?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Clasificaci%C3%B3n+de+individuos+y+organizaciones+en+Twitter&rft.creator=Zhu%2C+Wenjie&rft.contributor=Bello+Orgaz%2C+Mar%C3%ADa+Gema&rft.subject=Computer+Science&rft.description=Twitter+es+una+de+las+redes+sociales+m%C3%A1s+populares+no+solo+para+particulares+sino+tambi%C3%A9n+para+organizaciones.+Permite+a+las+personas+compartir+sus+ideas%2C+difundir+informaci%C3%B3n+y%2C+lo+que+es+m%C3%A1s+importante%2C+conectar+con+personas.+Sin+embargo%2C+puede+resultar+complicado+diferenciar+si+una+cuenta+pertenece+a+una+organizaci%C3%B3n+o+a+un+individuo.+Esto+puede+complicar+los+estudios+en+las+redes+sociales%2C+donde+es+muy+importante+saber+qui%C3%A9n+es+el+propietario+de+la+cuenta.+Sin+mencionar+que+tambi%C3%A9n+ser%C3%A1+de+gran+ayuda+para+predecir+fen%C3%B3menos+como+elecciones%2C+desarrollar+mejores+motores+de+recomendaci%C3%B3n%2C+estrategias+de+marketing+y+mucho+m%C3%A1s.+El+objetivo+de+este+proyecto+es+desarrollar+una+herramienta+para+clasificar+las+cuentas+de+los+usuarios+en+Twitter.+Adem%C3%A1s+tambi%C3%A9n+se+pretende+mejorar+la+comprensi%C3%B3n+de+c%C3%B3mo+interact%C3%BAan+los+individuos+y+las+organizaciones.+Para+conseguir+estos+objetivos%2C+realizamos+varios+experimentos+sobre+un+conjunto+de+datos+representativo+de+la+plataforma%2C+utilizando+t%C3%A9cnicas+de+aprendizaje+autom%C3%A1tico%2C+como+son+los+clasificadores.+%0D%0A%0D%0AAbstract%3A+%0D%0A%0D%0ATwitter+is+one+of+the+most+popular+social+media%2C+not+only+for+particulars+but+also+for+organizations.+It+allows+people+to+share+their+ideas%2C+spread+information%2C+and+most+importantly%2C+it+connects+people.+However%2C+it+can+be+challenging+to+differentiate+whether+an+account+belongs+to+an+organization+or+an+individual.+This+can+complicate+studies+on+social+media%2C+where+it+is+very+important+to+know+who+owns+the+account.+Not+to+mention+that+it+will+also+help+predict+phenomena+such+as+elections%2C+develop+better+recommendation+engines%2C+marketing+strategies+and+much+more.+The+goal+of+this+project+is+to+develop+a+tool+for+classifying+user+accounts+on+Twitter.+In+addition%2C+it+is+also+intended+to+improve+the+understanding+of+how+individuals+and+organizations+interact.+To+achieve+these+objectives%2C+we+carried+out+several+experiments+over+a+representative+dataset+of+the+platform+using+machine+learning+techniques%2C+such+as+classifiers.&rft.publisher=E.T.S.I+de+Sistemas+Inform%C3%83%C2%A1ticos+(UPM)&rft.rights=https%3A%2F%2Fcreativecommons.org%2Flicenses%2Fby-nc-nd%2F3.0%2Fes%2F&rft.date=2021-07&rft.type=info%3Aeu-repo%2Fsemantics%2FbachelorThesis&rft.type=Final+Project&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.language=spa&rft.format=application%2Fzip&rft.language=spa&rft.rights=info%3Aeu-repo%2Fsemantics%2FrestrictedAccess&rft.identifier=https%3A%2F%2Foa.upm.es%2F68258%2F