{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T11:27:10Z","timestamp":1746098830696,"version":"3.37.3"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,14]],"date-time":"2020-12-14T00:00:00Z","timestamp":1607904000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,14]],"date-time":"2020-12-14T00:00:00Z","timestamp":1607904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,14]],"date-time":"2020-12-14T00:00:00Z","timestamp":1607904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100006769","name":"Russian Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100006769","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12,14]]},"DOI":"10.1109\/dese51703.2020.9450232","type":"proceedings-article","created":{"date-parts":[[2021,6,14]],"date-time":"2021-06-14T21:00:56Z","timestamp":1623704456000},"page":"399-405","source":"Crossref","is-referenced-by-count":4,"title":["Topic Modeling as a Method of Educational Text Structuring"],"prefix":"10.1109","author":[{"given":"Andrey","family":"Sakhovskiy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elena","family":"Tutubalina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valery","family":"Solovyev","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marina","family":"Solnyshkina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"121","article-title":"Supervised topic models","volume":"22","author":"blei","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-27101-9_7"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-017-5336-z"},{"key":"ref13","first-page":"5228","article-title":"Finding scientific topics","volume":"101","author":"gri?ths","year":"0"},{"key":"ref14","first-page":"96","article-title":"Topic modeling on historical newspapers","author":"yang","year":"2011","journal-title":"Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage Social Sciences and Humanities"},{"key":"ref15","first-page":"24","author":"algee-hewitt","year":"2018","journal-title":"On paragraphs scale themes and narrative form"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66610-5_48"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-169489"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/llc\/8.4.243"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2914720"},{"key":"ref4","first-page":"993","article-title":"Latent Dirichlet allocation","volume":"3","author":"blei","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1561\/1500000030"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOAS309"},{"journal-title":"Markov Random Field Modeling in Image Analysis ser Advances in Pattern Recognition","year":"2009","author":"li","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143859"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150450"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISCMI.2018.8703231"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5539\/elt.v7n12p1"},{"key":"ref9","article-title":"Continuous time dynamic topic models","author":"wang","year":"2008","journal-title":"Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1613\/jair.4992"},{"article-title":"Mallet: A machine learning for language toolkit","year":"2002","author":"mccallum","key":"ref22"},{"key":"ref21","first-page":"155","article-title":"Webvectors: a toolkit for building web interfaces for vector semantic models","author":"kutuzov","year":"2016","journal-title":"International Conference on Analysis of Images Social Networks and Texts"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2014.7042493"}],"event":{"name":"2020 13th International Conference on Developments in eSystems Engineering (DeSE)","start":{"date-parts":[[2020,12,14]]},"location":"Liverpool, United Kingdom","end":{"date-parts":[[2020,12,17]]}},"container-title":["2020 13th International Conference on Developments in eSystems Engineering (DeSE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9450707\/9450230\/09450232.pdf?arnumber=9450232","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:58:22Z","timestamp":1656345502000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9450232\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,14]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/dese51703.2020.9450232","relation":{},"subject":[],"published":{"date-parts":[[2020,12,14]]}}}