A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews
F.S. Bäumer, M. Geierhos, S. Schulze, in: G. Dregvaite, R. Damasevicius (Eds.), Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings, Springer, Cham, Switzerland, 2015, pp. 3–15.
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Book Chapter
| Published
| English
Author
Book Editor
Dregvaite, Giedre;
Damasevicius, Robertas
Department
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.
Keywords
Publishing Year
Book Title
Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings
Series Title / Volume
Communications in Computer and Information Science
Volume
538
Page
3-15
Conference
21th International Conference on Information and Software Technologies (ICIST 2015)
Conference Location
Druskininkai, Lithuania
Conference Date
2015-10-15 – 2015-10-16
ISBN
LibreCat-ID
Cite this
Bäumer FS, Geierhos M, Schulze S. A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews. In: Dregvaite G, Damasevicius R, eds. Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings. Vol 538. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2015:3-15. doi:10.1007/978-3-319-24770-0_1
Bäumer, F. S., Geierhos, M., & Schulze, S. (2015). A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews. In G. Dregvaite & R. Damasevicius (Eds.), Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings (Vol. 538, pp. 3–15). Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-24770-0_1
@inbook{Bäumer_Geierhos_Schulze_2015, place={Cham, Switzerland}, series={Communications in Computer and Information Science}, title={A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews}, volume={538}, DOI={10.1007/978-3-319-24770-0_1}, booktitle={Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings}, publisher={Springer}, author={Bäumer, Frederik Simon and Geierhos, Michaela and Schulze, Sabine}, editor={Dregvaite, Giedre and Damasevicius, RobertasEditors}, year={2015}, pages={3–15}, collection={Communications in Computer and Information Science} }
Bäumer, Frederik Simon, Michaela Geierhos, and Sabine Schulze. “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.” In Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings, edited by Giedre Dregvaite and Robertas Damasevicius, 538:3–15. Communications in Computer and Information Science. Cham, Switzerland: Springer, 2015. https://doi.org/10.1007/978-3-319-24770-0_1.
F. S. Bäumer, M. Geierhos, and S. Schulze, “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews,” in Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings, vol. 538, G. Dregvaite and R. Damasevicius, Eds. Cham, Switzerland: Springer, 2015, pp. 3–15.
Bäumer, Frederik Simon, et al. “A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews.” Information and Software Technologies. 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015. Proceedings, edited by Giedre Dregvaite and Robertas Damasevicius, vol. 538, Springer, 2015, pp. 3–15, doi:10.1007/978-3-319-24770-0_1.
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