and Rank
- Understanding the Human Diseasome and the Structure of Modules in the Interactome
- Improving Pinterest Recommendations with Link Diffusion and Network Inference
- Predicting Startup Success using Network Analysis and Machine Learning Techniques
- Upon the Advent of Eternal September: A Case Study on Reddit Communities
- Interaction of Friendship and Geographic Movements in Location-Based Social Networks
- Slow Science, Fast Science. Exploring Temporal Proximity in Sci-Hub's Co-download Network
- Predicting Reverts in WikiGraph Properties
- The Interplay of Money and Politics in the United States House of Representatives
- Link Prediction in the Pinterest Networks
- Link Prediction in Augmented Bipartite Graphs
- An Network Analysis of Professional Tennis
- Modeling and Detecting Shifts in International Community Structure
- Video Game Community Analysis - Destiny Clan Wars
- ACM Community Topic Modeling: Community Detection and Topic Drift with Word Embedding
- New York Taxi Network: Community Detection and Predictive Analysis
- Identifying Efficient Learning Paths
- Analyzing the Network of Congress
- What Happened on Election Night?! Assessing the Effect of Recommender Systems on the Evolution of User-Content Network Polarization
- Repin This: Analyzing Influence Patterns in Pinterest
- Predicting Yelp Ratings with Social Networks
- Bridging the World of Citation Networks
- Urban Spiderwebs: Detecting and Modeling Traffic Congestion with Urban Road Networks
- Predicting New Ratings and Creating Business Recommendations on Yelp
- Characterizing and Predicting Dogmatic Networks
- Diversity in Hollywood: From Directors to Movies to Actors
- The Time they are a-Changin': Evolving Communities in a Musician Network
- Detecting and Analyzing Political Communities in Poltics Sub-Reddit Comments
- Examining the Structure of Venture Capital Investment Networks
- Beyond Correlation Networks
- Examining Community Structure in Bitcoin User Network
- Link Prediction for Pinterest Board Recommendation
- Community Detection and Network Analysis on Random Acts of Pizza
- Spammer Groups Detection Based on Community Evolution
- Understanding Distance Effects in Global Food Trade Through Network Analysis
- Modeling the Effects of Zika Virus
- Higher-Order Clustering in Networks
- Co-Authorship Networks in Congress
- Clustering in Bipartite Graphs: State-Based Trade Networks
- The Missing Link: Link Prediction and Interest Adoption on Directed Social Media and Information Networks
- Comparison of Community Detection Algorithms in a Gene Coexpression Network
- Finding the Weak Spot of NPMJS Packages