{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:23:47Z","timestamp":1784301827974,"version":"3.55.0"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004561","name":"Ministry of Education and Science of the Republic of Kazakhstan","doi-asserted-by":"publisher","award":["AP09058174"],"award-info":[{"award-number":["AP09058174"]}],"id":[{"id":"10.13039\/501100004561","id-type":"DOI","asserted-by":"publisher"}]},{"name":"\u201cDevelopment of Language-Independent Unsupervised Semantic Analysis Methods of Large Amounts of Text Data\u201d research project"},{"name":"Mexican Government","award":["A1-S-47854 of the CONACYT, Mexico"],"award-info":[{"award-number":["A1-S-47854 of the CONACYT, Mexico"]}]},{"DOI":"10.13039\/501100007161","name":"Secretar\u00eda de Investigaci\u00f3n y Posgrado of the Instituto Polit\u00e9cnico Nacional, Mexico","doi-asserted-by":"publisher","award":["20211784"],"award-info":[{"award-number":["20211784"]}],"id":[{"id":"10.13039\/501100007161","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007161","name":"Secretar\u00eda de Investigaci\u00f3n y Posgrado of the Instituto Polit\u00e9cnico Nacional, Mexico","doi-asserted-by":"publisher","award":["20211884"],"award-info":[{"award-number":["20211884"]}],"id":[{"id":"10.13039\/501100007161","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007161","name":"Secretar\u00eda de Investigaci\u00f3n y Posgrado of the Instituto Polit\u00e9cnico Nacional, Mexico","doi-asserted-by":"publisher","award":["20211178"],"award-info":[{"award-number":["20211178"]}],"id":[{"id":"10.13039\/501100007161","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3136302","type":"journal-article","created":{"date-parts":[[2021,12,16]],"date-time":"2021-12-16T20:38:36Z","timestamp":1639687116000},"page":"168141-168153","source":"Crossref","is-referenced-by-count":18,"title":["Greedy Optimization Method for Extractive Summarization of Scientific Articles"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3221-9352","authenticated-orcid":false,"given":"Iskander","family":"Akhmetov","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7845-9039","authenticated-orcid":false,"given":"Alexander","family":"Gelbukh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7283-5144","authenticated-orcid":false,"given":"Rustam","family":"Mussabayev","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref38","author":"ruder","year":"2016","journal-title":"On Word Embeddings—Part 3 The Secret Ingredients of Word2vec"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2007.01.023"},{"key":"ref32","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1202"},{"key":"ref30","article-title":"Electra: Pre-training text encoders as discriminators rather than generators","author":"clark","year":"2020","journal-title":"Proc Int Conf Represent Learn (ICLR)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/11671299_55"},{"key":"ref36","article-title":"Documenting the english colossal clean crawled corpus","author":"dodge","year":"2021"},{"key":"ref35","first-page":"93","article-title":"Using latent semantic analysis in text summarization and summary evaluation","author":"jezek","year":"2004","journal-title":"Proc 7th Int Conf ISIM"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1523"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/215206.215333"},{"key":"ref11","article-title":"PEGASUS: Pre-training with extracted gap-sentences for abstractive summarization","author":"zhang","year":"2019","journal-title":"arXiv 1912 08777"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1387"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10579-017-9399-2"},{"key":"ref14","article-title":"The pagerank citation ranking: Bringing order to the web","author":"page","year":"1999"},{"key":"ref15","article-title":"The impact of frequency on summarization","author":"nenkova","year":"2005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/K16-1028"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1099"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2097"},{"key":"ref19","first-page":"74","article-title":"ROUGE: A package for automatic evaluation of summaries","author":"lin","year":"2004","journal-title":"Text Summarization Branches Out"},{"key":"ref28","article-title":"Enriching word vectors with subword information","author":"bojanowski","year":"2016","journal-title":"arXiv 1607 04606"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34614-0_1"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69625-2_13"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1162\/089120102762671927"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07124-4_19"},{"key":"ref29","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume":"1","author":"devlin","year":"2019","journal-title":"Proc Conf North Amer Chapter Assoc Comput Linguistics Hum Lang Technol"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/2.881692"},{"key":"ref8","article-title":"The arxive dataset extract with high Rouge score summaries generated by 5 different methods v1","author":"akhmetov","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10288-008-0089-1"},{"key":"ref2","article-title":"English gigaword fifth edition, linguistic data consortium","author":"parker","year":"2011"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1147\/rd.22.0159"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(99)00216-2"},{"key":"ref20","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4614-6940-7","author":"burke","year":"2014","journal-title":"Search Methodologies Introductory Tutorials in Optimization and Decision Support Techniques"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1147\/rd.14.0309"},{"key":"ref21","author":"rajaraman","year":"2011","journal-title":"Data Mining"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"240","DOI":"10.1098\/rspl.1895.0041","article-title":"Note on regression and inheritance in the case of two parents","volume":"58","author":"pearson","year":"1895","journal-title":"Proc Roy Soc London"},{"key":"ref23","author":"guthrie","year":"2020","journal-title":"Nist\/Sematech E-Handbook of Statistical Methods (Nist Handbook 151)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-019-0686-2"},{"key":"ref25","author":"rudin","year":"1976","journal-title":"Principles of Mathematical Analysis"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09654190.pdf?arnumber=9654190","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,14]],"date-time":"2023-11-14T10:22:06Z","timestamp":1699957326000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9654190\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3136302","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}