Interface agents personalizing Web-based tasks

Autores
Godoy, Daniela Lis; Schiaffino, Silvia Noemi; Amandi, Analia Adriana
Año de publicación
2004
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
The volume of information available on the Web is constantly growing. Due to this situation, users looking for documents relevant to their interests need to identify them among all the available ones. Intelligent agents have become a solution to assist users in this task since they can retrieve, filter and organize information on behalf of their users. In this paper we present two experiences in the development of interface agents assisting users in Web-based tasks: PersonalSearcher, a personalized Web searcher, and NewsAgent, a personalized digital newspaper generator. The main challenge we faced to personalize the tasks carried out by these agents was learning and modeling specific and dynamic user interests. Our proposed approach consists of incrementally building a hierarchy of users' relevant topics and adapting it as agents interact with users over time.
Fil: Godoy, Daniela Lis. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
Fil: Schiaffino, Silvia Noemi. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
Fil: Amandi, Analia Adriana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
Materia
INTELLIGENT AGENTS
USER PROFILING
INTERFACE AGENTS
PERSONALIZATION
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/242569
Acceder
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network_name_str CONICET Digital (CONICET)
spelling Interface agents personalizing Web-based tasksGodoy, Daniela LisSchiaffino, Silvia NoemiAmandi, Analia AdrianaINTELLIGENT AGENTSUSER PROFILINGINTERFACE AGENTSPERSONALIZATIONhttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1The volume of information available on the Web is constantly growing. Due to this situation, users looking for documents relevant to their interests need to identify them among all the available ones. Intelligent agents have become a solution to assist users in this task since they can retrieve, filter and organize information on behalf of their users. In this paper we present two experiences in the development of interface agents assisting users in Web-based tasks: PersonalSearcher, a personalized Web searcher, and NewsAgent, a personalized digital newspaper generator. The main challenge we faced to personalize the tasks carried out by these agents was learning and modeling specific and dynamic user interests. Our proposed approach consists of incrementally building a hierarchy of users' relevant topics and adapting it as agents interact with users over time.Fil: Godoy, Daniela Lis. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; ArgentinaFil: Schiaffino, Silvia Noemi. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; ArgentinaFil: Amandi, Analia Adriana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; ArgentinaElsevier Science2004-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/242569Godoy, Daniela Lis; Schiaffino, Silvia Noemi; Amandi, Analia Adriana; Interface agents personalizing Web-based tasks; Elsevier Science; Cognitive Systems Research; 5; 3; 9-2004; 207-2221389-0417CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1016/j.cogsys.2004.03.003info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:42:37Zoai:ri.conicet.gov.ar:11336/242569instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 10:42:37.842CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Interface agents personalizing Web-based tasks
title Interface agents personalizing Web-based tasks
spellingShingle Interface agents personalizing Web-based tasks
Godoy, Daniela Lis
INTELLIGENT AGENTS
USER PROFILING
INTERFACE AGENTS
PERSONALIZATION
title_short Interface agents personalizing Web-based tasks
title_full Interface agents personalizing Web-based tasks
title_fullStr Interface agents personalizing Web-based tasks
title_full_unstemmed Interface agents personalizing Web-based tasks
title_sort Interface agents personalizing Web-based tasks
dc.creator.none.fl_str_mv Godoy, Daniela Lis
Schiaffino, Silvia Noemi
Amandi, Analia Adriana
author Godoy, Daniela Lis
author_facet Godoy, Daniela Lis
Schiaffino, Silvia Noemi
Amandi, Analia Adriana
author_role author
author2 Schiaffino, Silvia Noemi
Amandi, Analia Adriana
author2_role author
author
dc.subject.none.fl_str_mv INTELLIGENT AGENTS
USER PROFILING
INTERFACE AGENTS
PERSONALIZATION
topic INTELLIGENT AGENTS
USER PROFILING
INTERFACE AGENTS
PERSONALIZATION
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv The volume of information available on the Web is constantly growing. Due to this situation, users looking for documents relevant to their interests need to identify them among all the available ones. Intelligent agents have become a solution to assist users in this task since they can retrieve, filter and organize information on behalf of their users. In this paper we present two experiences in the development of interface agents assisting users in Web-based tasks: PersonalSearcher, a personalized Web searcher, and NewsAgent, a personalized digital newspaper generator. The main challenge we faced to personalize the tasks carried out by these agents was learning and modeling specific and dynamic user interests. Our proposed approach consists of incrementally building a hierarchy of users' relevant topics and adapting it as agents interact with users over time.
Fil: Godoy, Daniela Lis. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
Fil: Schiaffino, Silvia Noemi. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
Fil: Amandi, Analia Adriana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
description The volume of information available on the Web is constantly growing. Due to this situation, users looking for documents relevant to their interests need to identify them among all the available ones. Intelligent agents have become a solution to assist users in this task since they can retrieve, filter and organize information on behalf of their users. In this paper we present two experiences in the development of interface agents assisting users in Web-based tasks: PersonalSearcher, a personalized Web searcher, and NewsAgent, a personalized digital newspaper generator. The main challenge we faced to personalize the tasks carried out by these agents was learning and modeling specific and dynamic user interests. Our proposed approach consists of incrementally building a hierarchy of users' relevant topics and adapting it as agents interact with users over time.
publishDate 2004
dc.date.none.fl_str_mv 2004-09
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/242569
Godoy, Daniela Lis; Schiaffino, Silvia Noemi; Amandi, Analia Adriana; Interface agents personalizing Web-based tasks; Elsevier Science; Cognitive Systems Research; 5; 3; 9-2004; 207-222
1389-0417
CONICET Digital
CONICET
url http://hdl.handle.net/11336/242569
identifier_str_mv Godoy, Daniela Lis; Schiaffino, Silvia Noemi; Amandi, Analia Adriana; Interface agents personalizing Web-based tasks; Elsevier Science; Cognitive Systems Research; 5; 3; 9-2004; 207-222
1389-0417
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1016/j.cogsys.2004.03.003
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier Science
publisher.none.fl_str_mv Elsevier Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.069144

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