awesome-moba-papers
github.com/fernandojunior/awesome-moba-papers ↗Curated list of awesome papers related to MOBAs, Data Analysis, Data Mining, Machine Learning and IA
2
GitHub Stars
38
Curated Resources
8
Categories
22 hours ago
Last Refreshed
Binary classificationMulti-class classificationOutlier detectionClusteringRecommenderBOTData analysisToxicity analysis
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Data analysis
- An analysis of online match-based games
- A qualitative exploration of factors affecting group cohesion and team play in multiplayer online battle arenas (mobas)
- Identifying patterns in combat that are predictive of success in MOBA games
- Ping to win? Non-verbal communication and team performance in competitive online multiplayer games
- Ranking factors of team success
- Social network analysis of high-level players in multiplayer online battle arena game
Binary classification
- Applications of Machine Learning in Dota 2: Literature Review and Practical Knowledge Sharing
- DOTA 2 Win Prediction
- Esports Analytics Through Encounter Detection
- Learning Dota 2 Team Compositions
- Mining Tracks of Competitive Video Games
- Player Behavior and Optimal Team Composition in Online Multiplayer Games (poster)
Recommender
Multi-class classification
Clustering
Toxicity analysis
- Decision support of bad player identification in moba games using pagerank based evidence accumulation and normal distribution based confidence interval
- Linguistic analysis of toxic behavior in an online video game
- STFU NOOB! predicting crowdsourced decisions on toxic behavior in online games
- The identification of deviance and its impact on retention in a multiplayer game
- Toxicity detection in multiplayer online games
BOT
Showing a sample of 38 resources. View the full list on GitHub →