{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:28:01Z","timestamp":1740122881608,"version":"3.37.3"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"26","license":[{"start":{"date-parts":[[2022,4,22]],"date-time":"2022-04-22T00:00:00Z","timestamp":1650585600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,4,22]],"date-time":"2022-04-22T00:00:00Z","timestamp":1650585600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2022,11]]},"DOI":"10.1007\/s11042-022-12657-x","type":"journal-article","created":{"date-parts":[[2022,4,22]],"date-time":"2022-04-22T07:05:50Z","timestamp":1650611150000},"page":"37747-37761","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Designing an efficient unigram keyword detector for documents using Relative Entropy"],"prefix":"10.1007","volume":"81","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1387-4191","authenticated-orcid":false,"given":"R. N.","family":"Rathi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Mustafi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,4,22]]},"reference":[{"key":"12657_CR1","doi-asserted-by":"crossref","unstructured":"Aggarwal A, Sharma C, Jain M, Jain A (2018) Semi supervised graph based keyword extraction using lexical chains and centrality measures. Computaci\u00f3n y Sistemas 22(4):1037\u20131315","DOI":"10.13053\/cys-22-4-3077"},{"key":"12657_CR2","doi-asserted-by":"crossref","unstructured":"Bafna P, Pramod D Vaidya A (2016) Document clustering: Tf-idf approach. In: 2016 International conference on electrical, electronics, and optimization techniques (ICEEOT), IEEE, pp 61\u201366","DOI":"10.1109\/ICEEOT.2016.7754750"},{"key":"12657_CR3","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.eswa.2017.12.025","volume":"97","author":"SK Biswas","year":"2018","unstructured":"Biswas S K, Bordoloi M, Shreya J (2018) A graph based keyword extraction model using collective node weight. Expert Syst Appl 97:51\u201359","journal-title":"Expert Syst Appl"},{"key":"12657_CR4","unstructured":"Brinker K, Moerchen F, Glomann B, Neubauer C (2010) Online document clustering using tfidf and predefined time windows. US Patent 7,711,668"},{"key":"12657_CR5","doi-asserted-by":"crossref","unstructured":"Campos R, Mangaravite V, Pasquali A, Jorge AM, Nunes C, Jatowt A (2018) A text feature based automatic keyword extraction method for single documents. In: European conference on information retrieval, Springer, pp 684\u2013691","DOI":"10.1007\/978-3-319-76941-7_63"},{"key":"12657_CR6","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1016\/j.ins.2019.09.013","volume":"509","author":"R Campos","year":"2020","unstructured":"Campos R, Mangaravite V, Pasquali A, Jorge A, Nunes C, Jatowt A (2020) Yake! keyword extraction from single documents using multiple local features. Inf Sci 509:257\u2013289","journal-title":"Inf Sci"},{"key":"12657_CR7","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/j.eswa.2016.09.009","volume":"66","author":"K Chen","year":"2016","unstructured":"Chen K, Zhang Z, Long J, Zhang H (2016) Turning from tf-idf to tf-igm for term weighting in text classification. Expert Syst Appl 66:245\u2013260","journal-title":"Expert Syst Appl"},{"key":"12657_CR8","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.csl.2019.01.007","volume":"57","author":"Y Chen","year":"2019","unstructured":"Chen Y, Wang J, Li P, Guo P (2019) Single document keyword extraction via quantifying higher-order structural features of word co-occurrence graph. Computer Speech & Language 57:98\u2013107","journal-title":"Computer Speech & Language"},{"key":"12657_CR9","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.ins.2018.10.034","volume":"477","author":"S Duari","year":"2019","unstructured":"Duari S, Bhatnagar V (2019) scake: Semantic connectivity aware keyword extraction. Inform Sci 477:100\u2013117","journal-title":"Inform Sci"},{"issue":"4","key":"12657_CR10","doi-asserted-by":"publisher","first-page":"2101","DOI":"10.3233\/IFS-151923","volume":"30","author":"R