{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T17:56:59Z","timestamp":1770141419853,"version":"3.49.0"},"reference-count":47,"publisher":"IEEE","funder":[{"DOI":"10.13039\/501100002261","name":"Russian Foundation for Basic Research","doi-asserted-by":"publisher","award":["18-012-90026"],"award-info":[{"award-number":["18-012-90026"]}],"id":[{"id":"10.13039\/501100002261","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,27]]},"DOI":"10.23919\/fruct53335.2021.9599961","type":"proceedings-article","created":{"date-parts":[[2021,11,19]],"date-time":"2021-11-19T20:39:05Z","timestamp":1637354345000},"page":"229-236","source":"Crossref","is-referenced-by-count":1,"title":["Machine Learning Methods in the Problem of Attribution of Publicistic Texts of the XIX Century"],"prefix":"10.23919","author":[{"given":"Alexander","family":"Rogov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolai","family":"Moskin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kirill","family":"Kulakov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roman","family":"Abramov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","first-page":"1532","DOI":"10.3115\/v1\/D14-1162","article-title":"Glove: Global vectors for word representation","author":"pennington","year":"2014","journal-title":"Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)"},{"key":"ref38","first-page":"145","article-title":"N-gram based text classification according to authorship","author":"zecevic","year":"0","journal-title":"Proceedings of the Second Student Research Workshop associated with RANLP 2011"},{"key":"ref33","author":"schaetti","year":"2019","journal-title":"Author Verification in Stream of Text with Echo State Network-based Recurrent Neural Models SwissText"},{"key":"ref32","first-page":"2440","article-title":"End-to-end memory networks","author":"sukhbaatar","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref31","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref30","article-title":"Language models are unsupervised multi task learners","volume":"1","author":"radford","year":"2019","journal-title":"OpenAIRE blog"},{"key":"ref37","first-page":"255","article-title":"N-gram-based author profiles for authorship attribution","volume":"3","author":"ke\u0161elj","year":"2003","journal-title":"Proceedings of the conference pacific association for computational linguistics PACLING-2003"},{"key":"ref36","author":"kotov","year":"2014","journal-title":"Linguistic Corpuses"},{"key":"ref35","first-page":"267","article-title":"Overview of PAN 2018. Author Identification, Author Profiling, and Author Obfuscation","author":"stamatatos","year":"2018","journal-title":"International Conference of the Cross- Language Evaluation Forum for European Languages"},{"key":"ref34","article-title":"Overview of the Cross-domain Authorship Attribution Task at PAN 2019","author":"kestemont","year":"2019","journal-title":"CLEF (Working Notes)"},{"key":"ref10","first-page":"228","article-title":"Methods of attribution in the author's expertise","volume":"2","author":"romanchenko","year":"2013","journal-title":"Bulletin of the Saratov State Law Academy"},{"key":"ref40","author":"hosseinia","year":"2018","journal-title":"Experiments with neural networks for small and large scale authorship verification"},{"key":"ref11","first-page":"61","article-title":"Plagiarism in the works of students and postgraduates: the problem and methods of counteraction","volume":"5","author":"nikitov","year":"0","journal-title":"University management Practice and analysis"},{"key":"ref12","author":"iskhakova","year":"2016","journal-title":"Method and software tool for determining artificially created texts"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"104","DOI":"10.15622\/sp.49.6","article-title":"Method for determining artificial texts on the basis of calculating the measure of belonging to invariants","volume":"6","author":"shumskaya","year":"2016","journal-title":"Proceedings of SPIIRAS"},{"key":"ref14","author":"vinogradov","year":"1961","journal-title":"The problem of authorship and the theory of styles"},{"key":"ref15","first-page":"336","article-title":"Possibilities of using decision trees in the problem of attribution of publicistic texts of the 19th century","author":"rogov","year":"2020","journal-title":"Abstracts of the 13th International Conference &#x201C;Intellectualization of Information Processing&#x201D;"},{"key":"ref16","first-page":"3","article-title":"Problems of attribution in studies about F. M. Dostoevsky","author":"alekseeva","year":"2015","journal-title":"(a review of the proposed solutions) Unknown Dostoevsky"},{"key":"ref17","first-page":"29","article-title":"Methods of attribution of authorship in modern Russian philology","volume":"3","author":"gurova","year":"2016","journal-title":"New philological bulletin"},{"key":"ref18","author":"kjetsaa","year":"1986","journal-title":"Attributed to Dostoevsky The Problem of attributing to Dostoevsky anonymous articles in Time and Epoch"},{"key":"ref19","first-page":"48","article-title":"About the authorship of anonymous and pseudonymous articles attributed to F. M. Dostoevsky (magazines &#x201C;Time&#x201D; and &#x201C;Epoch","author":"marusenko","year":"2008","journal-title":"1861&#x2013;1865)&#x201D; Bulletin of St Petersburg university Series 9 Philology