Automatic news recommendations via aggregated profiling
Identifieur interne : 000738 ( Main/Exploration ); précédent : 000737; suivant : 000739Automatic news recommendations via aggregated profiling
Auteurs : Erik Mannens [Belgique] ; Sam Coppens [Belgique] ; Toon De Pessemier [Belgique] ; Hendrik Dacquin [Belgique] ; Davy Van Deursen [Belgique] ; Robbie De Sutter [Belgique] ; Rik Van De Walle [Belgique]Source :
- Multimedia tools and applications [ 1380-7501 ] ; 2013.
Descripteurs français
- Pascal (Inist)
- Wicri :
- topic : Recommandation, Loisir.
English descriptors
- KwdEn :
Abstract
Today, people have only limited, valuable leisure time at their hands which they want to fill in as good as possible according to their own interests, whereas broadcasters want to produce and distribute news items as fast and targeted as possible. These (developing) news stories can be characterised as dynamic, chained, and distributed events in addition to which it is important to aggregate, link, enrich, recommend, and distribute these news event items as targeted as possible to the individual, interested user. In this paper, we show how personalised recommendation and distribution of news events, described using an RDF/OWL representation of the NewsML-G2 standard, can be enabled by automatically categorising and enriching news events metadata via smart indexing and linked open datasets available on the web of data. The recommendations-based on a global, aggregated profile, which also takes into account the (dis)likings of peer friends-are finally fed to the user via a personalised RSS feed. As such, the ultimate goal is to provide an open, user-friendly recommendation platform that harnesses the end-user with a tool to access useful news event information that goes beyond basic information retrieval. At the same time, we provide the (inter)national community with standardised mechanisms to describe/distribute news event and profile information.
Affiliations:
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Le document en format XML
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Multimedia Lab, Ghent University</s1><s2>Ghent</s2><s3>BEL</s3><sZ>1 aut.</sZ><sZ>2 aut.</sZ><sZ>5 aut.</sZ><sZ>7 aut.</sZ></inist:fA14><country>Belgique</country><wicri:noRegion>Ghent</wicri:noRegion></affiliation></author><author><name sortKey="Coppens, Sam" sort="Coppens, Sam" uniqKey="Coppens S" first="Sam" last="Coppens">Sam Coppens</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>IBBT, ELIS - Multimedia Lab, Ghent University</s1><s2>Ghent</s2><s3>BEL</s3><sZ>1 aut.</sZ><sZ>2 aut.</sZ><sZ>5 aut.</sZ><sZ>7 aut.</sZ></inist:fA14><country>Belgique</country><wicri:noRegion>Ghent</wicri:noRegion></affiliation></author><author><name sortKey="De Pessemier, Toon" sort="De Pessemier, Toon" uniqKey="De Pessemier T" first="Toon" last="De Pessemier">Toon De Pessemier</name><affiliation wicri:level="1"><inist:fA14 i1="02"><s1>IBBT, INTEC - WiCa, Ghent University</s1><s2>Ghent</s2><s3>BEL</s3><sZ>3 aut.</sZ></inist:fA14><country>Belgique</country><wicri:noRegion>Ghent</wicri:noRegion></affiliation></author><author><name sortKey="Dacquin, Hendrik" sort="Dacquin, Hendrik" uniqKey="Dacquin H" first="Hendrik" last="Dacquin">Hendrik Dacquin</name><affiliation wicri:level="3"><inist:fA14 i1="03"><s1>VRT-Medialab, VRT</s1><s2>Brussels</s2><s3>BEL</s3><sZ>4 aut.</sZ><sZ>6 aut.</sZ></inist:fA14><country>Belgique</country><placeName><settlement type="city">Bruxelles</settlement><region nuts="2">Région de Bruxelles-Capitale</region></placeName></affiliation></author><author><name sortKey="Van Deursen, Davy" sort="Van Deursen, Davy" uniqKey="Van Deursen D" first="Davy" last="Van Deursen">Davy Van Deursen</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>IBBT, ELIS - Multimedia Lab, Ghent University</s1><s2>Ghent</s2><s3>BEL</s3><sZ>1 aut.</sZ><sZ>2 aut.</sZ><sZ>5 aut.</sZ><sZ>7 aut.</sZ></inist:fA14><country>Belgique</country><wicri:noRegion>Ghent</wicri:noRegion></affiliation></author><author><name sortKey="De Sutter, Robbie" sort="De Sutter, Robbie" uniqKey="De Sutter R" first="Robbie" last="De Sutter">Robbie De Sutter</name><affiliation wicri:level="3"><inist:fA14 i1="03"><s1>VRT-Medialab, VRT</s1><s2>Brussels</s2><s3>BEL</s3><sZ>4 aut.</sZ><sZ>6 aut.