Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph

• Main Authors: NIU, Xiang, LI, Lusong, MEI, Tao, SHEN, Jialie, XU, Ke
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2012
• Subjects: Bipartite graph; incomplete network inference; personalized advertising; popularity prediction; social media; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1646; http://dx.doi.org/10.1109/ICME.2012.43
• Institution: Singapore Management University

Popularity prediction is a key problem in networks to analyze the information diffusion, especially in social media communities. Recently, there have been some custom-build prediction models in Digg and YouTube. However, these models are hardly transplant to an incomplete social network site (e.g.,...