Abstract
Linked Data is a way of exposing and sharing data as resources on the Web and interlinking them with semantically related resources. In the last three years significant amounts of data have been generated, increasingly forming a globally connected, distributed data space. For multimedia content, metadata are a key factor for efficient management, organization, and retrieval. However, the relationship between multimedia and Linked Data has been rarely studied, leading to a lack of mutual awareness and, as a consequence thereof, technological deficiencies. This article introduces the basic concepts of Linked Data in the context of multimedia metadata, and discusses techniques to generate, expose, discover, and consume Linked Data. It shows that a large amount of data sources exist, which are ready to be exploited by multimedia applications. The benefit of Linked Data in two multimedia-related applications is discussed and open research issues are outlined with the goal of bringing the research fields of multimedia and Linked Data closer together in order to facilitate mutual benefit.
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Notes
Wikipedia: http://www.wikipedia.org
WordNet: http://wordnet.princeton.edu
Internet Movie Data Base: http://www.imdb.com
The RDF standard also contains the concept of blank nodes, i.e., resources that are not assigned a URI. However, since these resources cannot be dereferenced using HTTP they are less relevant in the context of Linked Data.
Notation3 (http://www.w3.org/DesignIssues/Notation3.html) is not a “real” serialization format because it encodes only a superset of the RDF data model.
N-Triples: http://www.w3.org/2001/sw/RDFCore/ntriples/
Talis Platform: http://www.talis.com/platform/
In this case it is not required to materialize the complete source dataset into RDF because parts of it can be transformed upon request.
Lists are maintained at http://esw.w3.org/topic/ConverterToRdf and http://simile.mit.edu/wiki/RDFizers.
Aperture: http://aperture.sourceforge.net/
Video Vocabulary: http://digitalbazaar.com/media/video
W3C Exif Vocabulary: http://www.w3.org/2003/12/exif/
We use Turtle syntax [9] for representing RDF examples.
DBpedia Lookup: http://lookup.dbpedia.org/
Faceted Wikipedia Search: http://dbpedia.neofonie.de/browse/
Henry: http://dbtune.org/henry/
W3C WGS84 vocabulary: http://www.w3.org/2003/01/geo/
Open Link LOD Cloud Cache: http://lod.openlinksw.com/sparql
RKBExplorer: http://void.rkbexplorer.com/sparql/
OpenLink Data Explorer: http://ode.openlinksw.com/
ZitGist DataViewer: http://dataviewer.zitgist.com/
RDFLib: http://www.rdflib.net
List of SPARQL implementations: http://esw.w3.org/SparqlImplementations
Annozilla: http://annozilla.mozdev.org
W3C Media Fragments Group: http://www.w3.org/2008/WebVideo/Fragments/
W3C Media Annotations Group: http://www.w3.org/2008/WebVideo/Annotations/
NEPOMUK Project: http://nepomuk.semanticdesktop.org
Nepomuk-KDE: http://nepomuk.kde.org
OSCAF Ontologies: http://sourceforge.net/apps/trac/oscaf/wiki/Ontologies
Gwenview: http://gwenview.sourceforge.net
Bangarang: http://bangarangkde.wordpress.com
An initial draft of the OAC model is available at http://www.openannotation.org/documents/OAC-Model_UseCases-alpha.pdf.
