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Research on Big Data Digging of Hot Topics about Recycled Water Use on Micro-Blog Based on Particle Swarm Optimization

Author

Listed:
  • Hanliang Fu

    (School of Management, Xi’an University of Architecture and Technology, Xi’an 710055, China)

  • Zhaoxing Li

    (School of Economics and Management, Xi’an University of Posts and Telecommunications, Xi’an 710121, China)

  • Zhijian Liu

    (Department of Power Engineering, North China Electric Power University, Baoding 071003, China)

  • Zelin Wang

    (School of Humanities and Social Sciences, Xi’an Jiaotong University, Xi’an 710049, China)

Abstract

The public’s acceptance level of recycled water use is a key factor that affects the popularization of this technology; therefore, it is critical to know the public’s attitude in order to make guiding policies effectively and scientifically. To examine the major focuses and hot topics among the public about recycled water use, one of the major platforms for social opinion in China, the micro blog, is used as a source to obtain data related to the topic. Through the “follow-be followed” and “forward-dialogue” behaviors, a network of discussion of recycled water use among micro-blog users has been constructed. Improved particle swarm optimization has been used to allow deep digging for key words. Ultimately, key words about the topic of have been clustered into three categories, namely, the popularization status of recycled water use, the main application, and the public’s attitude. The conclusion accurately describes the concerns of Chinese citizens regarding recycled water use, and has important significance for the popularization of this technology.

Suggested Citation

  • Hanliang Fu & Zhaoxing Li & Zhijian Liu & Zelin Wang, 2018. "Research on Big Data Digging of Hot Topics about Recycled Water Use on Micro-Blog Based on Particle Swarm Optimization," Sustainability, MDPI, vol. 10(7), pages 1-15, July.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:7:p:2488-:d:158264
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    References listed on IDEAS

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    1. Kun Liu & Hanliang Fu & Hong Chen, 2018. "Research on the Influencing Mechanism of Traditional Cultural Values on Citizens’ Behavior Regarding the Reuse of Recycled Water," Sustainability, MDPI, vol. 10(1), pages 1-15, January.
    2. Anna Hurlimann & Sara Dolnicar, 2016. "Public acceptance and perceptions of alternative water sources: a comparative study in nine locations," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 32(4), pages 650-673, July.
    3. Weiping Chen & Yanying Bai & Weiling Zhang & Sidan Lyu & Wentao Jiao, 2015. "Perceptions of Different Stakeholders on Reclaimed Water Reuse: The Case of Beijing, China," Sustainability, MDPI, vol. 7(7), pages 1-15, July.
    4. Lu, Shibao & Zhang, Xiaoling & Bao, Haijun & Skitmore, Martin, 2016. "Review of social water cycle research in a changing environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 63(C), pages 132-140.
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    Cited by:

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