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Querying Wikimedia Images using Wikidata Facts

Published: 23 April 2018 Publication History
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  • Abstract

    Despite its importance to the Web, multimedia content is often neglected when building and designing knowledge-bases: though descriptive metadata and links are often provided for images, video, etc., the multimedia content itself is often treated as opaque and is rarely analysed. IMGpedia is an effort to bring together the images of Wikimedia Commons (including visual information), and relevant knowledge-bases such as Wikidata and DBpedia. The result is a knowledge-base that incorporates similarity relations between the images based on visual descriptors, as well as links to the resources of Wikidata and DBpedia that relate to the image. Using the IMGpedia SPARQL endpoint, it is then possible to perform visuo-semantic queries, combining the semantic facts extracted from the external resources and the similarity relations of the images. This paper presents a new web interface to browse and explore the dataset of IMGpedia in a more friendly manner, as well as new visuo-semantic queries that can be answered using 6 million recently added links from IMGpedia to Wikidata. We also discuss future directions we foresee for the IMGpedia project.

    References

    [1]
    Stephan Baier, Yunpu Ma, and Volker Tresp. 2017. Improving visual relationship detection using semantic modeling of scene descriptions. In International Semantic Web Conference. Springer, 53--68.
    [2]
    Sean Bechhofer, Kevin Page, David M Weigl, György Fazekas, and Thomas Wilmering. 2017. Linked Data Publication of Live Music Archives and Analyses International Semantic Web Conference. Springer, 29--37.
    [3]
    Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, and Trevor Darrell. 2014. Decaf: A deep convolutional activation feature for generic visual recognition International conference on machine learning. 647--655.
    [4]
    Sebastián Ferrada, Benjamin Bustos, and Aidan Hogan. 2017. IMGpedia: a linked dataset with content-based analysis of Wikimedia images International Semantic Web Conference. Springer, 84--93.
    [5]
    Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton. 2012. ImageNet Classification with Deep Convolutional Neural Networks. In Advances in Neural Information Processing Systems 25. Curran Associates, Inc., 1097--1105.
    [6]
    Jens Lehmann, Robert Isele, Max Jakob, Anja Jentzsch, Dimitris Kontokostas, Pablo N Mendes, Sebastian Hellmann, Mohamed Morsey, Patrick Van Kleef, Sören Auer, et al. 2015. DBpedia--a large-scale, multilingual knowledge base extracted from Wikipedia. Semantic Web Vol. 6, 2 (2015), 167--195.
    [7]
    Albert Mero no-Pe nuela, Rinke Hoekstra, Aldo Gangemi, Peter Bloem, Reinier de Valk, Bas Stringer, Berit Janssen, Victor de Boer, Alo Allik, Stefan Schlobach, et al. 2017. The MIDI Linked Data Cloud. In International Semantic Web Conference. Springer, 156--164.
    [8]
    Yves Raimond, Christopher Sutton, and Mark B. Sandler. 2009. Interlinking Music-Related Data on the Web. IEEE MultiMedia Vol. 16, 2 (2009), 52--63.
    [9]
    Raphaël Troncy, Erik Mannens, Silvia Pfeiffer, and Davy Van Deursen. 2012. Media Fragments URI 1.0. W3C Recommendation. (2012).
    [10]
    Gaurav Vaidya, Dimitris Kontokostas, Magnus Knuth, Jens Lehmann, and Sebastian Hellmann. 2015. DBpedia Commons: Structured multimedia metadata from the Wikimedia Commons International Semantic Web Conference. Springer, 281--289.
    [11]
    Denny Vrandevcić and Markus Krötzsch. 2014. Wikidata: a free collaborative knowledgebase. Commun. ACM Vol. 57, 10 (2014), 78--85.

    Cited By

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    • (2020)Image Wishlist: Context and Images in Commons-Based Peer Production CommunitiesProceedings of the ACM on Human-Computer Interaction10.1145/34152494:CSCW2(1-21)Online publication date: 15-Oct-2020

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    cover image ACM Other conferences
    WWW '18: Companion Proceedings of the The Web Conference 2018
    April 2018
    2023 pages
    ISBN:9781450356404
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • IW3C2: International World Wide Web Conference Committee

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    International World Wide Web Conferences Steering Committee

    Republic and Canton of Geneva, Switzerland

    Publication History

    Published: 23 April 2018

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    Author Tags

    1. imgpedia
    2. linked data
    3. multimedia
    4. wikidata
    5. wikimedia

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    • Research-article

    Funding Sources

    • Millenium Institute for the Foundations of Data
    • CONICYT-PFCHA
    • Fondecyt

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    WWW '18
    Sponsor:
    • IW3C2
    WWW '18: The Web Conference 2018
    April 23 - 27, 2018
    Lyon, France

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    Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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    • (2020)Image Wishlist: Context and Images in Commons-Based Peer Production CommunitiesProceedings of the ACM on Human-Computer Interaction10.1145/34152494:CSCW2(1-21)Online publication date: 15-Oct-2020

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