Generating user profiles for information agents

The advent of the World Wide Web and its constant growing have transformed the search for information into a time-consuming task. Intelligent information agents have emerged as a solution to this problem. These agents learn users’ interests and model them into user profiles in order to assist users...

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Detalles Bibliográficos
Autor principal: Godoy, Daniela Lis
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2003
Materias:
Ciencias Informáticas
Generating User Profiles
Information Agents
ARTIFICIAL INTELLIGENCE
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/21469
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-21469
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
Generating User Profiles
Information Agents
ARTIFICIAL INTELLIGENCE
spellingShingle Ciencias Informáticas
Generating User Profiles
Information Agents
ARTIFICIAL INTELLIGENCE
Godoy, Daniela Lis
Generating user profiles for information agents
topic_facet Ciencias Informáticas
Generating User Profiles
Information Agents
ARTIFICIAL INTELLIGENCE
description The advent of the World Wide Web and its constant growing have transformed the search for information into a time-consuming task. Intelligent information agents have emerged as a solution to this problem. These agents learn users’ interests and model them into user profiles in order to assist users by discovering, retrieving and summarizing information on behalf of them. This work is focused on the construction of user profiles for information agents starting from observation of users’ readings and behavior in the Web. Existing approaches have attacked partially this problem, treating the user profiling task either as a classification problem from the machine learning point of view or as a pure keywords analysis problem from the information retrieval point of view. However, user profiling embrace a number of additional aspects that are not currently addressed in these approaches, such as modeling topic of interest with different levels of abstraction or modeling of contextual information about topics. In this work we propose a user profiling technique to be used in the development of intelligent information agents that deal with these aspects.
format Objeto de conferencia
Objeto de conferencia
author Godoy, Daniela Lis
author_facet Godoy, Daniela Lis
author_sort Godoy, Daniela Lis
title Generating user profiles for information agents
title_short Generating user profiles for information agents
title_full Generating user profiles for information agents
title_fullStr Generating user profiles for information agents
title_full_unstemmed Generating user profiles for information agents
title_sort generating user profiles for information agents
publishDate 2003
url http://sedici.unlp.edu.ar/handle/10915/21469
work_keys_str_mv AT godoydanielalis generatinguserprofilesforinformationagents
bdutipo_str Repositorios
_version_ 1764820464572563457

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