Journal of Computing Science and Engineering

  • 제7권4호
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  • Pages.211-219
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  • 2013
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  • 1976-4677(pISSN)
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  • 2093-8020(eISSN)
한국정보과학회 (Korean Institute of Information Scientists and Engineers)
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On the Intersection of Human-Centered Computing and Web Science

  • Jaimes, Alejandro (Division of Web Science and Technology, Korea Advanced Institute of Science and Technology)
  • 투고 : 2013.06.07
  • 심사 : 2013.07.01
  • 발행 : 2013.12.30
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초록

Human-centered computing (HCC) as a field was defined several years ago. Since then, the Web has grown significantly, and so has its impact in society at every level, creating the grounds for a new Web science. In this paper, we examine the definitions of HCC and Web science, and discuss how they might be related. On the one hand, HCC can be viewed as a set of methodologies, and on the other hand, Web science can be viewed as a platform or repository, from which behavioral data can be drawn. We examine the relationship between the two, and summarize three different research approaches that in many ways show this intersection.

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참고문헌

  1. A. Jaimes, D. Gatica-Perez, N. Sebe, and T. S. Huang, "Human-centered computing: toward a human revolution," Computer, vol. 40, no. 5, pp. 30-34, 2007. https://doi.org/10.1109/MC.2007.169
  2. A. Jaimes, N. Sebe, and D. Gatica-Perez, "Human-centered computing: a multimedia perspective," in Proceedings of the 14th Annual ACM International Conference on Multimedia, Santa Barbara, CA, 2006, pp. 855-864.
  3. J. Canny, "Human-center computing retreat overview," presented at the fifth US Berkeley HCC Retreat, Berkeley, CA, Jul 5-7, 2001.
  4. B. Shneiderman, "Web science: a provocative invitation to computer science," Communications of the ACM, vol. 50, no. 6, pp. 25-27, 2007.
  5. R. R. Hoffman, P. J. Feltovich, K. M. Ford, D. D. Woods, G. Klein, A. Feltovich, "A rose by any other name ... would probably be given an acronym," IEEE Intelligent Systems, vol. 17, no. 4, pp. 72-80, 2002.
  6. Georgia Institute of Technology, "HCC educational digital library," http://hccedl.cc.gatech.edu/.
  7. I. Weber and A. Jaimes, "Who uses Web search for what? and how?" in Proceedings of the 4th ACM International Conference on Web Search and Data Mining, Hong Kong, China, 2011, pp. 15-24.
  8. M. Trevisiol, L. Chiarandini, L. M. Aiello, and A. Jaimes, "Image ranking based on user browsing behavior," in Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval, Portland, OR, 2012, pp. 445-454.
  9. L. Chiarandini, P. A. Grabowicz, M. Trevisiol, A. Jaimes, "Leveraging browsing patterns for topic discovery and photostream recommendation," in Proceedings of the 7th International AAAI Conference on Weblogs and Social Media, Cambridge, MA, 2013, pp. 71-80.