A Comparison of Collaborative Filtering-based Recommender Systems

Keywords

Recommender system, Collaborative filtering, Computer science, Set (abstract data type), The Internet

References

• Knowledge-based recommender systemsRobin Burke — 2000
• Recommendation systems: Principles, methods and evaluationFolasade Olubusola Isinkaye, Yetunde Folajimi, Bolanle Adefowoke Ojokoh — 2015
• On social networks and collaborative recommendationIoannis Konstas, Vassilios Stathopoulos, Joemon M. Jose — 2009
• An evolutionary clustering algorithm based on temporal features for dynamic recommender systemsChhavi Rana, Sanjay Kumar Jain — 2014
• Collaborative filtering with temporal dynamicsYehuda Koren — 2009
• SoRec: social recommendation using probabilistic matrix factorizationHao Ma, Haixuan Yang, Michael R. Lyu — 2008
• Circle-based recommendation in online social networksXiwang Yang, Harald Steck, Yong Liu — 2012
• Recommender systems with social regularizationHao Ma, Dengyong Zhou, Chao Liu — 2011
• Collaborative filtering recommender systemsMehrbakhsh Nilashi, Karamollah Bagherifard, Othman Ibrahim — 2013
• User profiling approaches for demographic recommender systemsMohammad Yahya H. Al-Shamri — 2016
• A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern miningJohn K. Tarus, Zhendong Niu, Abdallah Yousif — 2017
• CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender SystemsJianxun Lian, Fuzheng Zhang, Xing Xie — 2017
• Context-aware recommender systems in mobile environment: On the road of future researchImen Ben Sassi, Sehl Mellouli, Sadok Ben Yahia — 2017
• Characterizing context-aware recommender systems: A systematic literature reviewNorha M. Villegas, Cristian Janet Méndez Sánchez, Javier Díaz-Cely — 2018
• Context aware personalized content recommendation using ontology based spreading activationSachin Papneja, Kapil Sharma, Nitesh Khilwani — 2018
• Hybrid Web Recommender SystemsR. Burke — 2007

Cited by

• Designing a Project Leader Recommender System using Twitter Feed AnalysisPoonam Rani, Jyoti Shokeen — 2019
• An Application-oriented Review of Deep Learning in Recommender SystemsJyoti Shokeen, Chhavi Rana — 2019

Related papers

• Hybrid Recommender Systems for Electronic CommerceThomas Tran, Robin Cohen — 2000
• Designing recommender systems for e-commerce: an integration approachThomas Tran — 2006
• Survey of Collaborative Filtering AlgorithmsPeng Li — 2009
• A novel, generalized recommender system for social media using the collaborative-filtering techniqueAtmakuru Ramesh, J R Anusha, Clarence J. M. Tauro — 2014
• Realization of Recommender Framework Based on Community DetectionKaren Mkhitaryan — 2019
• A Comparative Study on Recommender Systems ApproachesKawtar Najmani, Benlahmar El habib, Nawal Sael — 2019
• Collaborative Recommender System: A ReviewLILI FARAH, Nor Liyana, NUR BAITI — 2015
• A fully automated recommender system using collaborative filtersWadee S. Al halabi, Miroslav Kubát, M.A. Tapia — 2007
• Making recommendations better: an analytic model for human-recommender interactionSean M. McNee, John Riedl, Joseph A. Konstan — 2006