Location-Aware Data Mining for Mobile Users Based on Neuro-fuzzy System

نویسندگان

  • Romeo Mark A. Mateo
  • Malrey Lee
  • Su-Chong Joo
  • Jaewan Lee
چکیده

Data mining tools generally deal with highly structured and precise data. However, classical methods fail to handle imprecise or uncertain information. This paper proposes a neuro-fuzzy data mining approach which provides a means to deal with the uncertainty of data. This presents a location-based service collaboration framework and uses the neuro-fuzzy algorithm for data mining. It also introduces the user-profile frequency count (UFC) function to determine the relevance of the information to mobile users. The result of using neuro-fuzzy system provides comprehensive and highly accurate rules.

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تاریخ انتشار 2006