One Metric for All: Calculating Interaction Effort of Individual Widgets

Autores
Grigera, Julián; Gardey, Juan Cruz; Rodríguez, Andrés; Garrido, Alejandra; Rossi, Gustavo Héctor
Año de publicación
2019
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
Automating usability diagnose and repair can be a powerful assistance to usability experts and even less knowledgeable developers. To accomplish this goal, evaluating user interaction automatically is crucial, and it has been broadly explored. However, most works focus in long interaction sessions, which makes it difficult to tell how individual interface components influence usability. In contrast, this work aims to compare how different widgets perform for the same task, in the context of evaluating alternative designs for small components, implemented as refactorings. For this purpose, we propose a unified score to compare the widgets involved in each refactoring by the level of effort required by users to interact with them. This score is based on micro-measures automatically captured from interaction logs, so it can be automatically predicted. We show the results of predicting such score using a decision tree.
Materia
Ciencias de la Computación e Información
Web usability
interactivity
usability refactoring
A/B testing
user interaction metrics
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-nd/4.0/
Repositorio
CIC Digital (CICBA)
Institución
Comisión de Investigaciones Científicas de la Provincia de Buenos Aires
OAI Identificador
oai:digital.cic.gba.gob.ar:11746/10677

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repository_id_str 9441
network_name_str CIC Digital (CICBA)
spelling One Metric for All: Calculating Interaction Effort of Individual WidgetsGrigera, JuliánGardey, Juan CruzRodríguez, AndrésGarrido, AlejandraRossi, Gustavo HéctorCiencias de la Computación e InformaciónWeb usabilityinteractivityusability refactoringA/B testinguser interaction metricsAutomating usability diagnose and repair can be a powerful assistance to usability experts and even less knowledgeable developers. To accomplish this goal, evaluating user interaction automatically is crucial, and it has been broadly explored. However, most works focus in long interaction sessions, which makes it difficult to tell how individual interface components influence usability. In contrast, this work aims to compare how different widgets perform for the same task, in the context of evaluating alternative designs for small components, implemented as refactorings. For this purpose, we propose a unified score to compare the widgets involved in each refactoring by the level of effort required by users to interact with them. This score is based on micro-measures automatically captured from interaction logs, so it can be automatically predicted. We show the results of predicting such score using a decision tree.2019info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdfhttps://digital.cic.gba.gob.ar/handle/11746/10677enginfo:eu-repo/semantics/altIdentifier/doi/10.1145/3290607.3312902info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/reponame:CIC Digital (CICBA)instname:Comisión de Investigaciones Científicas de la Provincia de Buenos Airesinstacron:CICBA2025-09-29T13:39:55Zoai:digital.cic.gba.gob.ar:11746/10677Institucionalhttp://digital.cic.gba.gob.arOrganismo científico-tecnológicoNo correspondehttp://digital.cic.gba.gob.ar/oai/snrdmarisa.degiusti@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:94412025-09-29 13:39:55.854CIC Digital (CICBA) - Comisión de Investigaciones Científicas de la Provincia de Buenos Airesfalse
dc.title.none.fl_str_mv One Metric for All: Calculating Interaction Effort of Individual Widgets
title One Metric for All: Calculating Interaction Effort of Individual Widgets
spellingShingle One Metric for All: Calculating Interaction Effort of Individual Widgets
Grigera, Julián
Ciencias de la Computación e Información
Web usability
interactivity
usability refactoring
A/B testing
user interaction metrics
title_short One Metric for All: Calculating Interaction Effort of Individual Widgets
title_full One Metric for All: Calculating Interaction Effort of Individual Widgets
title_fullStr One Metric for All: Calculating Interaction Effort of Individual Widgets
title_full_unstemmed One Metric for All: Calculating Interaction Effort of Individual Widgets
title_sort One Metric for All: Calculating Interaction Effort of Individual Widgets
dc.creator.none.fl_str_mv Grigera, Julián
Gardey, Juan Cruz
Rodríguez, Andrés
Garrido, Alejandra
Rossi, Gustavo Héctor
author Grigera, Julián
author_facet Grigera, Julián
Gardey, Juan Cruz
Rodríguez, Andrés
Garrido, Alejandra
Rossi, Gustavo Héctor
author_role author
author2 Gardey, Juan Cruz
Rodríguez, Andrés
Garrido, Alejandra
Rossi, Gustavo Héctor
author2_role author
author
author
author
dc.subject.none.fl_str_mv Ciencias de la Computación e Información
Web usability
interactivity
usability refactoring
A/B testing
user interaction metrics
topic Ciencias de la Computación e Información
Web usability
interactivity
usability refactoring
A/B testing
user interaction metrics
dc.description.none.fl_txt_mv Automating usability diagnose and repair can be a powerful assistance to usability experts and even less knowledgeable developers. To accomplish this goal, evaluating user interaction automatically is crucial, and it has been broadly explored. However, most works focus in long interaction sessions, which makes it difficult to tell how individual interface components influence usability. In contrast, this work aims to compare how different widgets perform for the same task, in the context of evaluating alternative designs for small components, implemented as refactorings. For this purpose, we propose a unified score to compare the widgets involved in each refactoring by the level of effort required by users to interact with them. This score is based on micro-measures automatically captured from interaction logs, so it can be automatically predicted. We show the results of predicting such score using a decision tree.
description Automating usability diagnose and repair can be a powerful assistance to usability experts and even less knowledgeable developers. To accomplish this goal, evaluating user interaction automatically is crucial, and it has been broadly explored. However, most works focus in long interaction sessions, which makes it difficult to tell how individual interface components influence usability. In contrast, this work aims to compare how different widgets perform for the same task, in the context of evaluating alternative designs for small components, implemented as refactorings. For this purpose, we propose a unified score to compare the widgets involved in each refactoring by the level of effort required by users to interact with them. This score is based on micro-measures automatically captured from interaction logs, so it can be automatically predicted. We show the results of predicting such score using a decision tree.
publishDate 2019
dc.date.none.fl_str_mv 2019
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dc.language.none.fl_str_mv eng
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dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1145/3290607.3312902
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http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.source.none.fl_str_mv reponame:CIC Digital (CICBA)
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repository.name.fl_str_mv CIC Digital (CICBA) - Comisión de Investigaciones Científicas de la Provincia de Buenos Aires
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