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Linking data across universities: an integrated video lectures dataset

Published: 23 October 2011 Publication History
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  • Abstract

    This paper presents our work and experience interlinking educational information across universities through the use of Linked Data principles and technologies. More specifically this paper is focused on selecting, extracting, structuring and interlinking information of video lectures produced by 27 different educational institutions. For this purpose, selected information from several websites and YouTube channels have been scraped and structured according to well-known vocabularies, like FOAF, or the W3C Ontology for Media Resources. To integrate this information, the extracted videos have been categorized under a common classification space, the taxonomy defined by the Open Directory Project. An evaluation of this categorization process has been conducted obtaining a 98% degree of coverage and 89% degree of correctness. As a result of this process a new Linked Data dataset has been released containing more than 14,000 video lectures from 27 different institutions and categorized under a common classification scheme.

    References

    [1]
    Cantador, I., Konstas, I., Jose, J.M.: Categorising Social Tags to Improve Folksonomybased Recommendations. Journal of Web Semantics 9(1), 1-15 (2011).
    [2]
    Cesa-Bianchi, N., Conconi, A., Gentile, C.: Regret Bounds for Hierarchical Classification with Linear-Threshold Functions. In: Shawe-Taylor, J., Singer, Y. (eds.) COLT 2004. LNCS (LNAI), vol. 3120, pp. 93-108. Springer, Heidelberg (2004).
    [3]
    Fleiss, J.L., Cohen, J.: The equivalence of weighted kappa and the intraclass correlation coefficient as measures of reliability. Educational and Psychological Measurement 33, 613-619 (1973).
    [4]
    Heath, T., Bizer, C.: Linked Data: Evolving the Web into a Global Data Space. In: Synthesis Lectures on the Semantic Web: Theory and Technology, 1st edn., vol. 1(1), pp. 1-136. Morgan & Claypool (2011).
    [5]
    Hofmann, T., Cai, L., Ciaramita, M.: Learning with Taxonomies: Classifying Documents and Words. In: Syntax, Semantics and Statistics Workshop, NIPS (2003).
    [6]
    Kalfoglou, Y., Schorlemmer, M.: Ontology mapping: the state of the art. The Knowledge Engineering Review 18(1), 1-31 (2003).
    [7]
    Möller, K., Heath, T., Handschuh, S., Domingue, J.: Recipes for semantic web dog food -- the ESWC and ISWC metadata projects. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L.J.B., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 802-815. Springer, Heidelberg (2007).
    [8]
    Neubert, J.: Bringing the "thesaurus for economics" on to the web of linked data. In: Workshop on Linked Data on the Web, WWW 2009 (2009).
    [9]
    Noy, N.: Semantic integration: a survey of ontology-based approaches. SIGMOD Rec. 33(4), 65-70 (2004).
    [10]
    Rowe, M.: Data.dcs: Converting legacy data into linked data. In: Workshop on Linked Data on the Web, WWW 2010 (2010).
    [11]
    Shvaiko, P., Euzenat, J.: A Survey of Schema-Based Matching Approaches. In: Spaccapietra, S. (ed.) Journal on Data Semantics IV. LNCS, vol. 3730, pp. 146-171. Springer, Heidelberg (2005).
    [12]
    Specia, L., Motta, E.: Integrating Folksonomies with the Semantic Web. In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. LNCS, vol. 4519, pp. 624-639. Springer, Heidelberg (2007).
    [13]
    Suchanek, F.M., Kasneci, G., Weikum, G.: Yago: a core of semantic knowledge. In: 16th International Conference on World Wide Web, WWW 2007, pp. 697-706. ACM, New York (2007).
    [14]
    Zablith, F., Fernandez, M., Rowe, M.: The OU Linked Open Data: Production and Consumption. In: eLearning Approaches for the Linked Data Age. Extended Semantic Web Conference, ESWC 2011 (2011).

    Cited By

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    • (2015)GaggProceedings of the 12th European Semantic Web Conference on The Semantic Web. Latest Advances and New Domains - Volume 908810.1007/978-3-319-18818-8_30(491-504)Online publication date: 31-May-2015
    • (2013)Interlinking educational dataProceedings of the First International Conference on Technological Ecosystem for Enhancing Multiculturality10.1145/2536536.2536588(339-348)Online publication date: 14-Nov-2013
    • (2013)Towards integration of web data into a coherent educational data graphProceedings of the 22nd International Conference on World Wide Web10.1145/2487788.2487956(419-424)Online publication date: 13-May-2013

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    Published In

    cover image Guide Proceedings
    ISWC'11: Proceedings of the 10th international conference on The semantic web - Volume Part II
    October 2011
    391 pages
    ISBN:9783642250927

    Sponsors

    • Elsevier
    • Yahoo! Research
    • Microsoft Research: Microsoft Research
    • OASIS: OASIS
    • THESEUS: THESEUS

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    Springer-Verlag

    Berlin, Heidelberg

    Publication History

    Published: 23 October 2011

    Author Tags

    1. education
    2. integration
    3. linked data

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    • (2015)GaggProceedings of the 12th European Semantic Web Conference on The Semantic Web. Latest Advances and New Domains - Volume 908810.1007/978-3-319-18818-8_30(491-504)Online publication date: 31-May-2015
    • (2013)Interlinking educational dataProceedings of the First International Conference on Technological Ecosystem for Enhancing Multiculturality10.1145/2536536.2536588(339-348)Online publication date: 14-Nov-2013
    • (2013)Towards integration of web data into a coherent educational data graphProceedings of the 22nd International Conference on World Wide Web10.1145/2487788.2487956(419-424)Online publication date: 13-May-2013

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