Automatic cyberbullying detection[el...
Masui, Fumito, (1966-)

 

  • Automatic cyberbullying detection[electronic resource] :emerging research and opportunities /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    杜威分類號: 302.34/30285
    書名/作者: Automatic cyberbullying detection : emerging research and opportunities // by Michal E. Ptaszynski and Fumito Masui.
    作者: Ptaszynski, Michal E.,
    其他作者: Masui, Fumito,
    出版者: Hershey, Pennsylvania : : IGI Global,, [2018]
    面頁冊數: 1 online resource (xiv, 180 p.)
    標題: Cyberbullying - Research
    標題: Data mining.
    ISBN: 9781522552505 (e-book)
    ISBN: 9781522552499 (hardback)
    書目註: Includes bibliographical references and index.
    內容註: Chapter 1. Introduction -- Chapter 2. Background -- Chapter 3. Description and initial analysis of cyberbullying dataset -- Chapter 4. Web mining-based method for cyberbullying detection -- Chapter 5. Brute force search method for cyberbullying detection -- Chapter 6. Traditional classifiers vs. deep learning for cyberbullying detection -- Chapter 7. Cyberbullying blocker test application for android devices -- Chapter 8. Conclusion and future directions.
    摘要、提要註: "This book describes the problem of cyberbullying, and previous research done in the topic of cyberbullying detection and the datasets used in cyberbullying detection research. It develops a method for detection and ranking of cyberbullying entries according to their harmfulness, based on an extended SO-PMI-IR method and automatic acquisition and filtering of seed words"--Provided by publisher.
    電子資源: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5249-9
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