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This is helpful for the dissemination and consumption of information by people and applications. However, the information is mainly contained within natural language sentences, which do not have a structure or linguistic descriptions ready to be directly processed by computers. Thus, the challenge is to identify and extract the elements of information that can be represented. Hence, this article presents a strategy to extract information from sentences and its representation with Semantic Web standards. Our strategy involves Information Extraction tasks and a hybrid semantic similarity measure to get entities and relations that are later associated with individuals and properties from a Knowledge Base to create RDF triples (Subject\u2013Predicate\u2013Object structures). The experiments demonstrate the feasibility of our method and that it outperforms the accuracy provided by a pattern-based method from the literature.<\/jats:p>","DOI":"10.1177\/0165551520934387","type":"journal-article","created":{"date-parts":[[2020,10,5]],"date-time":"2020-10-05T00:24:36Z","timestamp":1601857476000},"page":"3-20","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":10,"title":["Mining information from sentences through Semantic Web data and Information Extraction tasks"],"prefix":"10.1177","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1276-6957","authenticated-orcid":false,"given":"Jose L.","family":"Martinez-Rodriguez","sequence":"first","affiliation":[{"name":"Cinvestav-Tamaulipas, Mexico; Computer Systems Laboratory, Multidisciplinary Academic Unit Reynosa-Rodhe, Autonomous University of Tamaulipas, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ivan","family":"Lopez-Arevalo","sequence":"additional","affiliation":[{"name":"Cinvestav-Tamaulipas, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ana B.","family":"Rios-Alvarado","sequence":"additional","affiliation":[{"name":"Faculty of Engineering and Science, Autonomous University of Tamaulipas, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2020,10,4]]},"reference":[{"key":"bibr1-0165551520934387","doi-asserted-by":"publisher","DOI":"10.1145\/2629489"},{"key":"bibr2-0165551520934387","first-page":"1","volume-title":"Proceedings of the international conference on semantic systems","author":"Mendes PN"},{"key":"bibr3-0165551520934387","first-page":"1625","volume-title":"Proceedings of the conference on information and knowledge management","author":"Ferragina P"},{"key":"bibr4-0165551520934387","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00179"},{"key":"bibr5-0165551520934387","doi-asserted-by":"publisher","DOI":"10.1145\/2633211.2634350"},{"key":"bibr6-0165551520934387","doi-asserted-by":"publisher","DOI":"10.3115\/1690219.1690287"},{"key":"bibr7-0165551520934387","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741139"},{"key":"bibr8-0165551520934387","first-page":"255","volume":"1","author":"Martinez-Rodriguez JL","year":"2018","journal-title":"Semantic Web J"},{"key":"bibr9-0165551520934387","doi-asserted-by":"publisher","DOI":"10.3233\/SW-170269"},{"key":"bibr10-0165551520934387","first-page":"277","volume-title":"Proceedings of the annual meeting of the association for computational linguistics: human language technologies","author":"Nguyen TVT"},{"key":"bibr11-0165551520934387","doi-asserted-by":"publisher","DOI":"10.3233\/SW-150180"},{"key":"bibr12-0165551520934387","first-page":"253","volume-title":"Chinese computational linguistics","author":"Wang Z","year":"2015"},{"key":"bibr13-0165551520934387","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.09.006"},{"key":"bibr14-0165551520934387","unstructured":"Exner P, Nugues P. 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