User Experience Evaluation through Automatic A/B Testing

Autores
Gardey, Juan Cruz; Garrido, Alejandra
Año de publicación
2020
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
The goal of this research is to develop an A/B testing method to automatically compare the user experience (UX) of alternative designs for a web application in a real context with a large number of users. The challenge that it poses is to find mechanisms to predict the UX with machine learning techniques. This submission outlines the motivation, research goal, current status and remaining work.
Laboratorio de Investigación y Formación en Informática Avanzada
Materia
Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/119012
Acceder
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oai_identifier_str oai:sedici.unlp.edu.ar:10915/119012
network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling User Experience Evaluation through Automatic A/B TestingGardey, Juan CruzGarrido, AlejandraCiencias InformáticasUser ExperienceUser InteractionA/B testingMachine LearningThe goal of this research is to develop an A/B testing method to automatically compare the user experience (UX) of alternative designs for a web application in a real context with a large number of users. The challenge that it poses is to find mechanisms to predict the UX with machine learning techniques. This submission outlines the motivation, research goal, current status and remaining work.Laboratorio de Investigación y Formación en Informática Avanzada2020info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf25-26http://sedici.unlp.edu.ar/handle/10915/119012enginfo:eu-repo/semantics/altIdentifier/isbn/978-1-4503-7513-9info:eu-repo/semantics/altIdentifier/doi/10.1145/3379336.3381514info:eu-repo/semantics/altIdentifier/hdl/11746/10704info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-10T12:30:40Zoai:sedici.unlp.edu.ar:10915/119012Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-10 12:30:40.906SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv User Experience Evaluation through Automatic A/B Testing
title User Experience Evaluation through Automatic A/B Testing
spellingShingle User Experience Evaluation through Automatic A/B Testing
Gardey, Juan Cruz
Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
title_short User Experience Evaluation through Automatic A/B Testing
title_full User Experience Evaluation through Automatic A/B Testing
title_fullStr User Experience Evaluation through Automatic A/B Testing
title_full_unstemmed User Experience Evaluation through Automatic A/B Testing
title_sort User Experience Evaluation through Automatic A/B Testing
dc.creator.none.fl_str_mv Gardey, Juan Cruz
Garrido, Alejandra
author Gardey, Juan Cruz
author_facet Gardey, Juan Cruz
Garrido, Alejandra
author_role author
author2 Garrido, Alejandra
author2_role author
dc.subject.none.fl_str_mv Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
topic Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
dc.description.none.fl_txt_mv The goal of this research is to develop an A/B testing method to automatically compare the user experience (UX) of alternative designs for a web application in a real context with a large number of users. The challenge that it poses is to find mechanisms to predict the UX with machine learning techniques. This submission outlines the motivation, research goal, current status and remaining work.
Laboratorio de Investigación y Formación en Informática Avanzada
description The goal of this research is to develop an A/B testing method to automatically compare the user experience (UX) of alternative designs for a web application in a real context with a large number of users. The challenge that it poses is to find mechanisms to predict the UX with machine learning techniques. This submission outlines the motivation, research goal, current status and remaining work.
publishDate 2020
dc.date.none.fl_str_mv 2020
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/119012
url http://sedici.unlp.edu.ar/handle/10915/119012
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/isbn/978-1-4503-7513-9
info:eu-repo/semantics/altIdentifier/doi/10.1145/3379336.3381514
info:eu-repo/semantics/altIdentifier/hdl/11746/10704
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
25-26
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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score 12.993085

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