Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders

• Main Authors: YAP, Ghim-Eng, TAN, Ah-Hwee, PANG, Hwee Hwa
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2007
• Subjects: Recommender systems; context-awareness; Bayesian networks; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/1210; https://ink.library.smu.edu.sg/context/sis_research/article/2209/viewcontent/Discovering_and_Exploiting_Causal_Dependencies_for_Robust_Mobile_Context_Aware_Recommenders__edited_.pdf
• Institution: Singapore Management University

Acquisition of context poses unique challenges to mobile context-aware recommender systems. The limited resources in these systems make minimizing their context acquisition a practical need, and the uncertainty in the mobile environment makes missing and erroneous context inputs a major concern. In...