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One of such problems is known as Personality Identification where based on a psychological model (e.g. The Big Five Model), the goal is to find the traits of a subject\u2019s personality given, for instance, a text written by the same subject. In this paper we introduce a new corpus in Spanish called Texts for Personality Identification (TxPI). This corpus will help to develop models to automatically assign a personality trait to an author of a text document. Our corpus, TxPI-u, contains information of 416 Mexican undergraduate students with some demographics information such as, age, gender, and the academic program they are enrolled. Finally, as an additional contribution, we present a set of baselines to provide a comparison scheme for further research.<\/jats:p>","DOI":"10.3233\/jifs-169484","type":"journal-article","created":{"date-parts":[[2018,5,25]],"date-time":"2018-05-25T05:01:36Z","timestamp":1527224496000},"page":"2991-3001","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":5,"title":["TxPI-u: A resource for Personality Identification of undergraduates"],"prefix":"10.1177","volume":"34","author":[{"given":"Gabriela","family":"Ram\u00edrez-de-la-Rosa","sequence":"first","affiliation":[{"name":"Language and Reasoning Research Group, Department of Information Technologies, Universidad Aut\u00f3noma Metropolitana (UAM) Unidad Cuajimalpa, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Esa\u00fa","family":"Villatoro-Tello","sequence":"additional","affiliation":[{"name":"Language and Reasoning Research Group, Department of Information Technologies, Universidad Aut\u00f3noma Metropolitana (UAM) Unidad Cuajimalpa, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H\u00e9ctor","family":"Jim\u00e9nez-Salazar","sequence":"additional","affiliation":[{"name":"Language and Reasoning Research Group, Department of Information Technologies, Universidad Aut\u00f3noma Metropolitana (UAM) Unidad Cuajimalpa, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2018,5,24]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1007\/10720296_11"},{"key":"e_1_3_3_3_2","volume-title":"In Proceedings of the Joint Annual Meeting of the Interface and the Classification Society of North America","author":"Argamon S.","year":"2005","unstructured":"ArgamonS., DhawleS., KoppelM., PennebakerJ.W., Lexical predictors of personality type, In In Proceedings of the Joint Annual Meeting of the Interface and the Classification Society of North America, 2005."},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/1067860.1067867"},{"key":"e_1_3_3_5_2","first-page":"41","volume-title":"Social Networking: Recent Trends, Emerging Issues and Future Outlook","author":"Celli F.","year":"2013","unstructured":"CelliF., PolonioL., Relationships between personality and interactions in facebook. 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