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dc.creatorSilva, Jesús
dc.creatorMaria Santodomingo, Nicolas Elias
dc.creatorRomero, Ligia
dc.creatorJorge, Marisol
dc.creatorHerrera, Maritza
dc.creatorPineda Lezama, Omar Bonerge
dc.date.accessioned2021-01-18T17:34:30Z
dc.date.available2021-01-18T17:34:30Z
dc.date.issued2021
dc.identifier.urihttps://hdl.handle.net/11323/7706
dc.description.abstractThe aim of this paper is to compile dictionaries of slang words, abbreviations, contractions, and emoticons to help the pre-processing of texts published in social networks. The use of these dictionaries is intended to improve the results of the tasks related to data obtained from these platforms. Therefore, a hypothesis was evaluated in the task of identifying author profiles (author profiling).spa
dc.format.mimetypeapplication/pdfspa
dc.language.isoengspa
dc.publisherCorporación Universidad de la Costaspa
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.sourceAdvances in Intelligent Systems and Computingspa
dc.subjectLexiconspa
dc.subjectSocial networksspa
dc.subjectAuthor profilingspa
dc.subjectText classificationspa
dc.titleIdentification of author profiles through social networksspa
dc.typearticlespa
dcterms.references1. Schler J, Koppel M, Argamon S, Pennebaker JW (2006) Effects of age and gender on blogging. In: Computational approaches to analyzing weblogs, papers from the 2006 AAAI spring symposium, technical report SS-06-03, Stanford, California, USA, 27–29 Mar 2006, pp 199–205spa
dcterms.references2. Viloria A, Lis-Gutiérrez JP, Gaitán-Angulo M, Godoy ARM, Moreno GC, Kamatkar SJ (2018) Methodology for the design of a student pattern recognition tool to facilitate the teaching—learning process through knowledge data discovery (Big Data). In: Tan Y, Shi Y, Tang Q (eds) Data mining and big data. DMBD 2018. Lecture notes in computer science, vol 10943. Springer, Chamspa
dcterms.references3. Tang J (2016) AMiner: mining deep knowledge from big scholar data. In: Proceedings of the 25th international conference companion on world wide web, international world wide web conferences steering committee, republic and canton of Geneva, Switzerland, pp 373–373spa
dcterms.references4. Obit JH, Ouelhadj D, Landa-Silva D, Vun TK, Alfred R (2011) Designing a multi-agent approach system for distributed course timetabling. pp 103–108spa
dcterms.references5. Lewis MRR (2006) Metaheuristics for university course timetabling. Ph.D. Thesis, Napier Universityspa
dcterms.references6. Deng X, Zhang Y, Kang B, Wu J, Sun X, Deng Y (2011) An application of genetic algorithm for university course timetabling problem. pp 2119–2122spa
dcterms.references7. Mahiba AA, Durai CAD (2012) Genetic algorithm with search bank strategies for university course timetabling problem. Procedia Eng 38:253–263spa
dcterms.references8. Adomavicius G, Tuzhilin A (2005) Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans Know Data Eng 17:734–749spa
dcterms.references9. Camacho-Vázquez V, Sidorov G, Galicia-Haro SN (2016) Machine learning applied to a balanced and emotional corpus of tweets with many varieties of Spanish. Submittedspa
dcterms.references10. Nguyen K, Lu T, Le T, Tran N (2011) Memetic algorithm for a university course timetabling problem. pp 67–71.spa
dcterms.references11. Haddi E, Liu X, Shi Y (2013) The role of text pre-processing in sentiment analysis. In: Procedia computer science first international conference on information technology and quantitative management vol 17, pp 26–32spa
dcterms.references12. Hemalatha I, Varma DGPS, Govardhan DA (2012) Preprocessing the informal text for efficient sentiment analysis. Int J Emerg Trends Technol Comput Sci (IJETTCS) 1(2):58–61spa
dcterms.references13. Pinto D, Vilarinõ-Ayala D, Alemán Y, Gómez-Adorno H, Loya N, Jiménez-Salazar H (2012) The soundex phonetic algorithm revisited for sms-based information retrieval. In: II Spanish conference on information retrieval CERI 2012spa
dcterms.references14. Torres-Samuel M, Vásquez C, Viloria A, Lis-Gutiérrez JP, Borrero TC, Varela N (2018) Web visibility profiles of Top100 Latin American universities. International conference on data mining and big data. Springer, Cham, pp 254–262spa
dcterms.references15. Henao-Rodríguez C, Lis-Gutiérrez JP, Bouza C, Gaitán-Angulo M, Viloria A (2019) Citescore of publications indexed in scopus: an implementation of panel data. International conference on data mining and big data. Springer, Singapore, pp 53–60spa
dcterms.references16. Peersman C, Daelemans W, Van Vaerenbergh L (2011) Predicting age and gender in online social networks. In: Proceedings of the 3rd international workshop on search and mining user-generated contents. New York, NY, USA, ACM, pp 37–44spa
dcterms.references17. Nguyen D, Gravel R, Trieschnigg D, Meder T (2013) how old do you think i am?: a study of language and age in twitter. In: Proceedings of the seventh international AAAI conference on weblogs and social media. ICWSMspa
dcterms.references18. Rangel F, Rosso P (2013) Use of language and author profiling: Identification of gender and age. In: Proceedings of the 10th workshop on natural language processing and cognitive science (NLPCS-2013)spa
dcterms.references19. Bedford D (2013) Evaluating classification schema and classification decisions. Bull Am Soc Inform Sci Technol 39:13–21spa
dcterms.references21. McGrail MR, Rickard CM, Jones R (2006) Publish or perish: a systematic review of interventions to increase academic publication rates. Higher Educ Res Dev 25:19–35spa
dcterms.references22. Costas R, van Leeuwen TN, Bordons M (2010) A bibliometric classificatory approach for the study and assessment of research performance at the individual level: the effects of age on productivity and impact. J Am Soc Inf Sci 61:1564–1581spa
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersionspa
dc.source.urlhttps://link.springer.com/chapter/10.1007/978-981-15-7234-0_84spa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.identifier.doihttps://doi.org/10.1007/978-981-15-7234-0_84


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