{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T05:48:53Z","timestamp":1740116933905,"version":"3.37.3"},"reference-count":42,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2016,10,1]],"date-time":"2016-10-01T00:00:00Z","timestamp":1475280000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004085","name":"Ministry of Education, Science and Technology","doi-asserted-by":"publisher","award":["NRF-2013R1A1A2009937"],"id":[{"id":"10.13039\/501100004085","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003621","name":"Ministry of Science, ICT and Future Planning","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003621","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010418","name":"Institute for Information and Communications Technology Promotion","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010418","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Expert Systems with Applications"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1016\/j.eswa.2016.05.001","type":"journal-article","created":{"date-parts":[[2016,5,11]],"date-time":"2016-05-11T00:30:54Z","timestamp":1462926654000},"page":"222-233","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":21,"special_numbering":"C","title":["How to Improve Text Summarization and Classification by Mutual Cooperation on an Integrated Framework"],"prefix":"10.1016","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1341-1103","authenticated-orcid":false,"given":"Hyoungil","family":"Jeong","sequence":"first","affiliation":[]},{"given":"Youngjoong","family":"Ko","sequence":"additional","affiliation":[]},{"given":"Jungyun","family":"Seo","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"unstructured":"AbleNews (2012). http:\/\/www.ablenews.co.kr.","key":"10.1016\/j.eswa.2016.05.001_bib0001"},{"key":"10.1016\/j.eswa.2016.05.001_bib0002","series-title":"Proceedings of 23rd annual international ACM-SIGIR conference on research and development in information retrieval","first-page":"144","article-title":"OCELOT: A system for summarizing web pages","author":"Berger","year":"2000"},{"key":"10.1016\/j.eswa.2016.05.001_bib0003","series-title":"Proceedings of the 20th international conference on computational linguistics","first-page":"397","article-title":"A formal model for information selection in multi-sentence text extraction","author":"Filatova","year":"2004"},{"key":"10.1016\/j.eswa.2016.05.001_bib0004","series-title":"Proceedings of 3rd annual ACM bangalore conference","article-title":"Symbolic representation of text documents","author":"Guru","year":"2010"},{"key":"10.1016\/j.eswa.2016.05.001_bib0005","series-title":"Proceedings of document understanding conference","first-page":"30","article-title":"Generating single and multi-document summaries with GISTEXTER","author":"Harabagiu","year":"2002"},{"key":"10.1016\/j.eswa.2016.05.001_bib0006","series-title":"Proceedings of the conference on empirical methods on natural language processing 2013","first-page":"1515","article-title":"Single document summarization as a tree knapsack problem","author":"Hirao","year":"2013"},{"key":"10.1016\/j.eswa.2016.05.001_bib0007","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1109\/TKDE.2008.76","article-title":"Text document preprocessing with the bayes formula for classification using the support vector machine","volume":"20","author":"Isa","year":"2008","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.1016\/j.eswa.2016.05.001_bib0008","series-title":"Proceedings of workshop on pattern recognition in practice","first-page":"381","article-title":"Interpolated estimation of Markov source parameters from sparse data","author":"Jelinek","year":"1980"},{"issue":"4","key":"10.1016\/j.eswa.2016.05.001_bib0009","first-page":"779","article-title":"Efficient keyword extraction and text summarization for reading articles on smart phone","volume":"34","author":"Jeong","year":"2015","journal-title":"Computing and Informatics"},{"issue":"2","key":"10.1016\/j.eswa.2016.05.001_bib0010","doi-asserted-by":"crossref","first-page":"110","DOI":"10.5626\/JCSE.2010.4.2.110","article-title":"Representation of texts into string vectors for text categorization","volume":"4","author":"Jo","year":"2010","journal-title":"Journal of Computing Science and Engineering"},{"key":"10.1016\/j.eswa.2016.05.001_bib0011","series-title":"Proceedings of 10th European conference on machine learning (ECML)","first-page":"137","article-title":"Text categorization with support vector machines: Learning with many relevant