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Mobile User Behavior Pattern Analysis by Associated Tree in Web Service Environment
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  • Mobile User Behavior Pattern Analysis by Associated Tree in Web Service Environment
  • Mobile User Behavior Pattern Analysis by Associated Tree in Web Service Environment
저자명
Mohbey. Krishna K.,Thakur. G.S.
간행물명
Journal of information science theory and practice : JISTaP
권/호정보
2014년|2권 2호|pp.33-47 (15 pages)
발행정보
한국과학기술정보연구원 정보서비스센터
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

Mobile devices are the most important equipment for accessing various kinds of services. These services are accessed using wireless signals, the same used for mobile calls. Today mobile services provide a fast and excellent way to access all kinds of information via mobile phones. Mobile service providers are interested to know the access behavior pattern of the users from different locations at different timings. In this paper, we have introduced an associated tree for analyzing user behavior patterns while moving from one location to another. We have used four different parameters, namely user, location, dwell time, and services. These parameters provide stronger frequent accessing patterns by matching joins. These generated patterns are valuable for improving web services, recommending new services, and predicting useful services for individuals or groups of users. In addition, an experimental evaluation has been conducted on simulated data. Finally, performance of the proposed approach has been measured in terms of efficiency and scalability. The proposed approach produces excellent results.