Oriental studies Journalism"},{"key":"ref28","first-page":"151","article-title":"Machine learning approach to authorship attribution of literary texts","volume":"1","author":"sta?czyk","year":"2007","journal-title":"International Journal Of Applied Mathematics And Informatics"},{"key":"ref4","first-page":"70","article-title":"Digital textology: text attribution on the example of M. A.Sholokhov's novel &#x201C;Quiet Don","author":"velikanova","year":"2019","journal-title":"World of Sholokhov"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18848\/2381-9251\/CGP\/v11i03\/56506"},{"key":"ref3","first-page":"239","article-title":"About one application of the statistical method","volume":"6","author":"markov","year":"1916","journal-title":"Bulletin of the Imperial Academy of Sciences Series"},{"key":"ref6","first-page":"41","article-title":"Review of methods and examples of text attribution","volume":"12","author":"malutov","year":"2005","journal-title":"Society for Industrial Applied Mathematics Review"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/E17-2106"},{"key":"ref5","first-page":"115","article-title":"Recognition of the author of the text using A. A.Markov's chains","author":"khmelev","year":"2000","journal-title":"Moscow University Bulletin Series 9 Philology"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.17223\/15617793\/433\/5"},{"key":"ref7","first-page":"17","article-title":"The problem of identifying gender-significant parameters of the text","author":"vasilevich","year":"2014","journal-title":"Bulletin of the Moscow State Regional University Linguistics series"},{"key":"ref2","author":"rogov","year":"2014","journal-title":"Mathematical methods for text attribution"},{"key":"ref9","first-page":"83","article-title":"Algorithm for automatic identification of the author of a written speech work in judicial authorship","volume":"3","author":"khomenko","year":"0","journal-title":"Legal Linguistics"},{"key":"ref1","author":"lebedev","year":"2019","journal-title":"Introduction to Linguistics"},{"key":"ref46","author":"ayvazyan","year":"1983","journal-title":"Applied statistics foundations of modeling and primary data processing"},{"key":"ref20","first-page":"432","article-title":"Identification of the author of the text using the support vector machine in the case of two possible alternatives","volume":"8","author":"meshcheryakov","year":"0","journal-title":"Computational linguistics and intellectual technologies materials of the international conference &#x201C;Dialog-2009&#x201D;"},{"key":"ref45","author":"sidorov","year":"2002","journal-title":"Mathematical and information support of literary texts processing methods based on formal grammatical parameters"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/0013838X.2012.668788"},{"key":"ref47","first-page":"185","article-title":"Text Attribution in Case of Sampling Imbalance by the Method of Constructing an Ensemble of Classifiers Based on Decision Trees","author":"rogov","year":"2020","journal-title":"Data Analytics and Management in Data Intensive Domains XXII International Conference DAMDID\/RCDL &#x2018;2020 Extended Abstracts of the Conference"},{"key":"ref21","author":"romanov","year":"2010","journal-title":"Methodology and software package for identifying the author of an unknown text Tomsk"},{"key":"ref42","first-page":"234","article-title":"Software support in solving the problem of text attribution","volume":"10","author":"rogov","year":"2019","journal-title":"Software Engineering"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21001"},{"key":"ref41","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref23","author":"farringdon","year":"1996","journal-title":"Analyzing for Authorship"},{"key":"ref44","first-page":"296","article-title":"On the problem of creating marked-up text corpora in 19th century graphics","author":"lebedev","year":"2019","journal-title":"Proceedings of the international conference &#x201C;Corpus linguistics-2019&#x201D;"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23036-8_10"},{"key":"ref43","first-page":"121","article-title":"Attribution of texts using mathematical methods and computer technologies","author":"kulakov","year":"2019","journal-title":"Materials of the XIII conference &#x00AB;Digital technologies in education science society&#x00BB;"},{"key":"ref25","first-page":"81","article-title":"Formal methods for determining the authorship of texts","volume":"10","author":"batura","year":"2012","journal-title":"Bulletin of the Novosibirsk State University Series &#x201C;Information Technologies&#x201D;"}],"event":{"name":"2021 30th Conference of Open Innovations Association (FRUCT)","location":"Oulu, Finland","start":{"date-parts":[[2021,10,27]]},"end":{"date-parts":[[2021,10,29]]}},"container-title":["2021 30th Conference of Open Innovations Association FRUCT"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9599956\/9599957\/09599961.pdf?arnumber=9599961","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,14]],"date-time":"2022-03-14T22:45:53Z","timestamp":1647297953000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9599961\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,27]]},"references-count":47,"URL":"https:\/\/doi.org\/10.23919\/fruct53335.2021.9599961","relation":{},"subject":[],"published":{"date-parts":[[2021,10,27]]}}}