Duwairi","year":"2016","unstructured":"Duwairi R, Hedaya M (2016) Automatic keyphrase extraction for arabic news documents based on kea system. Journal of Intelligent & Fuzzy Systems 30 (4):2101\u20132110","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"12657_CR11","unstructured":"Ercan G (2006) Automated text summarization and keyphrase extraction. Unpublished MSc thesis, Bilkent University"},{"key":"12657_CR12","unstructured":"Feduhko S (2014) Development of a software for computer-linguistic verification of socio-demographic profile of web-community member. Webology 11(2)"},{"key":"12657_CR13","doi-asserted-by":"crossref","unstructured":"Florescu C, Caragea C (2017) A position-biased pagerank algorithm for keyphrase extraction. In: Proceedings of the AAAI conference on artificial intelligence, vol 31","DOI":"10.1609\/aaai.v31i1.11082"},{"issue":"1","key":"12657_CR14","first-page":"121","volume":"3","author":"M Haque","year":"2013","unstructured":"Haque M, Pervin S, Begum Z et al (2013) Literature review of automatic multiple documents text summarization. International Journal of Innovation and Applied Studies 3(1):121\u2013129","journal-title":"International Journal of Innovation and Applied Studies"},{"key":"12657_CR15","unstructured":"Korzh R, Fedushko S, Peleschyshyn A (2015) Methods for forming an informational image of a higher education institution"},{"key":"12657_CR16","doi-asserted-by":"crossref","unstructured":"Krapivin M, Autayeu M, Marchese M, Blanzieri E, Segata N (2010) Improving machine learning approaches for keyphrases extraction from scientific documents with natural language knowledge. In: Proceedings of the joint JCDL\/ICADL international digital libraries conference, pp 102\u2013111","DOI":"10.1007\/978-3-642-13654-2_12"},{"issue":"2","key":"12657_CR17","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1017\/S1351324916000231","volume":"23","author":"S Lahiri","year":"2017","unstructured":"Lahiri S, Mihalcea R, Lai P H (2017) Keyword extraction from emails. Nat Lang Eng 23(2):295\u2013317","journal-title":"Nat Lang Eng"},{"key":"12657_CR18","doi-asserted-by":"crossref","unstructured":"Li G, Wang H (2014) Improved automatic keyword extraction based on textrank using domain knowledge. In: CCF international conference on natural language processing and chinese computing, Springer, pp 403\u2013413","DOI":"10.1007\/978-3-662-45924-9_36"},{"issue":"5","key":"12657_CR19","doi-asserted-by":"publisher","first-page":"917","DOI":"10.1007\/s11859-007-0038-4","volume":"12","author":"J Li","year":"2007","unstructured":"Li J, Zhang K, et al. (2007) Keyword extraction based on tf\/idf for chinese news document. Wuhan University Journal of Natural Sciences 12(5):917\u2013921","journal-title":"Wuhan University Journal of Natural Sciences"},{"issue":"6","key":"12657_CR20","doi-asserted-by":"publisher","first-page":"1345","DOI":"10.1016\/j.ipm.2018.05.009","volume":"54","author":"X Li","year":"2018","unstructured":"Li X, Zhang A, Li C, Ouyang J, Cai Y (2018) Exploring coherent topics by topic modeling with term weighting. Inform Process Manage 54 (6):1345\u20131358","journal-title":"Inform Process Manage"},{"key":"12657_CR21","doi-asserted-by":"crossref","unstructured":"Liu F, Pennell D, Liu F, Liu Y (2009) Unsupervised approaches for automatic keyword extraction using meeting transcripts. In: Proceedings of human language technologies: The 2009 annual conference of the North American chapter of the association for computational linguistics, pp 620\u2013628","DOI":"10.3115\/1620754.1620845"},{"key":"12657_CR22","doi-asserted-by":"crossref","unstructured":"Liu Z, Li P, Zheng Y, Sun M (2009) Clustering to find exemplar terms for keyphrase extraction. In: Proceedings of the 2009 conference on empirical methods in natural language processing, pp 257\u2013266","DOI":"10.3115\/1699510.1699544"},{"issue":"01","key":"12657_CR23","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1142\/S0218213004001466","volume":"13","author":"Y