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RETRACTED ARTICLE: Network evolution analysis of e-business entrepreneurship: big data analysis based on taobao intelligent information system

Author

Listed:
  • Zheng Ye

    (Zhejiang University City College)

  • Jianzhuang Zheng

    (Zhejiang University City College)

  • Ruiyi Tu

    (Zhejiang University City College)

Abstract

In recent years, the entrepreneurial development of taobao village based on e-business has led to a new round growth of rural economy in China. This paper constructs a evolution analysis framework of taobao village entrepreneurial network based on the big data of taobao intelligent information system from the year 2007–2016. The social network analysis software Gephi was applied to analyze the data. The result is that: Firstly, the early emerged online shops with high betweenness centrality degree, which mastered important resources and power within the network, formed a strong entrepreneurial demonstration effect to the other shops. Secondly, in taobao village, the number of strong relationship shops increased, entrepreneurial network gradually dispersed characteristics of clustering, entrepreneurial network community structure strength enhanced, division quality optimization, and the transmission performance and efficiency of entrepreneurial network improved. The entrepreneurial network has a typical characteristic of “acquaintance” network business conduction. Thirdly, the entrepreneurial network density of Lin’an taobao village showed a significant downward trend, which may be more conducive to the homogeneous agricultural products sales shops to access to heterogeneous resources, so as to obtain more long-term future development.

Suggested Citation

  • Zheng Ye & Jianzhuang Zheng & Ruiyi Tu, 2020. "RETRACTED ARTICLE: Network evolution analysis of e-business entrepreneurship: big data analysis based on taobao intelligent information system," Information Systems and e-Business Management, Springer, vol. 18(4), pages 665-679, December.
    • Handle: RePEc:spr:infsem:v:18:y:2020:i:4:d:10.1007_s10257-018-0390-2
    DOI: 10.1007/s10257-018-0390-2
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    References listed on IDEAS

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    1. Geoffrey G. Bell, 2005. "Clusters, networks, and firm innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 287-295, March.
    2. Khaled Saleh Al Omoush & Raed M. Al-Qirem & Zaid M. Al Hawatmah, 0. "The degree of e-business entrepreneurship and long-term sustainability: an institutional perspective," Information Systems and e-Business Management, Springer, vol. 0, pages 1-28.
    3. Morgan P. Miles & Danny R. Arnold, 1991. "The Relationship between Marketing Orientation and Entrepreneurial Orientation," Entrepreneurship Theory and Practice, , vol. 15(4), pages 49-66, July.
    4. Khaled Saleh Al Omoush & Raed M. Al-Qirem & Zaid M. Al Hawatmah, 2018. "The degree of e-business entrepreneurship and long-term sustainability: an institutional perspective," Information Systems and e-Business Management, Springer, vol. 16(1), pages 29-56, February.
    5. Peter Witt, 2004. "Entrepreneurs’ networks and the success of start-ups," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 16(5), pages 391-412, September.
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