Personalized News Video Recommendation

Kurzanzeige
dc.contributor.authorLuo, Hangzaideu
dc.contributor.authorFan, Jianpingdeu
dc.contributor.authorKeim, Daniel A.
dc.contributor.authorSatoh, Shin ichideu
dc.date.accessioned2011-03-24T15:59:28Zdeu
dc.date.available2011-03-24T15:59:28Zdeu
dc.date.issued2008
dc.description.abstractIn this paper, a novel framework is developed to support personalized news video recommendation. First, multi-modal information sources for news videos are seamlessly integrated and synchronized to achieve more reliable news topic detection, and the contexts between different news topics are extracted automatically. Second, topic network and hyperbolic visualization are seamlessly integrated to support interactive navigation and exploration of large-scale collections of news videos at the topic level, so that users can gain deep insights of large-scale collections of news videos at the first glance. In such interactive topic network navigation and exploration process, users personal background knowledge can be exploited for selecting news topics of interest interactively, building up their mental models of news needs precisely and formulating their queries easily by selecting the visible news topics on the topic network directly. Our system can further recommend the relevant web news, the new search directions, and the most relevant news videos according to their importance and representativeness scores. Our experiments on large-scale collections of news videos have provided very positive results.eng
dc.description.versionpublished
dc.format.mimetypeapplication/pdfdeu
dc.identifier.citationPaper to be presented to: ACM International Conference on Multimedia 2009, Oct. 19-24, Beijing, Chinadeu
dc.identifier.doi10.1145/1459359.1459549
dc.identifier.ppn302189823deu
dc.identifier.urihttp://kops.uni-konstanz.de/handle/123456789/5702
dc.language.isoengdeu
dc.legacy.dateIssued2009deu
dc.rightsterms-of-usedeu
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/deu
dc.subjectpersonalisierte Video-Empfehlungdeu
dc.subjectpersonalized news video recommendationdeu
dc.subjectTopic networkeng
dc.subject.ddc004deu
dc.subject.gndVideobearbeitungdeu
dc.titlePersonalized News Video Recommendationeng
dc.typeINPROCEEDINGSdeu
dspace.entity.typePublication
kops.citation.bibtex
@inproceedings{Luo2008Perso-5702,
  year={2008},
  doi={10.1145/1459359.1459549},
  title={Personalized News Video Recommendation},
  isbn={978-1-60558-303-7},
  publisher={ACM Press},
  address={New York, New York, USA},
  booktitle={Proceeding of the 16th ACM international conference on Multimedia - MM '08},
  pages={1001--1002},
  author={Luo, Hangzai and Fan, Jianping and Keim, Daniel A. and Satoh, Shin ichi}
}
kops.citation.iso690LUO, Hangzai, Jianping FAN, Daniel A. KEIM, Shin ichi SATOH, 2008. Personalized News Video Recommendation. The 16th ACM international conference on Multimedia - MM '08. Vancouver, British Columbia, Canada, 26. Okt. 2008 - 31. Okt. 2008. In: Proceeding of the 16th ACM international conference on Multimedia - MM '08. New York, New York, USA: ACM Press, 2008, pp. 1001-1002. ISBN 978-1-60558-303-7. Available under: doi: 10.1145/1459359.1459549deu
kops.citation.iso690LUO, Hangzai, Jianping FAN, Daniel A. KEIM, Shin ichi SATOH, 2008. Personalized News Video Recommendation. The 16th ACM international conference on Multimedia - MM '08. Vancouver, British Columbia, Canada, Oct 26, 2008 - Oct 31, 2008. In: Proceeding of the 16th ACM international conference on Multimedia - MM '08. New York, New York, USA: ACM Press, 2008, pp. 1001-1002. ISBN 978-1-60558-303-7. Available under: doi: 10.1145/1459359.1459549eng
kops.citation.rdf
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/5702">
    <dc:format>application/pdf</dc:format>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/5702/1/ACMMM09.pdf"/>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T15:59:28Z</dcterms:available>
    <dc:rights>terms-of-use</dc:rights>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/5702/1/ACMMM09.pdf"/>
    <dcterms:title>Personalized News Video Recommendation</dcterms:title>
