A challenge of authorship identification for ten-thousand-scale microblog users

Syunya Okuno, Hiroki Asai, Hayato Yamana

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Abstract

Internet security issues require authorship identification for all kinds of internet contents; however, authorship identification for microblog users is much harder than other documents because microblog texts are too short. Moreover, when the number of candidates becomes large, i.e., big data, it will take long time to identify. Our proposed method solves these problems. The experimental results show that our method successfully identifies the authorship with 53.2% of precision out of 10,000 microblog users in the almost half execution time of previous method.

Original languageEnglish
Title of host publicationProceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014
EditorsWo Chang, Jun Huan, Nick Cercone, Saumyadipta Pyne, Vasant Honavar, Jimmy Lin, Xiaohua Tony Hu, Charu Aggarwal, Bamshad Mobasher, Jian Pei, Raghunath Nambiar
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages52-54
Number of pages3
ISBN (Electronic)9781479956654
DOIs
Publication statusPublished - 2015 Jan 7
Event2nd IEEE International Conference on Big Data, IEEE Big Data 2014 - Washington, United States
Duration: 2014 Oct 272014 Oct 30

Publication series

NameProceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014

Conference

Conference2nd IEEE International Conference on Big Data, IEEE Big Data 2014
CountryUnited States
CityWashington
Period14/10/2714/10/30

Keywords

  • Authorship attribution
  • Authorship detection
  • Authorship identification
  • Microblog
  • Twitter

ASJC Scopus subject areas

  • Artificial Intelligence
  • Information Systems

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  • Cite this

    Okuno, S., Asai, H., & Yamana, H. (2015). A challenge of authorship identification for ten-thousand-scale microblog users. In W. Chang, J. Huan, N. Cercone, S. Pyne, V. Honavar, J. Lin, X. T. Hu, C. Aggarwal, B. Mobasher, J. Pei, & R. Nambiar (Eds.), Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014 (pp. 52-54). [7004491] (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BigData.2014.7004491