References
Adida B, Birbeck M, McCarron S, Pemberton S (2008) RDFa in XHTML: syntax and processing. World Wide Web Consortium. Available at http://www.w3.org/TR/rdfa-syntax/
Agosti M, Ferro N, Frommholz I, Thiel U (2004) Annotations in digital libraries and collaboratories—facets, models and usage. In: Heery R, Lyon L (eds) ECDL. Lecture notes in computer science, vol 3232. Springer, pp 244–255
Alexander K, Cyganiak R, Hausenblas M, Zhao J (2009) Describing linked datasets—on the design and usage of void, the ‘vocabulary of interlinked datasets’. In: Proceedings of the 2nd international workshop on Linked Data on the Web (LDOW). Madrid, Spain
Anderson O, Berjon R, Dahlström E, Emmons A, Ferraiolo J, Grasso A, Hardy V, Hayman S, Jackson D, Lilley C, McCormack C, Neumann A, Northway C, Quint A, Ramani N, Schepers D, Shellshear A (2008) Scalable Vector Graphics (SVG) tiny 1.2 specification (W3C recommendation 22 December 2008). World Wide Web Consortium. Available at http://www.w3.org/TR/SVGTiny12/
Arndt R, Troncy R, Staab S, Hardman L, Vacura M (2008) COMM: designing a well-founded multimedia ontology for the Web. In: Aberer K, Choi KS, Noy N, Allemang D, Lee KI, Nixon L, Golbeck J, Mika P, Maynard D, Mizoguchi R, Schreiber G, Cudré-Mauroux P (eds) The Semantic Web: ISWC 2007 + ASWC 2007. Lecture notes in computer science, vol 4825. Springer, Berlin, pp 30–43. doi:10.1007/978-3-540-76298-0_3
Auer S, Dietzold S, Lehmann J, Hellmann S, Aumueller D (2009) Triplify—light-weight Linked Data publication from relational databases. In: Proc. of 18th international World Wide Web conference
Auer S, Lehmann J, Hellmann S (2009) LinkedGeoData—adding a spatial dimension to the Web of Data. In: Proc. of 7th international Semantic Web conference (ISWC)
Becker C, Bizer C (2008) DBpedia Mobile: a location-enabled Linked Data browser. In: Linked Data on the Web workshop 2008, CEUR-WS, vol 369. Beijing, China
Beckett D, Berners-Lee T (2008) Turtle—terse RDF triple language (W3C team submission 14 January 2008). World Wide Web Consortium, http://www.w3.org/TeamSubmission/turtle/, retrieved 8 August 2008
Berners-Lee T (2006) Linked Data. World Wide Web Consortium. Available at http://www.w3.org/DesignIssues/LinkedData.html, retrieved 8 August 2008
Berners-Lee T, Chen Y, Chilton L, Connolly D, Dhanaraj R, Hollenbach J, Lerer A, Sheets D (2006) Tabulator: exploring and analyzing Linked Data on the Semantic Web. In: Proceedings of the 3rd international Semantic Web user interaction workshop (SWUI’06). Athens, GA, USA
Berruta D, Phipps J (2008) Best practice recipes for publishing RDF vocabularies. W3C Semantic Web deployment working group. Available at: http://www.w3.org/TR/swbp-vocab-pub/
Bizer C, Cyganiak R (2006) D2R server—publishing relational databases on the Semantic Web. In: 5th international Semantic Web conference
Bizer C, Cyganiak R, Heath T (2007) How to publish Linked Data on the Web. URL: http://www4.wiwiss.fu-berlin.de/bizer/pub/LinkedDataTutorial
Bizer C, Heath T, Berners-Lee T (2009) Linked Data—the story so far. Int J Semantic Web Inf Syst 5(3):1–22. doi:10.4018/jswis.2009081901
Bizer C, Lehmann J, Kobilarov G, Auer S, Becker C, Cyganiak R, Hellmann S (2009) DBpedia—a crystallization point for the Web of Data. J Web Sem 7(3):154–165
Boardman R, Spence R, Sasse MA (2003) Too many hierarchies? The daily struggle for control of the workspace. In: Proceedings of HCI international 2003, vol 1, pp 616–620
Bürger T, Hausenblas M (2008) Interlinking multimedia—principles and requirements. In: First international workshop on interacting with multimedia content on the social Semantic Web, co-located with SAMT 2008, 3–5 December 2008
Bürger T, Hausenblas M (2010) Metadata standards and ontologies for multimedia content. In: Handbook of metadata, semantics and ontologies (to be published). World Scientific, Singapore
Bush V (1945) As we may think. Atl Mon 176(1):101–108. URL http://www.ps.uni-sb.de/~duchier/pub/vbush/
Carroll J, Dickinson I, Dollin C, Reynolds D, Seaborne A, Wilkinson K (2004) Jena: implementing the Semantic Web recommendations. In: Proceedings of the 13th international World Wide Web conference on alternate track papers and posters (WWW’04). New York, NY, USA
Cheng G, Ge W, Qu Y (2008) Falcons: searching and browsing entities on the Semantic Web. In: Proceedings of the 17th international conference on World Wide Web (WWW’09). Beijing, China
Corlosquet S, Delbru R, Clark T, Polleres A, Decker S (2009) Produce and consume Linked Data with Drupal! In: Proceedings of the 8th international Semantic Web conference (ISWC 2009)
