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 :
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