Bäumer, Frederik Simon; Geierhos, Michaela; Schulze, Sabine
Document type:
Konferenzbeitrag / Conference Paper
Title:
A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews
Collection editors:
Dregvaite, Giedre; Damasevicius, Robertas
Title of conference publication:
Information and Software Technologies
Subtitle of conference publication:
21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings
Series title:
Communications in Computer and Information Science
Series volume:
538
Conference title:
International Conference on Information and Software Technologies (21., 2015, Druskininkai)
Venue:
Druskininkai, Lithuania
Year of conference:
2015
Date of conference beginning:
15.10.2015
Date of conference ending:
16.10.2015
Place of publication:
Cham
Publisher:
Springer
Year:
2015
Pages from - to:
3-15
Language:
Englisch
Keywords:
Latent Connectivity ; Person Named Entity Recognition and Disambiguation ; Health Care Provider Reviews
Abstract:
The contacts a health care provider (HCP), like a physician, has to other HCPs is perceived as a quality characteristic by patients. So far, only the German physician rating website jameda.de gives information about the interconnectedness of HCPs in business networks. However, this network has to be maintained manually and is thus incomplete. We therefore developed a system for uncovering latent connectivity of HCPs in online reviews to provide users with more valuable information about their HCPs. The overall goal of this approach is to extend already existing business networks of HCPs by integrating connections that are newly discovered by our system. Our most recent evaluation results are promising: 70.8 % of the connections extracted from the reviews texts were correctly identified and in total 3; 788 relations were recognized that have not been displayed in jameda.de’s network before. «
The contacts a health care provider (HCP), like a physician, has to other HCPs is perceived as a quality characteristic by patients. So far, only the German physician rating website jameda.de gives information about the interconnectedness of HCPs in business networks. However, this network has to be maintained manually and is thus incomplete. We therefore developed a system for uncovering latent connectivity of HCPs in online reviews to provide users with more valuable information about their HC... »