Review of intelligent microblog short text processing.

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  • Additional Information
    • Author-Supplied Keywords:
      Microblog
      sentiment analysis
      short text
      text classification
      text clustering
      topic detection
    • NAICS/Industry Codes:
      517210 Wireless Telecommunications Carriers (except Satellite)
      519130 Internet Publishing and Broadcasting and Web Search Portals
    • Abstract:
      This article summarizes the research methods for processing short texts in the microblog, one of the most popular social media sites, analyzes the bottleneck problems and challenging issues, and discusses the possible direction and strategies for solving the above problems. Comprehensive literature review on short text processing has also been conducted by the way of case tracking and case studies. Text categorization and text clustering are the main research methods for processing short texts in microblogs, and topic detection, sentiment analysis, smart healthcare, business intelligence and location services are hot topics for the application of these methods. We also found some challenges for processing microblog short texts, including semantic processing, noise reduction, clarification of fuzzy themes and handling big data. The real-time online processing of big data is expected to be the main research direction in the future. [ABSTRACT FROM AUTHOR]
    • Abstract:
      Copyright of Web Intelligence (2405-6456) is the property of IOS Press and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
    • Author Affiliations:
      1School of Economy and Management, Hubei University of Technology, Wuhan 430064, Hubei, China
      2School of Management, Wuhan University of Technology, Wuhan 430072, Hubei, China
      3School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Australia, Brisbane, QLD 4001
    • ISSN:
      2405-6456
    • Accession Number:
      10.3233/WEB-160340
    • Accession Number:
      117311731
  • Citations
    • ABNT:
      WEI HUANG et al. Review of intelligent microblog short text processing. Web Intelligence (2405-6456), [s. l.], v. 14, n. 3, p. 211–228, 2016. Disponível em: . Acesso em: 23 ago. 2019.
    • AMA:
      Wei Huang, Zongke Li, Libiao Zhang, Yuefeng Li. Review of intelligent microblog short text processing. Web Intelligence (2405-6456). 2016;14(3):211-228. doi:10.3233/WEB-160340.
    • APA:
      Wei Huang, Zongke Li, Libiao Zhang, & Yuefeng Li. (2016). Review of intelligent microblog short text processing. Web Intelligence (2405-6456), 14(3), 211–228. https://doi.org/10.3233/WEB-160340
    • Chicago/Turabian: Author-Date:
      Wei Huang, Zongke Li, Libiao Zhang, and Yuefeng Li. 2016. “Review of Intelligent Microblog Short Text Processing.” Web Intelligence (2405-6456) 14 (3): 211–28. doi:10.3233/WEB-160340.
    • Harvard:
      Wei Huang et al. (2016) ‘Review of intelligent microblog short text processing’, Web Intelligence (2405-6456), 14(3), pp. 211–228. doi: 10.3233/WEB-160340.
    • Harvard: Australian:
      Wei Huang, Zongke Li, Libiao Zhang & Yuefeng Li 2016, ‘Review of intelligent microblog short text processing’, Web Intelligence (2405-6456), vol. 14, no. 3, pp. 211–228, viewed 23 August 2019, .
    • MLA:
      Wei Huang, et al. “Review of Intelligent Microblog Short Text Processing.” Web Intelligence (2405-6456), vol. 14, no. 3, July 2016, pp. 211–228. EBSCOhost, doi:10.3233/WEB-160340.
    • Chicago/Turabian: Humanities:
      Wei Huang, Zongke Li, Libiao Zhang, and Yuefeng Li. “Review of Intelligent Microblog Short Text Processing.” Web Intelligence (2405-6456) 14, no. 3 (July 2016): 211–28. doi:10.3233/WEB-160340.
    • Vancouver/ICMJE:
      Wei Huang, Zongke Li, Libiao Zhang, Yuefeng Li. Review of intelligent microblog short text processing. Web Intelligence (2405-6456) [Internet]. 2016 Jul [cited 2019 Aug 23];14(3):211–28. Available from: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=117311731&custid=s8280428