HealthTrust: Trust-based retrieval of YouTube's diabetes channels

Luis Fernandez-Luque, Randi Karlsen, Genevieve B Melton-Meaux

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

5 Scopus citations

Abstract

The Internet has become one of the main sources of consumer health information. Health consumers have access to ever-growing health information resources, especially since the rise of the Social Media. For example, over 20.000 videos have been uploaded by American hospitals on to YouTube. To find health videos is challenging because of factors like tags spamming and misleading information. Previous studies have found difficulties when searching for good health videos in YouTube, including false information (e.g., herbal cures for diabetes or cancer). Our objective was to extract information about the trustworthiness of the diabetes YouTube's channels using link analysis of the diabetes online community by developing an algorithm, called HealthTrust, based on Hyperlink-Induced Topic Search (HITS) for ranking the most authoritative diabetes channels. The ranked list of channels from HealthTrust was compared with the list of the most relevant diabetes channels from YouTube. Two healthcare professionals made a blinded classification of channels based on whether they would recommend the channel to a patient. HealthTrust performed better for retrieving channels recommended by the professional reviewers. HealthTrust performed several times better than YouTube for filtering out the worst channels (i.e., those not recommended by any expert reviewer).

Original languageEnglish (US)
Title of host publicationCIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management
Pages1917-1920
Number of pages4
DOIs
StatePublished - Dec 13 2011
Event20th ACM Conference on Information and Knowledge Management, CIKM'11 - Glasgow, United Kingdom
Duration: Oct 24 2011Oct 28 2011

Other

Other20th ACM Conference on Information and Knowledge Management, CIKM'11
CountryUnited Kingdom
CityGlasgow
Period10/24/1110/28/11

Keywords

  • diabetes
  • health
  • internet
  • social media
  • videos
  • youtube

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