features","author":"Joachims","year":"1998"},{"key":"10.1016\/j.eswa.2016.05.001_bib0012","series-title":"Proceeding 5th international workshop on information retrieval with Asian languages","first-page":"111","article-title":"Korean text summarization using an aggregated similarity","author":"Kim","year":"2001"},{"year":"1999","author":"Kim","series-title":"Research on Text Understanding and Retrieval\/Summarization\/Filtering","key":"10.1016\/j.eswa.2016.05.001_bib0013"},{"issue":"1","key":"10.1016\/j.eswa.2016.05.001_bib0014","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/S0306-4573(02)00056-0","article-title":"Improving text categorization using the importance of sentences","volume":"40","author":"Ko","year":"2004","journal-title":"Information Processing and Management"},{"key":"10.1016\/j.eswa.2016.05.001_bib0015","doi-asserted-by":"crossref","first-page":"1366","DOI":"10.1016\/j.patrec.2008.02.008","article-title":"An effective sentence-extraction technique using contextual information and statistical approaches for text summarization","volume":"29","author":"Ko","year":"2008","journal-title":"Pattern Recognition Letters"},{"year":"2000","author":"Kotz","series-title":"Continuous multivariate distributions. Volume 1: Models and applications","key":"10.1016\/j.eswa.2016.05.001_bib0016"},{"key":"10.1016\/j.eswa.2016.05.001_bib0017","series-title":"Proceedings of the 19th annual international ACM SIGIR conference on research and development in information retrieval (SIGIR\u201996)","first-page":"289","article-title":"Training algorithms for linear text classifiers","author":"Lewis","year":"1996"},{"key":"10.1016\/j.eswa.2016.05.001_bib0018","series-title":"Proceedings of the 33rd international ACM-SIGIR conference on research and development in information retrieval","first-page":"819","article-title":"Ontology enriched multi document summarization in disaster management","author":"Li","year":"2010"},{"key":"10.1016\/j.eswa.2016.05.001_bib0019","series-title":"Proceedings of the 27th annual international ACM SIGIR conference on research and development in information retrieval","first-page":"25","article-title":"Cluster-based retrieval using language models","author":"Liu","year":"2004"},{"key":"10.1016\/j.eswa.2016.05.001_bib0020","series-title":"The Sage handbook of quantitative methodology for the social sciences","first-page":"175","article-title":"Latent class model","author":"Magidson","year":"2004"},{"key":"10.1016\/j.eswa.2016.05.001_bib0021","series-title":"Automatic summarization","first-page":"1","author":"Mani","year":"2001"},{"issue":"1","key":"10.1016\/j.eswa.2016.05.001_bib0022","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1142\/S0218213004001466","article-title":"Keyword extraction from a single document using word co-occurrence statistical information","volume":"13","author":"Matsuo","year":"2004","journal-title":"International urnal on Artificial Intelligence Tools"},{"key":"10.1016\/j.eswa.2016.05.001_bib0023","series-title":"Proceedings of the AAAI\u201998 workshop on learning for text categorization","first-page":"41","article-title":"A comparison of event models for Naive Bayes text classification","author":"McCallum","year":"1998"},{"issue":"2","key":"10.1016\/j.eswa.2016.05.001_bib0024","doi-asserted-by":"crossref","first-page":"365","DOI":"10.2307\/2347605","article-title":"Algorithm as 266: Maximum likelihood estimation of the parameters of the dirichlet distribution","volume":"40","author":"Narayanan","year":"1991","journal-title":"Applied Statistics"},{"key":"10.1016\/j.eswa.2016.05.001_bib0025","series-title":"Proceedings of IJCAI 1999 workshop on machine learning for information filtering","first-page":"61","article-title":"Using maximum entropy for text classification","author":"Nigam","year":"1999"},{"key":"10.1016\/j.eswa.2016.05.001_bib0026","series-title":"Proceedings of 15th national conference on artificial intelligence (AAAI-98)","article-title":"Learning to classify text from labeled and unlabeled documents","author":"Nigam","year":"1998"},{"key":"10.1016\/j.eswa.2016.05.001_bib0027","series-title":"Proceedings of the text analysis conference","article-title":"TAC 2011 guided summarization task guidelines","author":"Owczarzak","year":"2011"},{"issue":"4","key":"10.1016\/j.eswa.2016.05.001_bib0028","first-page":"1","article-title":"Inducing features of random fields","volume":"19","author":"Pietra","year":"1997","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"4","key":"10.1016\/j.eswa.2016.05.001_bib0029","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1162\/089120102762671927","article-title":"Introduction