Mining walking pattern from mobile users

John Goh, David Taniar

    Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

    Abstract

    Mining walking pattern from mobile users represents an interesting research area in the field of data mining which is about extracting patterns and knowledge out from a given dataset. There are a number of related works in knowledge extraction from mobile users, but none have previously examined the situation of how mobile users walks from one location of interest to another location of interest in the mobile environment. Walking pattern is the proposed method where it examines from the source data in order to find out the two-step, three-step and four-step walking patterns that are performed by mobile users significantly and strongly through location movement database using measure of support and confidence. Performance evaluation shows the tendency for the increased number of candidate walking patterns with the increase in location of interest and steps. Walking pattern has proven itself to be a suitable method in finding knowledge from mobile users.

    Original languageEnglish
    Title of host publicationBusiness Data Communications and Networking
    Subtitle of host publicationA Research Perspective
    PublisherIGI Global
    Pages211-242
    Number of pages32
    ISBN (Print)9781599042749
    DOIs
    Publication statusPublished - 2007

    Cite this

    Goh, J., & Taniar, D. (2007). Mining walking pattern from mobile users. In Business Data Communications and Networking: A Research Perspective (pp. 211-242). IGI Global. https://doi.org/10.4018/978-1-59904-274-9.ch009
    Goh, John ; Taniar, David. / Mining walking pattern from mobile users. Business Data Communications and Networking: A Research Perspective. IGI Global, 2007. pp. 211-242
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    Goh, J & Taniar, D 2007, Mining walking pattern from mobile users. in Business Data Communications and Networking: A Research Perspective. IGI Global, pp. 211-242. https://doi.org/10.4018/978-1-59904-274-9.ch009

    Mining walking pattern from mobile users. / Goh, John; Taniar, David.

    Business Data Communications and Networking: A Research Perspective. IGI Global, 2007. p. 211-242.

    Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

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    AB - Mining walking pattern from mobile users represents an interesting research area in the field of data mining which is about extracting patterns and knowledge out from a given dataset. There are a number of related works in knowledge extraction from mobile users, but none have previously examined the situation of how mobile users walks from one location of interest to another location of interest in the mobile environment. Walking pattern is the proposed method where it examines from the source data in order to find out the two-step, three-step and four-step walking patterns that are performed by mobile users significantly and strongly through location movement database using measure of support and confidence. Performance evaluation shows the tendency for the increased number of candidate walking patterns with the increase in location of interest and steps. Walking pattern has proven itself to be a suitable method in finding knowledge from mobile users.

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    Goh J, Taniar D. Mining walking pattern from mobile users. In Business Data Communications and Networking: A Research Perspective. IGI Global. 2007. p. 211-242 https://doi.org/10.4018/978-1-59904-274-9.ch009