DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM

his paper presents a recommender system for textual documents taken from web (given as bookmarks). The system uses for classification a combination of content, event and collaborative filters and for recommendation a modified Pearson-r algorithm. It uses implicit and explicit feedback for evaluating...

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Main Authors: Dan Munteanu, Severin Bumbaru
Format: Article
Language:English
Published: Universitatea Dunarea de Jos 2004-12-01
Series:Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică
Subjects:
Online Access:http://www.ann.ugal.ro/eeai/archives/2004/L12-Munteanu-Dan.pdf
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spelling doaj-7a574cd180c5452d84d9785fb54d588d2020-11-24T22:46:34ZengUniversitatea Dunarea de JosAnalele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică1221-454X2004-12-01200418085DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM Dan MunteanuSeverin Bumbaruhis paper presents a recommender system for textual documents taken from web (given as bookmarks). The system uses for classification a combination of content, event and collaborative filters and for recommendation a modified Pearson-r algorithm. It uses implicit and explicit feedback for evaluating documents.http://www.ann.ugal.ro/eeai/archives/2004/L12-Munteanu-Dan.pdfinformation systemsinformation analysisalgorithmsmachine learningagents
collection DOAJ
language English
format Article
sources DOAJ
author Dan Munteanu
Severin Bumbaru
spellingShingle Dan Munteanu
Severin Bumbaru
DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM
Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică
information systems
information analysis
algorithms
machine learning
agents
author_facet Dan Munteanu
Severin Bumbaru
author_sort Dan Munteanu
title DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM
title_short DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM
title_full DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM
title_fullStr DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM
title_full_unstemmed DEVELOPMENT OF A GENERIC RECOMMENDER SYSTEM
title_sort development of a generic recommender system
publisher Universitatea Dunarea de Jos
series Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică
issn 1221-454X
publishDate 2004-12-01
description his paper presents a recommender system for textual documents taken from web (given as bookmarks). The system uses for classification a combination of content, event and collaborative filters and for recommendation a modified Pearson-r algorithm. It uses implicit and explicit feedback for evaluating documents.
topic information systems
information analysis
algorithms
machine learning
agents
url http://www.ann.ugal.ro/eeai/archives/2004/L12-Munteanu-Dan.pdf
work_keys_str_mv AT danmunteanu developmentofagenericrecommendersystem
AT severinbumbaru developmentofagenericrecommendersystem
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