Mining Social Images with Distance Metric Learning for Automated Image Tagging

• Main Authors: WU, Pengcheng, HOI, Steven C. H., ZHAO, Peilin, HE, Ying
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: distance metric learning; inductive learning; social images; automated image tagging; transductive learning; Computer Sciences; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/2352; https://ink.library.smu.edu.sg/context/sis_research/article/3352/viewcontent/Mining_Social_Images_with_Distance_Metric_Learning_for_Automated_Image_Tagging.pdf
• Institution: Singapore Management University

With the popularity of various social media applications, massive social images associated with high quality tags have been made available in many social media web sites nowadays. Mining social images on the web has become an emerging important research topic in web search and data mining. In this p...