Multimedia information seeking through search and hyperlinking

Maria Eskevich, Gareth J.F Jones, Robin Aly, Roeland J.F. Ordelman, Shu Chen, Danish Nadeem, Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot, Tom de Nies, Pedro Debevere, Rik Van de Walle, Petra Galuščáková, Pavel Pecina, Martha Larson

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    37 Citations (Scopus)
    15 Downloads (Pure)

    Abstract

    Searching for relevant webpages and following hyperlinks to related content is a widely accepted and eective approach to information seeking on the textual web. Existing work on multimedia information retrieval has focused on search for individual relevant items or on content linking without specic attention to search results. We describe our research exploring integrated multimodal search and hyperlinking for multimedia data. Our investigation is based on the Medi- aEval 2012 Search and Hyperlinking task. This includes a known-item search task using the Blip10000 internet video collection, where automatically created hyperlinks link each relevant item to related items within the collection. The search test queries and link assessment for this task was generated using the Amazon Mechanical Turk crowdsourc- ing platform. Our investigation examines a range of alterna- tive methods which seek to address the challenges of search and hyperlinking using multimodal approaches. The results of our experiments are used to propose a research agenda for developing eective techniques for search and hyperlinking of multimedia content.
    Original languageEnglish
    Title of host publicationICMR 2013
    Subtitle of host publicationProceedings of the 3rd ACM International Conference on Multimedia Retrieval
    Place of PublicationNew York, NY
    PublisherAssociation for Computing Machinery (ACM)
    Pages287-294
    Number of pages8
    ISBN (Print)978-1-4503-2033-7
    DOIs
    Publication statusPublished - Apr 2013
    Event3rd ACM International Conference on Multimedia Retrieval, ICMR 2013 - Dallas, United States
    Duration: 16 Apr 201319 Apr 2013
    Conference number: 3

    Conference

    Conference3rd ACM International Conference on Multimedia Retrieval, ICMR 2013
    Abbreviated titleICMR
    CountryUnited States
    CityDallas
    Period16/04/1319/04/13

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