{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T04:35:37Z","timestamp":1780634137762,"version":"3.54.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012190","name":"Ministry of Science and Higher Education of the Russian Federation","doi-asserted-by":"publisher","award":["FSEG-2023-0008"],"award-info":[{"award-number":["FSEG-2023-0008"]}],"id":[{"id":"10.13039\/501100012190","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3474794","type":"journal-article","created":{"date-parts":[[2024,10,7]],"date-time":"2024-10-07T17:46:18Z","timestamp":1728323178000},"page":"150354-150371","source":"Crossref","is-referenced-by-count":2,"title":["Text Mining-Based Analysis of Content Topics and User Engagement in University Social Media"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4626-6595","authenticated-orcid":false,"given":"Mark","family":"Soloviev","sequence":"first","affiliation":[{"name":"Graduate School of Industrial Economics, Peter the Great St. Petersburg Polytechnic University, Saint Petersburg, Russia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0338-0689","authenticated-orcid":false,"given":"Pavel","family":"Aksenov","sequence":"additional","affiliation":[{"name":"Delivery Marketing Analytics Group, Yandex Technologies, Moscow, Russia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7171-7357","authenticated-orcid":false,"given":"Angi","family":"Skhvediani","sequence":"additional","affiliation":[{"name":"Graduate School of Industrial Economics, Peter the Great St. Petersburg Polytechnic University, Saint Petersburg, Russia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4973-9124","authenticated-orcid":false,"given":"Timur","family":"Tenishev","sequence":"additional","affiliation":[{"name":"School of Business and Economics, Humboldt-Universität zu Berlin, Berlin, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4547-1953","authenticated-orcid":false,"given":"Fedor","family":"Kolomenskiy","sequence":"additional","affiliation":[{"name":"Business Analysis Competence Center, Gazpromneft – DS LLC, Saint Petersburg, Russia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-1034-9678","authenticated-orcid":false,"given":"Elena","family":"Bormontova","sequence":"additional","affiliation":[{"name":"Finance Department, Corporate Client Center, Saint Petersburg, Russia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/08841241.2019.1693475"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2021.104262"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2021.11.035"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/15332667.2018.1440145"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60013-0_202-1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1177\/09504222231191730"},{"key":"ref7","first-page":"1","article-title":"Social media marketing for student recruitment: An algorithmically sequenced literature review","author":"Cingillioglu","year":"2023","journal-title":"J. Marketing Higher Educ."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/13527266.2022.2086284"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/educsci10030074"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1108\/OIR-06-2020-0242"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijedro.2020.100018"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-64987-6_24"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/08841241.2020.1781737"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3426329"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1007\/978-3-319-42620-4_19","article-title":"Sentiment analysis of social media for evaluating universities","author":"Abdelrazeq","year":"2016","journal-title":"Automation, Communication and Cybernetics in Science and Engineering 2015\/2016"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/08841241.2016.1212451"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/08841241.2018.1442896"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10471-x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5121\/csit.2016.60616"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1002\/9781119792642.ch15","article-title":"A review of topic modeling and its application","volume-title":"Handbook of Intelligent Computing and Optimization for Sustainable Development","author":"Sandhiya","year":"2022"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11135-020-00976-w"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12527"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCOINS.2016.7783248"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312649"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007617005950"},{"key":"ref26","first-page":"993","article-title":"Latent Dirichlet allocation","volume":"3","author":"Blei","year":"2003","journal-title":"J. Mach. Learn. Res."},{"key":"ref27","article-title":"The author-topic model for authors and documents","author":"Rosen-Zvi","year":"2012","journal-title":"arXiv:1207.4169"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143859"},{"key":"ref29","first-page":"248","article-title":"Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora","volume-title":"Proc. Conf. Empirical Methods Natural Lang. Process.","author":"Ramage"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553535"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS48265.2020.9120888"},{"issue":"1","key":"ref32","first-page":"1","article-title":"LSA & LDA topic modeling classification: Comparison study on e-books","volume":"19","author":"Hassan","year":"2020","journal-title":"Indonesian J. Electr. Eng. Comput. Sci."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI50451.2021.9660139"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1080\/08841241.2020.1834486"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/08841241.2018.1557778"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1108\/JCOM-06-2019-0090"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118119"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3211396"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2021.06.078"},{"issue":"3","key":"ref40","first-page":"147","article-title":"An open-source lemmatizer for Russian language based on tree regression models","volume":"149","author":"Akhmetov","year":"2020","journal-title":"Res. Comput. Sci."},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71746-3_12"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-21340-3_13"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICDABI51230.2020.9325654"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5815\/ijisa.2019.06.02"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.21105\/joss.00861"},{"key":"ref46","first-page":"190","article-title":"Understanding the limiting factors of topic modeling via posterior contraction analysis","volume-title":"Proc. 31th Int. Conf. Mach. Learn.","author":"Tang"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.tourman.2020.104241"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/11940098_3"},{"key":"ref49","first-page":"100","article-title":"Automatic evaluation of topic coherence","volume-title":"Proc. Human Lang. Technol., Annu. Conf. North Amer. Chapter Assoc. Comput. Linguistics","author":"Newman"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-804291-5.00009-X"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10706227.pdf?arnumber=10706227","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:40:19Z","timestamp":1732668019000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10706227\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3474794","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}