{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T05:08:16Z","timestamp":1667538496463},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643683485","type":"print"},{"value":"9781643683492","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T00:00:00Z","timestamp":1667433600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,11,3]]},"abstract":"<jats:p>The study analyzed scientific texts based on a manually created database of synopses of theses in dentistry. The main goal was to structure medical texts into various topics by means of natural language processing techniques (topic modeling). Furthermore, a dynamic topic modeling showed the most popular in the field of dentistry over almost the last thirty years.<\/jats:p>","DOI":"10.3233\/shti220989","type":"book-chapter","created":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T08:38:34Z","timestamp":1667464714000},"source":"Crossref","is-referenced-by-count":0,"title":["Structuring Research Directions in Medical Domain with Topic Modeling: Application for PhD Theses Synopses in Dentistry"],"prefix":"10.3233","author":[{"given":"Igor","family":"Babikov","sequence":"first","affiliation":[{"name":"ITMO University, Saint Petersburg, Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergey","family":"Kovalchuk","sequence":"additional","affiliation":[{"name":"ITMO University, Saint Petersburg, Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ivan","family":"Soldatov","sequence":"additional","affiliation":[{"name":"Kirov Military Medical Academy, Saint Petersburg, Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gennady","family":"Grebnev","sequence":"additional","affiliation":[{"name":"Kirov Military Medical Academy, Saint Petersburg, Russia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","pHealth 2022"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220989","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T08:38:35Z","timestamp":1667464715000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220989"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,3]]},"ISBN":["9781643683485","9781643683492"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220989","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,3]]}}}