Using statistical testing in the evaluation of retrieval experiments
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Determining Semantic Similarity among Entity Classes from Different Ontologies
IEEE Transactions on Knowledge and Data Engineering
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources
IEEE Transactions on Knowledge and Data Engineering
Verbs semantics and lexical selection
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
User term feedback in interactive text-based image retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic video annotation using ontologies extended with visual information
Proceedings of the 13th annual ACM international conference on Multimedia
ACM SIGIR Forum
Advances in XML Information Retrieval: Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl Castle, ... 2004 (Lecture Notes in Computer Science)
Comparative Evaluation of XML Information Retrieval Systems: 5th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2006, Dagstuhl Castle, Germany, December 17-20, 2006, Revised and Selected Papers
The INEX 2007 Multimedia Track
Focused Access to XML Documents
Towards a structure-based multimedia retrieval model
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
XML Multimedia Retrieval: From Relevant Textual Information to Relevant Multimedia Fragments
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
ECIR'07 Proceedings of the 29th European conference on IR research
Evaluating the impact of image names in context-based image retrieval
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Combining text/image in wikipediaMM task 2009
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
TIJAH scratches INEX 2005: vague element selection, image search, overlap, and relevance feedback
INEX'05 Proceedings of the 4th international conference on Initiative for the Evaluation of XML Retrieval
Using the INEX environment as a test bed for various user models for XML retrieval
INEX'05 Proceedings of the 4th international conference on Initiative for the Evaluation of XML Retrieval
GPX: gardens point XML IR at INEX 2005
INEX'05 Proceedings of the 4th international conference on Initiative for the Evaluation of XML Retrieval
INEX'05 Proceedings of the 4th international conference on Initiative for the Evaluation of XML Retrieval
Integrating text retrieval and image retrieval in XML document searching
INEX'05 Proceedings of the 4th international conference on Initiative for the Evaluation of XML Retrieval
SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
Using XML logical structure to retrieve (multimedia)
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Combination of document structure and links for multimedia object retrieval
Journal of Information Science
Reading contexts for structured documents retrieval
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
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We investigate in this paper the use of XML structure in multimedia retrieval, particularly in context-based image retrieval. We propose two methods to represent multimedia objects: the first one is based on an implicit use of textual and structural context of multimedia objects, whereas the second one is based on an explicit use of both sources. Experimental evaluation is carried out using the INEX MultimediaFragments Task 2006 and 2007. We show that there is a strong vocabulary relation between the query and the multimedia object representation, and that using XML structure improves significantly the effectiveness of multimedia retrieval.