A geometric model for website evolution in mobile internet

Chuan Xu, Juan Wang, Guofeng Zhao, Huaglory Tianfield

    Research output: Contribution to journalArticle

    Abstract

    This paper studies website evolution in mobile Internet. In particular, mobile user behaviors are employed to geometrically model website’s developmental status and trend and to understand the comprehensive strength of websites. First, a website evolution model is proposed that is defined using three model parameters, namely, user ensemble size, user acceptance and user loyalty. Then, algorithms of calculating the evolution model parameters based on mobile user behavior attributes are presented. Next, geometric charting of the website evolution model in mobile Internet is established in terms of website developmental space to visualize the website evolution. Finally, using real data collected from a major Mobile Telecom Operator, geometric analysis on website evolution is conducted to exhibit the comprehensive strength of the websites and to validate the proposed website evolution model.
    Original languageEnglish
    Pages (from-to)95-108
    Number of pages14
    JournalMultiagent and Grid Systems
    Volume10
    Issue number2
    DOIs
    Publication statusPublished - Aug 2014

    Keywords

    • mobile internet
    • mobile user behavior
    • web data analytics
    • website developmental space
    • website evolution model

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