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Afterward, the corpus was lemmatized and three representations were extracted. Four textual similarity metrics based on terms and Pointwise Mutual Information were implemented. A list of words, which was evaluated using a gold standard built by an expert in the domain, was retrieved from each experiment according to establish thresholds for the metrics. Precision and recall were used for evaluation step, where a detailed discussion by representation and class was presented. Results showed a higher precision in types of intelligences class and 5-grams representation.<\/jats:p>","DOI":"10.3233\/jifs-179024","type":"journal-article","created":{"date-parts":[[2019,5,14]],"date-time":"2019-05-14T12:03:52Z","timestamp":1557835432000},"page":"4753-4764","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Similarity metrics analysis for principal concepts detection in ontology creation"],"prefix":"10.1177","volume":"36","author":[{"given":"Yuridiana","family":"Alem\u00e1n","sequence":"first","affiliation":[{"name":"Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla (BUAP), M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mar\u00eda J.","family":"Somodevilla","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla (BUAP), M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Darnes","family":"Vilari\u00f1o","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla (BUAP), M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2019,5,14]]},"reference":[{"issue":"13","key":"e_1_3_1_2_2","article-title":"Expert Systems with Applications","volume":"41","author":"Al-Shamri M.Y.H.","year":"2014","unstructured":"Al-ShamriM.Y.H., Expert Systems with Applications, Power coefficient as a similarity measure for memory-based collaborative recommender systems41(13), 2014.","journal-title":"Power coefficient as a similarity measure for memory-based collaborative recommender systems"},{"issue":"1","key":"e_1_3_1_3_2","article-title":"Computer and Information Science","volume":"11","author":"Alem\u00e1n Y.","year":"2018","unstructured":"Alem\u00e1nY., SomodevillaM.J. and Vilari\u00f1oD., Computer and Information Science, A class validation proposal of a pedagogic domain ontology based on clustering analysis11(1), 2018.","journal-title":"A class validation proposal of a pedagogic domain ontology based on clustering analysis"},{"key":"e_1_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/T4E.2012.50"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/IS.2012.6335187"},{"key":"e_1_3_1_6_2","volume-title":"Estrategias docentes para un aprendizaje significativo. 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