</sZ></inist:fA14><country>Belgique</country><placeName><settlement type="city">Bruxelles</settlement><region nuts="2">Région de Bruxelles-Capitale</region></placeName></affiliation></author><author><name sortKey="Van De Walle, Rik" sort="Van De Walle, Rik" uniqKey="Van De Walle R" first="Rik" last="Van De Walle">Rik Van De Walle</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>IBBT, ELIS - Multimedia Lab, Ghent University</s1><s2>Ghent</s2><s3>BEL</s3><sZ>1 aut.</sZ><sZ>2 aut.</sZ><sZ>5 aut.</sZ><sZ>7 aut.</sZ></inist:fA14><country>Belgique</country><wicri:noRegion>Ghent</wicri:noRegion></affiliation></author></analytic><series><title level="j" type="main">Multimedia tools and applications</title><title level="j" type="abbreviated">Multimed. tools appl.</title><idno type="ISSN">1380-7501</idno><imprint><date when="2013">2013</date></imprint></series></biblStruct></sourceDesc><seriesStmt><title level="j" type="main">Multimedia tools and applications</title><title level="j" type="abbreviated">Multimed. tools appl.</title><idno type="ISSN">1380-7501</idno></seriesStmt></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Data link</term><term>Indexing</term><term>Information retrieval</term><term>Internet</term><term>Leisure</term><term>Metadata</term><term>Modeling</term><term>Ontology</term><term>Recommendation</term><term>Semantic web</term><term>Useful information</term><term>Web service</term><term>World wide web</term></keywords><keywords scheme="Pascal" xml:lang="fr"><term>Ontologie</term><term>Service web</term><term>Web sémantique</term><term>Indexation</term><term>Chaînage donnée</term><term>Internet</term><term>Information utile</term><term>Recherche information</term><term>Recommandation</term><term>Loisir</term><term>Métadonnée</term><term>Réseau web</term><term>Modélisation</term><term>.</term></keywords><keywords scheme="Wicri" type="topic" xml:lang="fr"><term>Recommandation</term><term>Loisir</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Today, people have only limited, valuable leisure time at their hands which they want to fill in as good as possible according to their own interests, whereas broadcasters want to produce and distribute news items as fast and targeted as possible. These (developing) news stories can be characterised as dynamic, chained, and distributed events in addition to which it is important to aggregate, link, enrich, recommend, and distribute these news event items as targeted as possible to the individual, interested user. In this paper, we show how personalised recommendation and distribution of news events, described using an RDF/OWL representation of the NewsML-G2 standard, can be enabled by automatically categorising and enriching news events metadata via smart indexing and linked open datasets available on the web of data. The recommendations-based on a global, aggregated profile, which also takes into account the (dis)likings of peer friends-are finally fed to the user via a personalised RSS feed. As such, the ultimate goal is to provide an open, user-friendly recommendation platform that harnesses the end-user with a tool to access useful news event information that goes beyond basic information retrieval. At the same time, we provide the (inter)national community with standardised mechanisms to describe/distribute news event and profile information.</div></front></TEI><affiliations><list><country><li>Belgique</li></country><region><li>Région de Bruxelles-Capitale</li></region><settlement><li>Bruxelles</li></settlement></list><tree><country name="Belgique"><noRegion><name sortKey="Mannens, Erik" sort="Mannens, Erik" uniqKey="Mannens E" first="Erik" last="Mannens">Erik Mannens</name></noRegion><name sortKey="Coppens, Sam" sort="Coppens, Sam" uniqKey="Coppens S" first="Sam" last="Coppens">Sam Coppens</name><name sortKey="Dacquin, Hendrik" sort="Dacquin, Hendrik" uniqKey="Dacquin H" first="Hendrik" last="Dacquin">Hendrik Dacquin</name><name sortKey="De Pessemier, Toon" sort="De Pessemier, Toon" uniqKey="De Pessemier T" first="Toon" last="De Pessemier">Toon De Pessemier</name><name sortKey="De Sutter, Robbie" sort="De Sutter, Robbie" uniqKey="De Sutter R" first="Robbie" last="De Sutter">Robbie De Sutter</name><name sortKey="Van De Walle, Rik" sort="Van De Walle, Rik" uniqKey="Van De Walle R" first="Rik" last="Van De Walle">Rik Van De Walle</name><name sortKey="Van Deursen, Davy" sort="Van Deursen, Davy" uniqKey="Van Deursen D" first="Davy" last="Van Deursen">Davy Van Deursen</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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