Cyganiak R, Jentzsch A (2009) The linking open data dataset cloud. URL http://richard.cyganiak.de/2007/10/lod/
d’Aquin M, Baldassarre C, Gridinoc L, Angeletou S, Sabou M, Motta E (2007) Characterizing knowledge on the Semantic Web with Watson. In: Proceedings of 5th international EON workshop (EON2007) at the 6th international Semantic Web conference. Busan, Korea
Erling O, Mikhailov I (2007) RDF support in the virtuoso DBMS. In: CSSW, pp 59–68
Fielding RT (2000) Architectural styles and the design of network-based software architectures. PhD thesis, University of California, Irvine. URL http://www.ics.uci.edu/~fielding/pubs/dissertation/top.htm
Frisse ME (1987) Searching for information in a hypertext medical handbook. In: Hypertext’87 proceedings, 13–15 November 1987. Chapel Hill, North Carolina, USA. ACM, pp 57–66
Gruber T (1993) A translation approach to portable ontology specifications. Knowl Acquis 5(2):199–220
Han L, Finin T, Parr C, Sachs J, Joshi A (2008) RDF123: from spreadsheets to RDF. In: 7th international Semantic Web conference (ISWC2008)
Harth A, Hogan A, Delbru R, Umbrich J, Decker S (2007) SWSE: answers before links. In: Semantic Web challenge at 6th international Semantic Web conference. Busan, Korea
Hartig O, Bizer C, Freytag JC (2009) Executing SPARQL queries over the Web of Linked Data. In: Proceedings of the 8th international Semantic Web conference (ISWC’09). Washington, DC, USA
Haslhofer B, Schandl B (2008) The OAI2LOD server: exposing OAI-PMH metadata as Linked Data. In: International workshop on Linked Data on the Web (LDOW2008). Beijing, China
Haslhofer B, Jochum W, King R, Sadilek C, Schellner K (2009) The LEMO annotation framework: weaving multimedia annotations with the Web. Int J Digit Libr 10(1):15–32
Haslhofer B, Momeni Roochi E, Gay M, Simon R (2010) Augmenting Europeana content with Linked Data resources. In: Linked Data triplification challenge, co-located with I-Semantics 2010. Graz, Austria
Hassanzadeh O, Consens M (2009) Linked movie data base. In: Proceedings of the 2nd international workshop on Linked Data on the Web (LDOW). Madrid, Spain
Hausenblas M, Bailer W, Bürger T, Troncy R (2007) ramm.x: deploying multimedia metadata on the Semantic Web. In: Proceedings of SAMT 2007, December 4–7. Genova, Italy
Hausenblas M, Troncy R, Raimond Y, Bürger T (2009) Interlinking multimedia: how to apply Linked Data principles to multimedia fragments. In: Proceedings of the 2nd international workshop on Linked Data on the Web (LDOW). Madrid, Spain
Hunter J (2009) Collaborative semantic tagging and annotation systems. In: Cronin B (ed) Annual review of information science and technology, vol 43, chap 2. American Society for Information Science & Technology
ISO/IEC (2006) Multimedia framework (MPEG-21)—part 17: fragment identification of MPEG resources. International Organization for Standardization, Geneva, Switzerland
Jacobs I, Walsh N (2004) Architecture of the World Wide Web, vol 1. URL http://www.w3.org/TR/webarch/
Kahan J, Koivunen MR (2001) Annotea: an open RDF infrastructure for shared Web annotations. In: WWW ’01: proceedings of the 10th international conference on World Wide Web. ACM Press, New York, pp 623–632
Kobilarov G, Scott T, Raimond Y, Oliver S, Sizemore C, Smethurst M, Bizer C, Lee R (2009) Media meets Semantic Web—how the BBC uses DBpedia and Linked Data to make connections. In: Proceedings of the 6th European Semantic Web conference. Springer, Berlin, pp 723–737
Langegger A, Wöß W (2009) XLWrap—querying and integrating arbitrary spreadsheets with SPARQL. In: Proceedings of the 8th international Semantic Web conference (ISWC 2009). Springer
Langegger A, WößW, Blöchl M (2008) A Semantic Web middleware for virtual data integration on the Web. In: Proceedings of the European Semantic Web conference 2008. Tenerife
Lee W, Bürger T, Sasaki F, Malaise V, Stegmaier F, Söderberg J (2009) Ontology for media resource 1.0. W3C working draft, 18 June 2009
LODr—a linking open data tagging system. In: Workshop on social data on the Web (SDoW2008), vol 405. CEUR-WS.org
Marshall CC (2000) The future of annotation in a digital (paper) world. In: Harum S, Twidale M (eds) Successes and failures of digital libraries. University of Illinois, Urbana-Champaign, pp 97–117
Marshall CC, Brush BAJ (2004) Exploring the relationship between personal and public annotations. In: JCDL ’04: proceedings of the 4th ACM/IEEE-CS joint conference on digital libraries. ACM Press, New York, pp 349–357
Network Working Group (NWG) (2005) RFC3986—uniform resource identifier (URI): generic syntax. URL http://www.gbiv.com/protocols/uri/rfc/rfc3986.html
