Learning and exploiting context dependencies for robust recommendations

• Main Author: Yap, Ghim Eng
• Other Authors: Pang Hwee Hwa
• Format: Theses and Dissertations
• Language: English
• Published: 2010
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Information systems applications
• Online Access: https://hdl.handle.net/10356/41737
• Institution: Nanyang Technological University

We consider the recommendation problem, where a set of available items or choices are rated and recommended to users accordingly. Over and above the ratings information used in traditional filtering algorithms, the context of the user-recommender interaction is used to improve the recommendation...