Inferring User Personality from Twitter
Entidad
UAM. Departamento de Ingeniería InformáticaEditor
Universidad Autónoma de MadridFecha de edición
2021-01Cita
Journal of Economic & Business Intelligence 3.6 (2021): 51-58ISSN
2659-9805Financiado por
This work has been funded by the BLIND, project BLIND (BLIND) and by BLIND, project BLIND (BLIND). We also thank all the people that participated in this research fulfilling the personality test.Materias
Personality inference; Classifiers; Social network analysis; User modeling; Twitter; InformáticaResumen
Personality affects how a person behaves when interacting with people and computer systems. It
can determine one’s needs and preferences in different contexts, which is especially useful for adaptive and recommender systems. Personality questionnaires are widely used to acquire information
about user personality. However, filling in them can be tedious. Analyzing the user interactions can
be another way of obtaining that information. Since personality has an impact on the way a person
interacts with others, and social networks are widely used for this purpose, information about user
interactions through social networks can give a clue about their personality. In this paper, we present a system able to obtain data about user interactions in Twitter and analyze them in order to
infer user personality. The system has been used not only to infer personality but also to compare
and evaluate different user models, classifiers and personality dimensions
Lista de ficheros
Google Scholar:Llanos Alonso, Julia
-
Ortigosa Juárez, Álvaro
-
Carro Salas, Rosa María
Lista de colecciones del ítem
Registros relacionados
Mostrando ítems relacionados por título, autor, creador y materia.
-
GHIA (Grupo de Herramientas Interactivas Avanzadas)
Alamán Roldán, Xavier; Carro Salas, Rosa María
; Claros Gómez, Iván Darío; Cobos Pérez, Ruth
; Echeverría Rodríguez, Leovy; García-Herranz del Olmo, Manuel; Gómez Escribano, Javier
; Guerra Sánchez, Esther
; Haya, Pablo A.; Lara Jaramillo, Juan de
; Mateu, Juan; Montoro Manrique, Germán
; Moreno Llorena, Jaime
; Ortigosa Juárez, Álvaro Manuel
; Rodríguez Marín, Pilar
2012-01-01