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Title
Mobile User Behavior Pattern Analysis by Associated Tree in Web Service Environment
Author(s)
Krishna K. MohbeyG.S. Thakur
Publication Year
2014-06-30
Abstract
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.
Keyword
Mobile User; Mobile Location; Mobile Service; Mobile Pattern; Associated Tree
Journal Title
Journal of Information Science Theory and Practice
Citation Volume
2
ISSN
2287-4577
DOI
10.1633/JISTaP.2014.2.2.3
Files in This Item:
Thumbnail E1JSCH_2014_v2n2_33.pdf2.03 MBDownload
Appears in Collections:
8. KISTI 간행물 > JISTaP > Vol. 2 - No. 2
Type
Article
URI
https://repository.kisti.re.kr/handle/10580/8653
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