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Discovering interest groups for marketing in virtual communities: An integrated approach

Author

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  • Wang, Kai-Yu
  • Ting, I-Hsien
  • Wu, Hui-Ju

Abstract

Using mature computing technologies, firms are able to obtain consumer network data more easily now than ever before. Although marketers are interested in social networks for WOM marketing, they previously ignored the importance of understanding network structures (Van den Bulte & Wuyts, 2007). Therefore, this research proposes an integrated approach – the social network analysis (SNA) and web mining techniques – through which marketers can discover interest groups in virtual communities. This research demonstrates how a framework utilized within social networks can be used to construct a recommendation system and provide an example of social network marketing applications. The proposed method makes contributions to marketing research methods in terms of data collection and analysis. The integrated approach is a good fit by which to analyze social network data in virtual communities. This research offers managerial applications and implications by which marketers can effectively reach and communicate with consumers in virtual communities.

Suggested Citation

  • Wang, Kai-Yu & Ting, I-Hsien & Wu, Hui-Ju, 2013. "Discovering interest groups for marketing in virtual communities: An integrated approach," Journal of Business Research, Elsevier, vol. 66(9), pages 1360-1366.
    • Handle: RePEc:eee:jbrese:v:66:y:2013:i:9:p:1360-1366
    DOI: 10.1016/j.jbusres.2012.02.037
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    1. David Godes & Dina Mayzlin & Yubo Chen & Sanjiv Das & Chrysanthos Dellarocas & Bruce Pfeiffer & Barak Libai & Subrata Sen & Mengze Shi & Peeter Verlegh, 2005. "The Firm's Management of Social Interactions," Marketing Letters, Springer, vol. 16(3), pages 415-428, December.
    2. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    3. Christophe Van den Bulte & Stefan Stremersch, 2004. "Social Contagion and Income Heterogeneity in New Product Diffusion: A Meta-Analytic Test," Marketing Science, INFORMS, vol. 23(4), pages 530-544, July.
    4. Kristine de Valck & Roberts V. Kozinets & Andrea C. Wojnicki & Sarah J.S. Wilner, 2010. "Networked Narratives: Understanding Word-of-Mouth Marketing in Online Communities," Post-Print hal-00458424, HAL.
    5. Bianchi, Constanza C. & Ostale, Enrique, 2006. "Lessons learned from unsuccessful internationalization attempts: Examples of multinational retailers in Chile," Journal of Business Research, Elsevier, vol. 59(1), pages 140-147, January.
    6. Garbarino, Ellen & Strahilevitz, Michal, 2004. "Gender differences in the perceived risk of buying online and the effects of receiving a site recommendation," Journal of Business Research, Elsevier, vol. 57(7), pages 768-775, July.
    7. Brown, Jacqueline Johnson & Reingen, Peter H, 1987. "Social Ties and Word-of-Mouth Referral Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(3), pages 350-362, December.
    8. Fong, John & Burton, Suzan, 2008. "A cross-cultural comparison of electronic word-of-mouth and country-of-origin effects," Journal of Business Research, Elsevier, vol. 61(3), pages 233-242, March.
    9. Mouzas, Stefanos, 2006. "Efficiency versus effectiveness in business networks," Journal of Business Research, Elsevier, vol. 59(10-11), pages 1124-1132, October.
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