Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection

Collaborative location collecting systems (CLCS) is a particular case of collaborative systems where a community of users collaboratively collects data associated with a geo-referenced location. Gamification is a strategy to convene participants to CLCS. However, it cannot be generalized because of...

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Detalles Bibliográficos
Autores principales:	Dalponte Ayastuy, María Nieves, Torres, Diego
Formato:	Articulo
Lenguaje:	Inglés
Publicado:	2022
Materias:	Ciencias Informáticas Adaptive gamification challenges Spatial- temporal user profiling Users behavioural patterns Desafío de juego adaptativos Perfilamiento espacio-temporal de usuarios Patrones de comportamiento de usuario
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/136231
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-136231
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 Adaptive gamification challenges Spatial- temporal user profiling Users behavioural patterns Desafío de juego adaptativos Perfilamiento espacio-temporal de usuarios Patrones de comportamiento de usuario
spellingShingle	Ciencias Informáticas Adaptive gamification challenges Spatial- temporal user profiling Users behavioural patterns Desafío de juego adaptativos Perfilamiento espacio-temporal de usuarios Patrones de comportamiento de usuario Dalponte Ayastuy, María Nieves Torres, Diego Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection
topic_facet	Ciencias Informáticas Adaptive gamification challenges Spatial- temporal user profiling Users behavioural patterns Desafío de juego adaptativos Perfilamiento espacio-temporal de usuarios Patrones de comportamiento de usuario
description	Collaborative location collecting systems (CLCS) is a particular case of collaborative systems where a community of users collaboratively collects data associated with a geo-referenced location. Gamification is a strategy to convene participants to CLCS. However, it cannot be generalized because of the different users’ profiles, and so it must be tailored to the users and playing contexts. A strategy for adapting gamification in CLCS is to build game challenges tailored to the player’s spatio-temporal behavior. This type of adaptation requires having a user traveling behavior profile. Particularly, this work is focused on the first steps to detect users’ behavioral profiles related to spatial- temporal activities in the context of CLCS. Specifically, this article introduces: (1) a strategy to detect patterns of spatial-temporal activities, (2) a model to describe the spatial-temporal behavior of users based on (1), and a strategy to detect users’ behavioral patterns based on unsupervised clustering. The approach is evaluated over a Foursquare dataset. The results showed two types of behavioral atoms and two types of users’ behavioral patterns.
format	Articulo Articulo
author	Dalponte Ayastuy, María Nieves Torres, Diego
author_facet	Dalponte Ayastuy, María Nieves Torres, Diego
author_sort	Dalponte Ayastuy, María Nieves
title	Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection
title_short	Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection
title_full	Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection
title_fullStr	Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection
title_full_unstemmed	Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection
title_sort	adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection
publishDate	2022
url	http://sedici.unlp.edu.ar/handle/10915/136231
work_keys_str_mv	AT dalponteayastuymarianieves adaptivegamificationincollaborativelocationcollectingsystemsacaseoftravelingbehaviordetection AT torresdiego adaptivegamificationincollaborativelocationcollectingsystemsacaseoftravelingbehaviordetection AT dalponteayastuymarianieves ludificacionadaptativaensistemascolaborativosderecoleccionbasadosenlaubicacionuncasodedetecciondecomportamientoespaciotemporal AT torresdiego ludificacionadaptativaensistemascolaborativosderecoleccionbasadosenlaubicacionuncasodedetecciondecomportamientoespaciotemporal
bdutipo_str	Repositorios
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Adaptive gamification in collaborative location collecting systems: a case of traveling behavior detection

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