title: ICDTag: a prototype for a web-based system for organizing physician-written blog posts using a hybrid taxonomy-folksonomy approach.
abstract: BACKGROUND
  Medical blogs have emerged as new media, extending to a wider range of medical audiences, including health professionals and patients to share health-related information. However, extraction of quality health-related information from medical blogs is challenging primarily because these blogs lack systematic methods to organize their posts. Medical blogs can be categorized according to their author into (1) physician-written blogs, (2) nurse-written blogs, and (3) patient-written blogs. This study focuses on how to organize physician-written blog posts that discuss disease-related issues and how to extract quality information from these posts.
  
  
  OBJECTIVE
  The goal of this study was to create and implement a prototype for a Web-based system, called ICDTag, based on a hybrid taxonomy-folksonomy approach that follows a combination of a taxonomy classification schemes and user-generated tags to organize physician-written blog posts and extract information from these posts.
  
  
  METHODS
  First, the design specifications for the Web-based system were identified. This system included two modules: (1) a blogging module that was implemented as one or more blogs, and (2) an aggregator module that aggregated posts from different blogs into an aggregator website. We then developed a prototype for this system in which the blogging module included two blogs, the cardiology blog and the gastroenterology blog. To analyze the usage patterns of the prototype, we conducted an experiment with data provided by cardiologists and gastroenterologists. Next, we conducted two evaluation types: (1) an evaluation of the ICDTag blog, in which the browsing functionalities of the blogging module were evaluated from the end-user's perspective using an online questionnaire, and (2) an evaluation of information quality, in which the quality of the content on the aggregator website was assessed from the perspective of medical experts using an emailed questionnaire.
  
  
  RESULTS
  Participants of this experiment included 23 cardiologists and 24 gastroenterologists. Positive evaluations on the main functions and the organization of information on the ICDTag blogs were given by 18 of the participants via an online questionnaire. These results supported our hypothesis that the use of a taxonomy-folksonomy structure has significant potential to improve the organization of information in physician-written blogs. The quality of the content on the aggregator website was assessed by 3 cardiology experts and 3 gastroenterology experts via an email questionnaire. The results of this questionnaire demonstrated that the experts considered the aggregated tags and categories semantically related to the posts' content.
  
  
  CONCLUSIONS
  This study demonstrated that applying the hybrid taxonomy-folksonomy approach to physician-written blogs that discuss disease-related issues has valuable potential to make these blogs a more organized and systematic medium and supports the extraction of quality information from their posts. Thus, it is worthwhile to develop more mature systems that make use of the hybrid approach to organize posts in physician-written blogs.
authors.affiliation: Center for Artificial Intelligence Technology (CAIT), Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia. yamenbatch@gmail.com
authors.forename: Yamen
authors.initials: Y
authors.lastname: Batch
authors.forename: Maryati Mohd
authors.initials: MM
authors.lastname: Yusof
authors.forename: Shahrul Azman
authors.initials: SA
authors.lastname: Noah
mesh_terms: D000328:Adult; D057218:Blogging; D002309:Cardiology; D002318:Cardiovascular Diseases; D002965:Classification; D005260:Female; D005762:Gastroenterology; D005767:Gastrointestinal Diseases; D006801:Humans; D020407:Internet; D018156:Journalism, Medical; D008297:Male; D008491:Medical Informatics Applications; D008875:Middle Aged; D010817:Physician-Patient Relations; D010820:Physicians; D061108:Social Media; D014956:Writing