Social tag relevance estimation via ranking-oriented neighbour voting

• Main Authors: CUI, Chaoran, SHEN, Jialie, MA, Jun, LIAN, Tao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Learning to rank; Neighbour voting; Tag relevance estimation; Tag-based image search; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/3541; https://ink.library.smu.edu.sg/context/sis_research/article/4542/viewcontent/SocialTagRelevanceLeranviaRankNeighborVoting_2015_MM.pdf
• Institution: Singapore Management University

User-generated tags associated with social images are frequently imprecise and incomplete. Therefore, a fundamental challenge in tag-based applications is the problem of tag relevance estimation, which concerns how to interpret and quantify the relevance of a tag with respect to the contents of an i...