Collaborative filtering recommender systems based on popular tags

Keywords

Computer science, Recommender system, Ambiguity, Collaborative filtering, Information retrieval

References

• Hybrid Recommender Systems: Survey and ExperimentsRobin Burke — 2002
• Application of Dimensionality Reduction in Recommender System - A Case StudyBadrul Sarwar, George Karypis, Joseph A. Konstan — 2000
• Can all tags be used for search?Kerstin Bischoff, Claudiu S. Firan, Wolfgang Nejdl — 2008
• Integrating tags in a semantic content-based recommenderMarco de Gemmis, Pasquale Lops, Giovanni Semeraro — 2008
• Tag-aware recommender systems by fusion of collaborative filtering algorithmsKaren H. L. Tso-Sutter, Leandro Balby Marinho, Lars Schmidt-Thieme — 2008
• tagging, communities, vocabulary, evolutionShilad Sen, Shyong K. Lam, Al Mamunur Rashid — 2006
• Social tag predictionPaul Heymann, Daniel Ramage, Héctor García-Molina — 2008
• Exploring the Value of Folksonomies for Creating Semantic MetadataHend S. Al‐Khalifa, Hugh Davis — 2007
• Tag-based social interest discoveryXin Li, Lei Guo, Yihong Eric Zhao — 2008
• Social tags: meaning and suggestionsFabian M. Suchanek, Milan Vojnović, Dinan Gunawardena — 2008
• Contextualising tags in collaborative tagging systemsChing‐man Au Yeung, Nicholas Gibbins, Nigel Shadbolt — 2009
• Social information filtering: algorithms for automating “word of mouth”Upendra Shardanand, Pattie Maes — 1995
• Collaborative Filtering Recommender Systems Using Tag InformationHuizhi Liang, Yue Xu, Yuefeng Li — 2008
• Optimizing web search using social annotationsShenghua Bao, Gui-Rong Xue, Xiao‐Yuan Wu — 2007
• Tagommenders: connecting users to items through tagsShilad Sen, Jesse Vig, John Riedl — 2009
• Contextualising Tags in Collaborative Tagging SystemsC. Yeung, Nicholas Gibbins, N. Shadbolt — 2009

Cited by

• Leveraging tagging data for recommender systemsFatih Gedikli — 2012
• SimTrust: A New Method of Trust Network GenerationTouhid Bhuiyan, Yue Xu, Audun Jøsang — 2010
• Identifying Influential Taggers in Trust-Aware Recommender SystemsSanjog Ray — 2012
• Improving recommendation accuracy based on item-specific tag preferencesFatih Gedikli, Dietmar Jannach — 2013
• Capturing implicit user influence in online social sharingChing‐man Au Yeung, Tomoharu Iwata — 2010
• Trust for Intelligent RecommendationTouhid Bhuiyan — 2013
• A Measuring Method for User Similarity based on Interest TopicYang Bai — 2018
• Developing Trust Networks Based on User Tagging Information for Recommendation MakingT. Bhuiyan, Yue Xu, A. Jøsang — 2010
• Rating items by rating tagsFatih Gedikli — 2010
• Measuring Attention Intensity to Web Pages Based on Specificity of Social TagsT. Yumoto, K. Sumiya — 2010

Related papers

• A hybrid recommender systems based on weighted tagsHuizhi Liang, Yue Xu, Yuefeng Li — 2010
• A personalized recommender system based on users' information in folksonomiesMohamed Nader Jelassi, Sadok Ben Yahia, Engelbert Mephu Nguifo — 2013
• Extracting Interest Tags for Non-famous Users in Social NetworkWei He, Hongyan Liu, Jun He — 2015
• Personalized Music Recommendation by Mining Social Media TagsJa-Hwung Su, Wei-Yi Chang, Vincent S. Tseng — 2013
• Personalized Time-Aware Tag RecommendationKeqiang Wang, Yuanyuan Jin, Haofen Wang — 2018
• Context-Aware Expert Finding in Tag Based Knowledge Sharing CommunitiesHengshu Zhu, Enhong Chen, Huanhuan Cao — 2012