The landscape of multimedia ontologies in the last decade

Many efforts have been made in the area of multimedia to bridge the so-called “semantic-gap” with the implementation of ontologies from 2001 to the present. In this paper, we provide a comparative study of the most well-known ontologies related to multimedia aspects. This comparative study has been done based on a framework proposed in this paper and called FRAMECOMMON. This framework takes into account process-oriented dimension, such as the methodological one, and outcome-oriented dimensions, like multimedia aspects, understandability, and evaluation criteria. Finally, we derive some conclusions concerning this one decade state-of-art in multimedia ontologies.

[1]  Kôiti Hasida,et al.  Semantics of multimedia in MPEG-7 , 2002, Proceedings. International Conference on Image Processing.

[2]  Asunción Gómez-Pérez,et al.  Common Pitfalls in Ontology Development , 2009, CAEPIA.

[3]  Steffen Staab,et al.  Semantic Annotation of Images and Videos for Multimedia Analysis , 2005, ESWC.

[4]  Raphaël Troncy,et al.  Enabling Multimedia Metadata Interoperability by Defining Formal Semantics of MPEG-7 Profiles , 2006, SAMT.

[5]  Jane Hunter,et al.  Adding Multimedia to the Semantic Web: Building an MPEG-7 ontology , 2001, SWWS.

[6]  Steffen Staab,et al.  Knowledge Representation for Semantic Multimedia Content Analysis and Reasoning , 2004, EWIMT.

[7]  Óscar Corcho A Layered Declarative Approach to Ontology Translation with Knowledge Preservation , 2005, Frontiers in Artificial Intelligence and Applications.

[8]  C. Tsinaraki,et al.  Interoperability Support for Ontology-Based Video Retrieval Applications , 2004, CIVR.

[9]  H. Sofia Pinto,et al.  A methodology for ontology integration , 2001, K-CAP '01.

[10]  Fabio Persia,et al.  MOWIS: A System for Building Multimedia Ontologies from Web Information Sources , 2010, IIR.

[11]  Shih-Fu Chang,et al.  Overview of the MPEG-7 standard , 2001, IEEE Trans. Circuits Syst. Video Technol..

[12]  Michael G. Strintzis,et al.  Enquiring MPEG-7 based multimedia ontologies , 2009, Multimedia Tools and Applications.

[13]  Òscar Celma,et al.  Foafing the Music: Bridging the Semantic Gap in Music Recommendation , 2006, SEMWEB.

[14]  Marcel Worring,et al.  Content-Based Image Retrieval at the End of the Early Years , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[15]  Ian Horrocks,et al.  Ontologies and the semantic web , 2008, CACM.

[16]  Roberto García,et al.  Semantic Integration and Retrieval of Multimedia Metadata , 2005, SemAnnot@ISWC.

[17]  Zhang Hai-ling Semantic Integration and Retrieval of Multimedia Metadata , 2007 .

[18]  Ansgar Scherp,et al.  Unlocking the semantics of multimedia presentations in the web with the multimedia metadata ontology , 2010, WWW '10.

[19]  Asunción Gómez-Pérez,et al.  A Double Classification of Common Pitfalls in Ontologies , 2010 .

[20]  Steffen Staab,et al.  COMM: Designing a Well-Founded Multimedia Ontology for the Web , 2007, ISWC/ASWC.

[21]  Nicola Guarino,et al.  Sweetening Ontologies with DOLCE , 2002, EKAW.

[22]  Mari Carmen Suárez-Figueroa,et al.  NeOn methodology for building ontology networks: specification, scheduling and reuse , 2011, DISKI.

[23]  Frank Nack,et al.  Everything You Wanted to Know About MPEG-7: Part 1 , 1999, IEEE Multim..

[24]  Raphaël Troncy,et al.  MPEG-7 based Multimedia Ontologies: Interoperability Support or Interoperability Issue? , 2007 .

[25]  P. Beek,et al.  Text of 15938-5 FCD Information Technology-Multimedia Content Description Interface-Pard 5 Multimedia Description Schemes , 2001 .

[26]  Steffen Staab,et al.  COMM: A Core Ontology for MultimediaAnnotation , 2009, Handbook on Ontologies.

[27]  Mariano Fernández-López,et al.  Ontological Engineering , 2003, Encyclopedia of Database Systems.

[28]  James A. Hendler,et al.  Annotation and Provenance Tracking in Semantic Web Photo Libraries , 2006, IPAW.