Ontology enhanced web image retrieval: Aided by wikipedia & spreading activation theory

Proceedings of the 1st International ACM Conference on Multimedia Information Retrieval, MIR2008, Co-located with the 2008 ACM International Conference on Multimedia, MM'08

Volumn , Issue , 2008, Pages 195-201

  Wang, Huan ^a   Jiang, Xing ^a   Chia, Liang Tien ^a   Tan, Ah Hwee ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Ontology; Spreading activation; Wikipedia

Indexed keywords

ACTIVATION TECHNIQUES; ANIMAL KINGDOM; ARTIFICIAL INTELLIGENT; AUTOMATIC ONTOLOGY; GENERAL SOLUTIONS; INFERENCE MODELS; INFORMATION PROCESSING MODELS; KNOWLEDGE SOURCES; MANUAL WORK; ONLINE ENCYCLOPEDIA; PROTOTYPE SYSTEM; RESEARCH FIELDS; SCALABLE ARCHITECTURES; SEMANTIC GAP; SEMANTIC NETWORK; SPREADING ACTIVATION; WEB IMAGE RETRIEVAL; WIKIPEDIA;

BRAIN MODELS; DATA PROCESSING; IMAGE RETRIEVAL; INFERENCE ENGINES; INFORMATION SERVICES; KNOWLEDGE MANAGEMENT; METHOD OF MOMENTS; MULTIMEDIA SYSTEMS; SEMANTICS; WORLD WIDE WEB;

ONTOLOGY;

EID: 67349221977     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1460096.1460128     Document Type: Conference Paper

References (17)

1. R. J. Anderson. A spreading activation theory of memory. Journal of Verbal Learning and Verbal Behavior, 22:261{295, 1983.
2. Y. A. Aslandogan, C. Thier, C. T. Yu, J. Zou, and N. Rishe. Using semantic contents and wordnet in image retrieval. In Proc. of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 286{295, 1997.
3. T. L. Berg and D. A. Forsyth. Animals on the web. In Proc. of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pages 1463{1470, 2006.
4. J. Contreras, V. R. Benjamins, M. Bl-azquez, S. Losada, R. Salla, J. Sevilla, D. Navarro, J. Casillas, A. Momp-o, D. Pat-on, - O. Corcho, P. Tena, and I. Martos. A semantic portal for the international a-airs sector. In Proc. of the 14th International Conference on Engineering Knowledge in the Age of the Semantic Web, pages 203{215, 2004.
5. Y. Gao and J. Fan. Incorporating concept ontology to enable probabilistic concept reasoning for multi-level image annotation. In Proc. of the 8th ACM international workshop on Multimedia information retrieval, pages 79{88, 2006.
6. X. Jiang and A.-H. Tan. Ontosearch: A full-text search engine for the semantic web. In Proc. of the 21st National Conference on Arti-cial Intelligence and the Eighteenth Innovative Applications of Arti-cial Intelligence Conference, pages 1325{1330, 2006.
7. D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints. International Journal of Computer Vision, 60(2):91{110, 2004.
8. M. Marszalek and C. Schmid. Semantic hierarchies for visual object recognition. In Proc. of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pages 1{7, 2007.
9. R. Mihalcea and A. Csomai. Wikify!: linking documents to encyclopedic knowledge. In Proc. of the 16th ACM conference on Conference on Information and Knowledge Management, pages 233{242, 2007.
10. K. Mikolajczyk and C. Schmid. Scale & a-ne invariant interest point detectors. International Journal of Computer Vision, 60(1):63{86, 2004.
11. D. Milne, I. Witten, and D. Nichols. A knowledge-based search engine powered by wikipedia. In Proc. of the 16th ACM conference on Conference on Information and Knowledge Management, pages 445{454. ACM New York, NY, USA, 2007.
12. J. van de Weijer and C. Schmid. Coloring local feature extraction. In Proc. of the 9th European Conference on Computer Vision, pages 334{348, 2006.
13. H. Wang, S. Liu, and L.-T. Chia. Does ontology help in image retrieval?: a comparison between keyword, text ontology and multi-modality ontology approaches. In Proc. of the 14th annual ACM international conference on Multimedia, pages 109{112, 2006.
14. H. Wang, S. Liu, and L.-T. Chia. Image retrieval with a multi-modality ontology. Multimedia Syst., 13(5-6):379{390, 2008.
15. X.-Y. Wei and C.-W. Ngo. Ontology-enriched semantic space for video search. In Proc. of the 15th annual ACM international conference on Multimedia, pages 981{990, 2007.
16. F. Wu and D. S. Weld. Autonomously semantifying wikipedia. In Proc. of the 16th ACM Conference on Information and Knowledge Management, pages 41{50, 2007.
17. J. Zhang, M. Marszalek, S. Lazebnik, and C. Schmid. Local features and kernels for classi-cation of texture and object categories: A comprehensive study. International Journal of Computer Vision, 73(2):213{238, 2007.