Ovsiannikov IA, Arbib MA, McNeill TH (1999) Annotation technology. Int J Hum-Comput Stud 50(4):329–362
Raimond Y, Sandler MB (2008) A Web of musical information. In: Bello JP, Chew E, Turnbull D (eds) ISMIR, pp 263–268
Richardson L, Ruby S (2007) RESTful Web services. O’Reilly Media Inc
Rodríguez JB, Corcho O, Gómez-Pérez A (2004) R2O, an extensible and semantically based database-to-ontology mapping language. In: Proceedings of the 2nd workshop on Semantic Web and databases (SWDB2004)
Saathoff C, Scherp A (2009) M3O: the multimedia metadata ontology. In: Proceedings of the workshop on semantic multimedia database technologies (SeMuDaTe 2009)
Sack H, Baumann B, Groß A, Meinel C (2009) Linking tele-TASK video protal to the Semantic Web. In: Proceeding of the 9th international conference on innovative community systems (IICS), June 15–17. Jena, Germany
Sauermann L, Cyganiak R (2008) Cool URIs for the Semantic Web. W3C Semantic Web activity. Available at: http://www.w3.org/TR/cooluris/
Sauermann L, Bernardi A, Dengel A (2005) Overview and outlook on the semantic desktop. In: Proceedings of the 1st semantic desktop workshop, CEUR workshop proceedings, Galway, Ireland, vol 175
Schandl B, Popitsch N (2010) Lifting file systems into the Linked Data cloud with TripFS. In: Proceedings of the 3rd international workshop on Linked Data on the Web (LDOW2010). Raleigh, North Carolina, USA
Scharffe F, Euzenat J (2009) Alignments for data interlinking: analysed systems. http://melinda.inrialpes.fr/systems.html
Schroeter R, Hunter J (2007) Annotating relationships between multiple mixed-media digital objects by extending annotea. In: Proceedings of the 4th European Semantic Web conference, ESWC 2007
Sheth A, Klas W (1998) Multimedia data management: using metadata to integrate and apply digital media. Mcgraw-Hill Education, New York
Simon R, Sadilek C, Korb J, Baldauf M, Haslhofer B (2010) Tag clouds and old maps: annotations as linked spatiotemporal data in the cultural heritage domain. In: Workshop on linked spatiotemporal data 2010, held in conjunction with the 6th international conference on geographic information systems (GIScience 2010). Zurich, Switzerland
Stegmaier F, Bailer W, Bürger T, Döller M, Höffernig M, Lee W, Malaise V, Poppe C, Troncy R, Kosch H, de Walle RV (2009) How to align media metadata schemas? Design and implementation of the media ontology. In: Proceedings of the workshop on semantic multimedia database technologies (SeMuDaTe 2009)
Tummarello G, Delbru R, Oren E (2007) Sindice.com: weaving the open Linked Data. In: Proceedings of the 6th international the Semantic Web and 2nd Asian conference on Asian Semantic Web conference. Busan, Korea
Volz J, Bizer C, Gaedke M, Kobilarov G (2009) Silk—A link discovery framework for the Web of Data. In: Proceedings of the 2nd international workshop on Linked Data on the Web (LDOW). Madrid, Spain
W3C (2003) XPointer framework. Available at: http://www.w3.org/TR/xptr-framework/
W3C (2004) RDF vocabulary description language 1.0: RDF schema. W3C Semantic Web activity—RDF core working group. Available at: http://www.w3.org/TR/rdf-schema/
W3C (2004) RDF/XML syntax specification (revised). W3C Semantic Web activity—RDF core working group. Available at: http://www.w3.org/TR/2004/REC-rdf-syntax-grammar-20040210/
W3C (2004) Resource Description Framework (RDF). W3C Semantic Web activity—RDF core working group, URL http://www.w3.org/RDF/
W3C (2008) SPARQL query language for RDF. W3C Semantic Web activity—RDF Data Access working group, URL http://www.w3.org/TR/rdf-sparql-query/
W3C (2009) OWL 2Web ontology language. W3C Semantic Web activity—OWL working group, URL http://www.w3.org/TR/owl2-overview/
W3C Media Fragments Working Group (2009) Media fragments URI 1.0. W3C working draft. Available at: http://www.w3.org/TR/media-frags/
W3C Semantic Web Deployment Group (2009) SKOS simple knowledge organization system reference. URL http://www.w3.org/TR/2009/REC-skos-reference-20090818/
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Parts of this work have been funded by FIT-IT grant 815133 from the Austrian Federal Ministry of Transport, Innovation, and Technology, and the EU eContentPlus project EuropeanaConnect.
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Schandl, B., Haslhofer, B., Bürger, T. et al. Linked Data and multimedia: the state of affairs. Multimed Tools Appl 59, 523–556 (2012). https://doi.org/10.1007/s11042-011-0762-9
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DOI: https://doi.org/10.1007/s11042-011-0762-9