{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T10:32:15Z","timestamp":1777890735942,"version":"3.51.4"},"reference-count":31,"publisher":"SAGE Publications","issue":"1_suppl","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Technology and Health Care"],"published-print":{"date-parts":[[2019,1]]},"abstract":"<jats:p>Traditional Chinese Medicine (TCM) multiple-acupoints stimulation is widely used to improve dysphagia among post-stroke patients. However, prior research in evidence-based acupuncture mostly focused on the treatment effects of single acupoint\u2019s on dysphagia, while the evidence of optimal sequence of multiple-acupoints stimulation remains limited. In this paper, we developed an evaluation method of hybrid knowledge (deterministic knowledge and the experiential group decision knowledge) sequences based on segmentation mechanism of sub-sequence fragments, and then, we proposed a Monte Carlo Tree Search (MCTS) sequential decision-making method under the hybrid knowledge. Thereafter, we applied this proposed sequential decision-making approach to optimizing sequential decision-making schema of multiple-acupoints stimulation, to treat dysphagia among post-stroke patients. Finally, we verified the validity and the feasibility of this method by comparing it to other sequential decision-making search methods.<\/jats:p>","DOI":"10.3233\/thc-199034","type":"journal-article","created":{"date-parts":[[2019,4,30]],"date-time":"2019-04-30T15:00:13Z","timestamp":1556636413000},"page":"367-381","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["A TCM acupoints ranking approach towards post-stroke dysphagia based on an improved MCTS decision method"],"prefix":"10.1177","volume":"27","author":[{"given":"Chong","family":"Su","sequence":"first","affiliation":[{"name":"College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peijin","family":"Han","sequence":"additional","affiliation":[{"name":"School of Medicine, Johns Hopkins University, Baltimore, MA 21224, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bingxu","family":"Jiang","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cunzhi","family":"Liu","sequence":"additional","affiliation":[{"name":"Dongfang Hospital, Beijing University of Chinese Medicine, Beijing 100073, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China"},{"name":"Department of Acupuncture and Massage, Beijing Zhongguancun Hospital, Beijing 100190, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2019,1,1]]},"reference":[{"issue":"3","key":"bibr1-THC-199034","first-page":"341","volume":"2","author":"Arnold T","year":"2017","journal-title":"Journal of Dynamics & Games"},{"key":"bibr2-THC-199034","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.2017.7946635"},{"key":"bibr3-THC-199034","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC.2010.5583650"},{"key":"bibr4-THC-199034","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2018.01.068"},{"key":"bibr5-THC-199034","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690410612"},{"key":"bibr6-THC-199034","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2018.03.005"},{"key":"bibr7-THC-199034","first-page":"174","volume":"99","author":"Chen PS","year":"2016","journal-title":"Pergamon Press, Inc"},{"key":"bibr8-THC-199034","doi-asserted-by":"publisher","DOI":"10.1142\/8723"},{"key":"bibr9-THC-199034","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-018-9386-z"},{"key":"bibr10-THC-199034","unstructured":"ZhangGSuZLiM, et al. 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