{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T02:35:44Z","timestamp":1742956544953,"version":"3.40.3"},"publisher-location":"Cham","reference-count":9,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031746321"},{"type":"electronic","value":"9783031746338"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-74633-8_25","type":"book-chapter","created":{"date-parts":[[2024,12,31]],"date-time":"2024-12-31T23:21:26Z","timestamp":1735687286000},"page":"361-367","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards Automatically Refining Low-Quality Domain Knowledge: A Case Study in\u00a0Healthcare"],"prefix":"10.1007","author":[{"given":"Pawel","family":"Bielski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S\u00f6nke","family":"Jendral","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lena","family":"Witterauf","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jakob","family":"Bach","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,1,1]]},"reference":[{"key":"25_CR1","unstructured":"Ceusters, W., Smith, B., Kumar, A., Dhaen, C.: Mistakes in medical ontologies: where do they come from and how can they be detected? In: Ontologies in Medicine. IOS Press (2004)"},{"key":"25_CR2","doi-asserted-by":"crossref","unstructured":"Chen, I.Y., Agrawal, M., Horng, S., Sontag, D.: Robustly extracting medical knowledge from EHRs: a case study of learning a health knowledge graph. In: PSB (2019)","DOI":"10.1142\/9789811215636_0003"},{"key":"25_CR3","doi-asserted-by":"crossref","unstructured":"Choi, E., Bahadori, M.T., Song, L., Stewart, W.F., Sun, J.: GRAM: graph-based attention model for healthcare representation learning. In: KDD (2017)","DOI":"10.1145\/3097983.3098126"},{"key":"25_CR4","unstructured":"Cui, L.: COHeRE: cross-ontology hierarchical relation examination for ontology quality assurance. In: AMIA Annual Symposium (2015)"},{"key":"25_CR5","doi-asserted-by":"crossref","unstructured":"Johnson, A.E.W., et al.: MIMIC-III, a freely accessible critical care database. Sci. Data 3(1) (2016)","DOI":"10.1038\/sdata.2016.35"},{"key":"25_CR6","doi-asserted-by":"crossref","unstructured":"Ma, F., You, Q., Xiao, H., Chitta, R., Zhou, J., Gao, J.: KAME: knowledge-based attention model for diagnosis prediction in healthcare. In: CIKM (2018)","DOI":"10.1145\/3269206.3271701"},{"key":"25_CR7","doi-asserted-by":"crossref","unstructured":"Rotmensch, M., Halpern, Y., Tlimat, A., Horng, S., Sontag, D.: Learning a health knowledge graph from electronic medical records. Sci. Rep. 7(1) (2017)","DOI":"10.1038\/s41598-017-05778-z"},{"key":"25_CR8","doi-asserted-by":"crossref","unstructured":"Slater, L.T., Gkoutos, G.V., Hoehndorf, R.: Towards semantic interoperability: finding and repairing hidden contradictions in biomedical ontologies. BMC Med. Inform. Decis. Making 20(10) (2020)","DOI":"10.1186\/s12911-020-01336-2"},{"key":"25_CR9","doi-asserted-by":"crossref","unstructured":"Yin, C., Zhao, R., Qian, B., Lv, X., Zhang, P.: Domain knowledge guided deep learning with electronic health records. In: ICDM (2019)","DOI":"10.1109\/ICDM.2019.00084"}],"container-title":["Communications in Computer and Information Science","Machine Learning and Principles and Practice of Knowledge Discovery in Databases"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-74633-8_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,8]],"date-time":"2025-03-08T04:40:30Z","timestamp":1741408830000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-74633-8_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031746321","9783031746338"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-74633-8_25","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"1 January 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECML PKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Turin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecml2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2023.ecmlpkdd.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}