Matsuo","year":"2004","unstructured":"Matsuo Y, Ishizuka M (2004) Keyword extraction from a single document using word co-occurrence statistical information. International Journal on Artificial Intelligence Tools 13(01):157\u2013169","journal-title":"International Journal on Artificial Intelligence Tools"},{"key":"12657_CR24","doi-asserted-by":"crossref","unstructured":"McMahon D (2007) Quantum computing explained. John Wiley & Sons","DOI":"10.1002\/9780470181386"},{"key":"12657_CR25","unstructured":"Mihalcea R, Tarau P (2004) Textrank: Bringing order into text. In: Proceedings of the 2004 conference on empirical methods in natural language processing, pp 404\u2013411"},{"key":"12657_CR26","unstructured":"Mihalcea R (2005) A language independent algorithm for single and multiple document summarization. In: Companion Volume to the Proceedings of Conference including Posters\/Demos and tutorial abstracts"},{"issue":"1","key":"12657_CR27","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1017\/S1351324919000317","volume":"26","author":"B Naderalvojoud","year":"2020","unstructured":"Naderalvojoud B, Sezer EA (2020) Term evaluation metrics in imbalanced text categorization. Nat Lang Eng 26(1):31\u201347","journal-title":"Nat Lang Eng"},{"key":"12657_CR28","doi-asserted-by":"crossref","unstructured":"Nguyen TD, Kan MY (2007) Keyphrase extraction in scientific publications. In: International conference on Asian digital libraries, Springer, pp 317\u2013326","DOI":"10.1007\/978-3-540-77094-7_41"},{"key":"12657_CR29","first-page":"1","volume":"1","author":"S Rose","year":"2010","unstructured":"Rose S, Engel D, Cramer N, Cowley W (2010) Automatic keyword extraction from individual documents. Text Mining: Applications and Theory 1:1\u201320","journal-title":"Text Mining: Applications and Theory"},{"issue":"5","key":"12657_CR30","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1016\/0306-4573(88)90021-0","volume":"24","author":"G Salton","year":"1988","unstructured":"Salton G, Buckley C (1988) Term-weighting approaches in automatic text retrieval. Inform Process Manage 24(5):513\u2013523","journal-title":"Inform Process Manage"},{"key":"12657_CR31","doi-asserted-by":"crossref","unstructured":"Tixier A, Malliaros F, Vazirgiannis M (2016) A graph degeneracy-based approach to keyword extraction. In: Proceedings of the 2016 conference on empirical methods in natural language processing, pp 1860\u20131870","DOI":"10.18653\/v1\/D16-1191"},{"key":"12657_CR32","doi-asserted-by":"crossref","unstructured":"Wu YfB, Li Q, Bot RS, Chen X (2005) Domain-specific keyphrase extraction. In: Proceedings of the 14th ACM international conference on Information and knowledge management, pp 283\u2013284","DOI":"10.1145\/1099554.1099628"},{"key":"12657_CR33","doi-asserted-by":"crossref","unstructured":"Zhang C, Wang X, Yu S, Wang Y (2018) Research on keyword extraction of word2vec model in chinese corpus. In: 2018 IEEE\/ACIS 17Th international conference on computer and information science (ICIS), IEEE, pp 339\u2013343","DOI":"10.1109\/ICIS.2018.8466534"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-022-12657-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-022-12657-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-022-12657-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,29]],"date-time":"2022-09-29T09:37:22Z","timestamp":1664444242000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-022-12657-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,22]]},"references-count":33,"journal-issue":{"issue":"26","published-print":{"date-parts":[[2022,11]]}},"alternative-id":["12657"],"URL":"https:\/\/doi.org\/10.1007\/s11042-022-12657-x","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2022,4,22]]},"assertion":[{"value":"17 December 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 March 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 February 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 April 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}