Exploring perceptual differences of experts and the public on diabetes

Dahee Lee, Won Chul Kim, Min Song

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

Abstract

More and more health consumers have shared their interests in healthcare topics with peers in online health social websites while there has been the rapid surge in volume of biomedical literatures. In this paper, we applied entity and relation extraction techniques to academic literature and social media's contents in the field of diabetes to find distinctions between the perceptions of biomedical experts and the public. We analyzed and compared the experts' and the public's networks constituted by the extracted entities and relations. The results confirmed that there are some differences in their views, i.e., biomedical entities that interest them and relations within their knowledge range.

Original languageEnglish
Title of host publication2016 International Conference on Big Data and Smart Computing, BigComp 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3-9
Number of pages7
ISBN (Electronic)9781467387965
DOIs
Publication statusPublished - 2016 Jan 1
EventInternational Conference on Big Data and Smart Computing, BigComp 2016 - Hong Kong, China
Duration: 2016 Jan 182016 Jan 20

Publication series

Name2016 International Conference on Big Data and Smart Computing, BigComp 2016

Other

OtherInternational Conference on Big Data and Smart Computing, BigComp 2016
CountryChina
CityHong Kong
Period16/1/1816/1/20

Fingerprint

Medical problems
Health
Websites
Diabetes

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems
  • Information Systems and Management

Cite this

Lee, D., Kim, W. C., & Song, M. (2016). Exploring perceptual differences of experts and the public on diabetes. In 2016 International Conference on Big Data and Smart Computing, BigComp 2016 (pp. 3-9). [7425794] (2016 International Conference on Big Data and Smart Computing, BigComp 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BIGCOMP.2016.7425794
Lee, Dahee ; Kim, Won Chul ; Song, Min. / Exploring perceptual differences of experts and the public on diabetes. 2016 International Conference on Big Data and Smart Computing, BigComp 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 3-9 (2016 International Conference on Big Data and Smart Computing, BigComp 2016).
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abstract = "More and more health consumers have shared their interests in healthcare topics with peers in online health social websites while there has been the rapid surge in volume of biomedical literatures. In this paper, we applied entity and relation extraction techniques to academic literature and social media's contents in the field of diabetes to find distinctions between the perceptions of biomedical experts and the public. We analyzed and compared the experts' and the public's networks constituted by the extracted entities and relations. The results confirmed that there are some differences in their views, i.e., biomedical entities that interest them and relations within their knowledge range.",
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Lee, D, Kim, WC & Song, M 2016, Exploring perceptual differences of experts and the public on diabetes. in 2016 International Conference on Big Data and Smart Computing, BigComp 2016., 7425794, 2016 International Conference on Big Data and Smart Computing, BigComp 2016, Institute of Electrical and Electronics Engineers Inc., pp. 3-9, International Conference on Big Data and Smart Computing, BigComp 2016, Hong Kong, China, 16/1/18. https://doi.org/10.1109/BIGCOMP.2016.7425794

Exploring perceptual differences of experts and the public on diabetes. / Lee, Dahee; Kim, Won Chul; Song, Min.

2016 International Conference on Big Data and Smart Computing, BigComp 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 3-9 7425794 (2016 International Conference on Big Data and Smart Computing, BigComp 2016).

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

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Lee D, Kim WC, Song M. Exploring perceptual differences of experts and the public on diabetes. In 2016 International Conference on Big Data and Smart Computing, BigComp 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 3-9. 7425794. (2016 International Conference on Big Data and Smart Computing, BigComp 2016). https://doi.org/10.1109/BIGCOMP.2016.7425794