User Experience Evaluation through Automatic A/B Testing

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 techn...

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Detalles Bibliográficos
Autores principales: Gardey, Juan Cruz, Garrido, Alejandra
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2020
Materias:
Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/119012
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-119012
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
spellingShingle Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
Gardey, Juan Cruz
Garrido, Alejandra
User Experience Evaluation through Automatic A/B Testing
topic_facet Ciencias Informáticas
User Experience
User Interaction
A/B testing
Machine Learning
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.
format Objeto de conferencia
Objeto de conferencia
author Gardey, Juan Cruz
Garrido, Alejandra
author_facet Gardey, Juan Cruz
Garrido, Alejandra
author_sort Gardey, Juan Cruz
title User Experience Evaluation through Automatic A/B Testing
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
publishDate 2020
url http://sedici.unlp.edu.ar/handle/10915/119012
work_keys_str_mv AT gardeyjuancruz userexperienceevaluationthroughautomaticabtesting
AT garridoalejandra userexperienceevaluationthroughautomaticabtesting
bdutipo_str Repositorios
_version_ 1764820447813173249

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