Proposing a Machine Learning Approach to Analyze and Predict Employment and its Factors

Autor: Francisco García-Peñalvo, Juan Cruz-Benito, Martín Martín-González, Andrea Vázquez-Ingelmo, José Carlos Sánchez-Prieto, Roberto Therón

Publikováno v: International Journal of Interactive Multimedia and Artificial Intelligence, Vol 5, Iss 2, Pp 39-45 (2018)

This paper presents an original study with the aim of propose and test a machine learning approach to research about employability and employment. To understand how the graduates get employed, researchers propose to build predictive models using mach

Externí odkaz: https://doaj.org/article/1acd9612888b41d6b0047f79718b3e90

¿Afectan las metodologías docentes y de aprendizaje en las competencias adquiridas por los estudiantes de máster? Evidencia en universidades españolas

Autor: Martín Martín-González, Salvador Ortiz, María D. Jano

Publikováno v: Biblos-e Archivo. Repositorio Institucional de la UAM
instname
ABACUS. Repositorio de Producción Científica
Universidad Europea (UEM)
Biblos-e Archivo: Repositorio Institucional de la UAM
Universidad Autónoma de Madrid

Una de las principales transformaciones en la educación universitaria en el Espacio Europeo de Educación Superior (EEES) ha sido la adopción de un sistema basado en competencias. Este nuevo modelo requiere cambios sustanciales en las metodologías

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::75dbb19d6288ef3f851abf80fc68960d
http://hdl.handle.net/10486/695440

Enabling Adaptability in Web Forms Based on User Characteristics Detection Through A/B Testing and Machine Learning

Autor: Juan Cruz-Benito, Roberto Therón, Andrea Vázquez-Ingelmo, Martín Martín-González, José Carlos Sánchez-Prieto, Francisco José García-Peñalvo

Publikováno v: IEEE Access, Vol 6, Pp 2251-2265 (2018)
GREDOS. Repositorio Institucional de la Universidad de Salamanca
instname

This paper presents an original study with the aim of improving users’ performance in completing large questionnaires through adaptability in web forms. Such adaptability is based on the application of machine-learning procedures and an A/B testing

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c8c2035bda6b9b6eaf8bea31021894a9
https://ieeexplore.ieee.org/document/8240912/

Proposing a Machine Learning Approach to Analyze and Predict Employment and its Factors

Autor: Roberto Therón, José Carlos Sánchez-Prieto, Juan Cruz-Benito, Martín Martín-González, Francisco José García-Peñalvo, Andrea Vázquez-Ingelmo

Publikováno v: Re-Unir. Archivo Institucional de la Universidad Internacional de La Rioja
instname
International Journal of Interactive Multimedia and Artificial Intelligence, Vol 5, Iss 2, Pp 39-45 (2018)

This paper presents an original study with the aim of propose and test a machine learning approach to research about employability and employment. To understand how the graduates get employed, researchers propose to build predictive models using mach

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6abc94e3cf4564dc0570ea4d28b41673
https://reunir.unir.net/handle/123456789/12369

How Different Versions of Layout and Complexity of Web Forms Affect Users After They Start It? A Pilot Experience

Autor: Martín Martín-González, Francisco José García-Peñalvo, Juan Cruz-Benito, Andrea Vázquez-Ingelmo, José Carlos Sánchez-Prieto, Roberto Therón

Publikováno v: Advances in Intelligent Systems and Computing ISBN: 9783319777115
WorldCIST (2)

This paper presents a research work that analyzes the effect of redirecting users between two different versions of a web form after they have started the questionnaire. In this case, we used a web form proposed by the Spanish Observatory for Employa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::82810515758b99f07398efa7193d8d65
https://doi.org/10.1007/978-3-319-77712-2_92