Learning user profiles for personalized information dissemination

• Main Authors: TAN, Ah-hwee, TEO, Christine
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Adaptive resonance associative map (ARAM); Adaptive resonance theory (ART); Personalized information network (PIN); Databases and Information Systems; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/6452; https://ink.library.smu.edu.sg/context/sis_research/article/7455/viewcontent/pin_ijcnn98.pdf
• Institution: Singapore Management University

Personalized information systems represent the recent effort of delivering information to users more effectively in the modern electronic age. This paper illustrates how a supervised Adaptive Resonance Theory (ART) system, known as fuzzy ARAM, can be used to learn user profiles for personalized info...