to the special issue on summarization","volume":"28","author":"Radev","year":"2000","journal-title":"Computational Linguistics"},{"key":"10.1016\/j.eswa.2016.05.001_bib0030","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1002\/asi.4630270302","article-title":"Relevance weighting of search terms","volume":"27","author":"Robertson","year":"1976","journal-title":"Journal of the American Society for Information Science"},{"year":"1989","author":"Salton","series-title":"Automatic text processing: The transformation, analysis, and retrieval of information by computer","key":"10.1016\/j.eswa.2016.05.001_bib0031"},{"key":"10.1016\/j.eswa.2016.05.001_bib0032","series-title":"Proceedings of the 2007 international conference on empirical methods in natural language processing and computational natural language learning","first-page":"448","article-title":"Enhancing single-document summarization by combining ranknet and third-party sources","author":"Svore","year":"2007"},{"key":"10.1016\/j.eswa.2016.05.001_bib0033","series-title":"Proceedings of the 12th conference of the European chapter of the association for computational linguistics","first-page":"781","article-title":"Text summarization model based on maximum coverage problem and its variant","author":"Takamura","year":"2009"},{"year":"1998","author":"Vapnik","series-title":"Statistical learning theory","key":"10.1016\/j.eswa.2016.05.001_bib0034"},{"key":"10.1016\/j.eswa.2016.05.001_bib0035","series-title":"Proceedings of the 17th international conference on computational linguistics and 36th annual meeting of the ACL","first-page":"1364","article-title":"Using leading text for news summaries: Evaluation results and implications for commercial summarization applications","author":"Wasson","year":"1998"},{"key":"10.1016\/j.eswa.2016.05.001_bib0036","series-title":"Proceedings of the seventh european symposium on artificial neural networks (ESANN-99)","article-title":"Support vector machines for multi-class pattern recognition","author":"Weston","year":"1999"},{"year":"2010","author":"White","series-title":"Hadoop: The definitive guide","key":"10.1016\/j.eswa.2016.05.001_bib0037"},{"key":"10.1016\/j.eswa.2016.05.001_bib0038","first-page":"975","article-title":"Probability estimates for multi-class classification by pairwise coupling","volume":"5","author":"Wu","year":"2004","journal-title":"The Journal of Machine Learning Research"},{"key":"10.1016\/j.eswa.2016.05.001_bib0039","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1023\/A:1009982220290","article-title":"An evaluation of statistical approaches to text categorization","volume":"1","author":"Yang","year":"1999","journal-title":"Journal of Information Retrieval"},{"issue":"1","key":"10.1016\/j.eswa.2016.05.001_bib0040","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1145\/321921.321930","article-title":"Precision weighting: An effective automatic indexing method","volume":"23","author":"Yu","year":"1976","journal-title":"Journal of ACM"},{"key":"10.1016\/j.eswa.2016.05.001_bib0041","series-title":"Proceedings of the 16th international conference on computational linguistics","first-page":"986","article-title":"Fast generation of abstracts from general domain text corpora by extracting relevant sentences","author":"Zechner","year":"1997"},{"year":"2003","author":"Zhang","series-title":"Maximum entropy modeling toolkit for python and C++","key":"10.1016\/j.eswa.2016.05.001_sbref0041"}],"container-title":["Expert Systems with Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0957417416302196?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0957417416302196?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2022,7,5]],"date-time":"2022-07-05T02:13:49Z","timestamp":1656987229000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0957417416302196"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10]]},"references-count":42,"alternative-id":["S0957417416302196"],"URL":"https:\/\/doi.org\/10.1016\/j.eswa.2016.05.001","relation":{},"ISSN":["0957-4174"],"issn-type":[{"type":"print","value":"0957-4174"}],"subject":[],"published":{"date-parts":[[2016,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"How to Improve Text Summarization and Classification by Mutual Cooperation on an Integrated Framework","name":"articletitle","label":"Article Title"},{"value":"Expert Systems with Applications","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.eswa.2016.05.001","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2016 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}