DocumentCode
1959304
Title
Personal Health Record feeding via Medical Forums
Author
Carchiolo, Vincenza ; Longheu, Alessandro ; Malgeri, Michele
Author_Institution
Dipt. di Ing. Elettr., Elettron. ed Inf. (DIEEI), Univ. of Catania, Catania, Italy
fYear
2015
fDate
6-8 May 2015
Firstpage
632
Lastpage
636
Abstract
The huge amount of textual data uploaded in virtual social networks can be effectively exploited to provide (possibly accidental) information in many scenarios. In healthcare discussion forums, users interact to educate themselves about treatments, symptoms, diseases, therapies, usually providing personal health-related information when posting questions or answers. Medical Forum data can be used for feeding Personal Health Record (PHR), the part of EHR where the person can directly manage his personal medical-related information. In this work, we propose an agent-based architecture to first extract textual data from html pages in a set of medical oriented Italian social forum. Then, text mining techniques allow to discover health related information coming from the same user in different threads and/or different forums, finally feeding the PHR with such information. The architecture is presented together with a first implementation where 10 medical discussion forums are analyzed, showing promising results when extracting medical information from a subset of 3 over 10 forums.
Keywords
data mining; diseases; medical information systems; multi-agent systems; patient diagnosis; patient treatment; social networking (online); text analysis; EHR; PHR; agent-based architecture; diseases; healthcare discussion forums; html pages; medical discussion forums; medical forums; medical oriented italian social forum; personal health record feeding; personal health-related information; personal medical-related information; text mining techniques; textual data; therapies; virtual social networks; Collaboration; Correlation; Diseases; Standards;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Supported Cooperative Work in Design (CSCWD), 2015 IEEE 19th International Conference on
Conference_Location
Calabria
Print_ISBN
978-1-4799-2001-3
Type
conf
DOI
10.1109/CSCWD.2015.7231031
Filename
7231031
Link To Document