A probabilistic approach to personalized tag recommendation

• Main Authors: HU, Meiqun, LIM, Ee Peng, JIANG, Jing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Social tagging; Recommendation methods; Neighbor-based translation method; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/619; https://ink.library.smu.edu.sg/context/sis_research/article/1618/viewcontent/auto_convert.pdf
• Institution: Singapore Management University

In this work, we study the task of personalized tag recommendation in social tagging systems. To reach out to tags beyond the existing vocabularies of the query resource and of the query user, we examine recommendation methods that are based on personomy translation, and propose a probabilistic fram...