    <dc:contributor>Luo, Hangzai</dc:contributor>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/5702"/>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T15:59:28Z</dc:date>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dcterms:abstract xml:lang="eng">In this paper, a novel framework is developed to support personalized news video recommendation. First, multi-modal information sources for news videos are seamlessly integrated and synchronized to achieve more reliable news topic detection, and the contexts between different news topics are extracted automatically. Second, topic network and hyperbolic visualization are seamlessly integrated to support interactive navigation and exploration of large-scale collections of news videos at the topic level, so that users can gain deep insights of large-scale collections of news videos at the first glance. In such interactive topic network navigation and exploration process, users  personal background knowledge can be exploited for selecting news topics of interest interactively, building up their mental models of news needs precisely and formulating their queries easily by selecting the visible news topics on the topic network directly. Our system can further recommend the relevant web news, the new search directions, and the most relevant news videos according to their importance and representativeness scores. Our experiments on large-scale collections of news videos have provided very positive results.</dcterms:abstract>
    <dcterms:bibliographicCitation>Paper to be presented to: ACM International Conference on Multimedia 2009, Oct. 19-24, Beijing, China</dcterms:bibliographicCitation>
    <dc:contributor>Satoh, Shin ichi</dc:contributor>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:issued>2008</dcterms:issued>
    <dc:creator>Fan, Jianping</dc:creator>
    <dc:creator>Luo, Hangzai</dc:creator>
    <dc:contributor>Fan, Jianping</dc:contributor>
    <dc:contributor>Keim, Daniel A.</dc:contributor>
    <dc:creator>Keim, Daniel A.</dc:creator>
    <dc:language>eng</dc:language>
    <dc:creator>Satoh, Shin ichi</dc:creator>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
  </rdf:Description>
</rdf:RDF>
kops.conferencefieldThe 16th ACM international conference on Multimedia - MM '08, 26. Okt. 2008 - 31. Okt. 2008, Vancouver, British Columbia, Canadadeu
kops.date.conferenceEnd2008-10-31
kops.date.conferenceStart2008-10-26
kops.description.openAccessopenaccessgreen
kops.flag.knbibliographytrue
kops.identifier.nbnurn:nbn:de:bsz:352-opus-73207deu
kops.location.conferenceVancouver, British Columbia, Canada
kops.opus.id7320deu
kops.sourcefield<i>Proceeding of the 16th ACM international conference on Multimedia - MM '08</i>. New York, New York, USA: ACM Press, 2008, pp. 1001-1002. ISBN 978-1-60558-303-7. Available under: doi: 10.1145/1459359.1459549deu
kops.sourcefield.plainProceeding of the 16th ACM international conference on Multimedia - MM '08. New York, New York, USA: ACM Press, 2008, pp. 1001-1002. ISBN 978-1-60558-303-7. Available under: doi: 10.1145/1459359.1459549deu
kops.sourcefield.plainProceeding of the 16th ACM international conference on Multimedia - MM '08. New York, New York, USA: ACM Press, 2008, pp. 1001-1002. ISBN 978-1-60558-303-7. Available under: doi: 10.1145/1459359.1459549eng
kops.title.conferenceThe 16th ACM international conference on Multimedia - MM '08
relation.isAuthorOfPublicationda7dafb0-6003-4fd4-803c-11e1e72d621a
relation.isAuthorOfPublication.latestForDiscoveryda7dafb0-6003-4fd4-803c-11e1e72d621a
source.bibliographicInfo.fromPage1001
source.bibliographicInfo.toPage1002
source.identifier.isbn978-1-60558-303-7
source.publisherACM Press
source.publisher.locationNew York, New York, USA
source.titleProceeding of the 16th ACM international conference on Multimedia - MM '08

Dateien

Originalbündel

Gerade angezeigt 1 - 1 von 1
Vorschaubild nicht verfügbar
Name:
ACMMM09.pdf
Größe:
876.56 KB
Format:
Adobe Portable Document Format
ACMMM09.pdf
ACMMM09.pdfGröße: 876.56 KBDownloads: 869

Sammlungen

Informatik und Informationswissenschaft: Publikationen