Concepedia

Scalable and adaptive collaborative filtering by mining frequent item co-occurrences in a user feedback stream

A. Murat Yağcı, Tevfik Aytekin, Fikret Gürgen

Engineering Applications of Artificial Intelligence · 2016 · 22 citations · 36 references

Concepts

ComputingComputer ScienceInformation SystemsData AnalyticsData MiningRecommender SystemsCollaborative FilteringFrequent Pattern MiningOnline RecommendationRecommendation SystemsAdaptive FilteringAdaptive RecommendationItem Co-occurrence AnalysisItem-based Collaborative FilteringUser FeedbackUser Feedback ModelingUser-based Collaborative Filtering

References

36

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

Computing, Computer Science, Data Analytics +9

Matrix Factorization Techniques for Recommender Systems

Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.7K citations

Computing, Computer Science, Information Retrieval +13

The MovieLens Datasets

F. Maxwell Harper, Joseph A. Konstan · ACM Transactions on Interactive Intelligent Systems · 2015 · 3.8K citations

Computing, Computer Science, Data Science +14

Recommender systems survey

Jesús Bobadilla, Fernando Ortega, Antonio Hernando et al. · Knowledge-Based Systems · 2013 · 3.1K citations

Item-based top-<i>N</i>recommendation algorithms

Mukund Deshpande, George Karypis · ACM Transactions on Information Systems · 2004 · 2.2K citations

Computing, Computer Science, Information Systems +13