{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T12:32:44Z","timestamp":1759667564554},"reference-count":0,"publisher":"IGI Global","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,10,1]]},"abstract":"<p>In this paper, the authors try to systematically investigate the problem of individual doctor recommendation and propose a novel method to enable patients to access such intelligent medical service. In their method, the authors first mine doctor-patient ties\/relationships via Time-constraint Probability Factor Graph model (TPFG) from a medical social network. Next, they design a constraint-based optimization framework to efficiently improve the accuracy for doctor-patient relationship mining. Last, they propose a novel Individual Doctor Recommendation Model, namely IDR-Model, to compute doctor recommendation success rate based on weighted average method. The authors conduct experiments to verify the method on a real medical data set. Experimental results show that they obtain better accuracy of mining doctor-patient relationship from the network, and doctor recommendation results of IDR-Model are reasonable and satisfactory.<\/p>","DOI":"10.4018\/ijwsr.2015100102","type":"journal-article","created":{"date-parts":[[2015,10,20]],"date-time":"2015-10-20T18:25:29Z","timestamp":1445365529000},"page":"16-28","source":"Crossref","is-referenced-by-count":3,"title":["Individual Doctor Recommendation in Large Networks by Constrained Optimization"],"prefix":"10.4018","volume":"12","author":[{"given":"Jibing","family":"Gong","sequence":"first","affiliation":[{"name":"School of Information Science and Engineering, The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province, Yanshan University, Qinhuangdao, China"}]},{"given":"Hong","family":"Cheng","sequence":"additional","affiliation":[{"name":"Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Hong Kong, China"}]},{"given":"Lili","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering, The Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province, Yanshan University, Qinhuangdao, China"}]}],"member":"2432","container-title":["International Journal of Web Services Research"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=139755","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T14:17:51Z","timestamp":1654093071000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJWSR.2015100102"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2015,10,1]]},"references-count":0,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2015,10]]}},"URL":"https:\/\/doi.org\/10.4018\/ijwsr.2015100102","relation":{},"ISSN":["1545-7362","1546-5004"],"issn-type":[{"value":"1545-7362","type":"print"},{"value":"1546-5004","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,10,1]]}}}