Measuring semantic relatedness between flickr images: From a social tag based view

The Scientific World Journal

Volumn 2014, Issue , 2014, Pages

  Xu, Zheng ^a   Luo, Xiangfeng ^b   Liu, Yunhuai ^a   Mei, Lin ^a   Hu, Chuanping ^a  

^a INSTITUTE OF FORENSIC SCIENCE   (China)

^b SHANGHAI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BRAIN; CONTROLLED STUDY; DATA MINING; ENTROPY; FLICKR IMAGE; HUMAN; HUMAN EXPERIMENT; IMAGE DISPLAY; INFORMATION PROCESSING; INFORMATION RETRIEVAL; INFORMATION SCIENCE; INTEGRATION; MEASUREMENT; MULTIMEDIA; NOISE; NORMAL HUMAN; SEMANTICS; SOCIAL MEDIA; PHOTOGRAPHY;

PHOTOGRAPHY; SEMANTICS; SOCIAL MEDIA;

EID: 84898917851     PISSN: None     EISSN: 1537744X     Source Type: Journal    
DOI: 10.1155/2014/758089     Document Type: Article

References (41)

1. Goldberger J., Gordon S., Greenspan H., Unsupervised image-set clustering using an information theoretic framework. IEEE Transactions on Image Processing 2006 15 2 449 458 2-s2.0-31144465285 10.1109/TIP.2005.860593
2. Evgeniou T., Pontil M., Papageorgiou C., Poggio T., Image representations and feature selection for multimedia database search. IEEE Transactions on Knowledge and Data Engineering 2003 15 4 911 920 2-s2.0-0042850508 10.1109/TKDE.2003.1209008
3. Ji R., Yao H., Sun X., Zhong B., Gao W., Towards semantic embedding in visual vocabulary. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '10) June 2010 918 925 2-s2.0-77955992520 10.1109/CVPR.2010.5540118
4. Fan J., Keim D. A., Gao Y., Luo H., Li Z., JustClick: personalized image recommendation via exploratory search from large-scale Flickr images. IEEE Transactions on Circuits and Systems for Video Technology 2009 19 2 273 288 2-s2.0-59649110925 10.1109/TCSVT.2008.2009258
5. Gong T., Li S., Tan C. L., A semantic similarity language model to improve automatic image annotation. Proceedings of the 22nd International Conference on Tools with Artificial Intelligence (ICTAI '10) October 2010 197 203 2-s2.0-78751513487 10.1109/ICTAI.2010.35
6. Schmid C., Mohr R., Local grayvalue invariants for image retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence 1997 19 5 530 535 2-s2.0-0031139628 10.1109/34.589215
7. Varma M., Zisserman A., A statistical approach to texture classification from single images. International Journal of Computer Vision 2005 62 1-2 61 81 2-s2.0-8644258401 10.1023/B:VISI.0000046589.39864.ee
8. Belongie S., Malik J., Puzicha J., Shape matching and object recognition using shape contexts. IEEE Transactions on Pattern Analysis and Machine Intelligence 2002 24 4 509 522 2-s2.0-0036538619 10.1109/34.993558
9. Dalal N., Triggs B., Histograms of oriented gradients for human detection. 1 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '05) June 2005 886 893 2-s2.0-33645146449 10.1109/CVPR.2005.177
10. Huang D., Ardabilian M., Wang Y., Chen L., Asymmetric 3D/2D face recognition based on LBP facial representation and canonical correlation analysis. Proceedings of the 16th IEEE International Conference on Image Processing (ICIP '09) November 2009 3325 3328 2-s2.0-77951968602 10.1109/ICIP.2009.5413901
11. Wang L., Zhang Y., Feng J., On the Euclidean distance of images. IEEE Transactions on Pattern Analysis and Machine Intelligence 2005 27 8 1334 1339 2-s2.0-24344503352 10.1109/TPAMI.2005.165
12. Jia W., Zhang H., He X., Wu Q., Gaussian weighted histogram intersection for license plate classification. Proceedings of the 18th International Conference on Pattern Recognition (ICPR '06) August 2006 574 577 2-s2.0-34147133278 10.1109/ICPR.2006.596
13. Rubner Y., Tomasi C., Guibas L. J., A Metric for distributions with applications to image databases. Proceedings of the IEEE 6th International Conference on Computer Vision January 1998 59 66 2-s2.0-0032319998
14. Wu L., Hua X.-S., Yu N., Ma W.-Y., Li S., Flickr distance: a relationship measure for visual concepts. IEEE Transactions on Pattern Analysis and Machine Intelligence 2012 34 5 863 875 2-s2.0-84859185173 10.1109/TPAMI.2011.195
15. Cai D., An information-theoretic foundation for the measurement of discrimination information. IEEE Transactions on Knowledge and Data Engineering 2010 22 9 1262 1273 2-s2.0-77955175249 10.1109/TKDE.2009.134
16. van den Broek P., Using texts in science education: cognitive processes and knowledge representation. Science 2010 328 5977 453 456 2-s2.0-77951551071 10.1126/science.1182594
17. Bizer C., Heath T., Berners-Lee T., Linked data-the story so far. International Journal on Semantic Web and Information Systems 2009 5 3 1 22 2-s2.0-77952649961 10.4018/jswis.2009081901
18. Zhuge H., Communities and emerging semantics in semantic link network: discovery and learning. IEEE Transactions on Knowledge and Data Engineering 2009 21 6 785 799 2-s2.0-66149184544 10.1109/TKDE.2008.141
19. Zhuge H., Semantic linking through spaces for cyber-physical-socio intelligence: a methodology. Artificial Intelligence 2011 175 5-6 988 1019 2-s2.0-79953215204 10.1016/j.artint.2010.09.009
20. Luo X., Xu Z., Yu J., Chen X., Building association link network for semantic link on web resources. IEEE Transactions on Automation Science and Engineering 2011 8 3 482 494 2-s2.0-79960112691 10.1109/TASE.2010.2094608
21. Golder S. A., Huberman B. A., Usage patterns of collaborative tagging systems. Journal of Information Science 2006 32 2 198 208 2-s2.0-33644912045 10.1177/0165551506062337
22. Al-Khalifa H. S., Davis H. C., Measuring the semantic value of folksonomies. Proceedings of the Innovations in Information Technology (IIT '06) November 2006 1 5 2-s2.0-50049135786 10.1109/INNOVATIONS.2006.301880
23. Suchanek F. M., Vojnović M., Gunawardena D., Social tags: meaning and suggestions. Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM '08) October 2008 223 232 2-s2.0-69849099573 10.1145/1458082.1458114
24. Halpin H., Robu V., Shepherd H., The complex dynamics of collaborative tagging. Proceedings of the 16th International World Wide Web Conference (WWW '07) May 2007 211 220 2-s2.0-35348851483 10.1145/1242572.1242602
25. Cattuto C., Schmitz C., Baldassarri A., Servedio V. D. P., Loreto V., Hotho A., Grahl M., Stumme G., Network properties of folksonomies. AI Communications 2007 20 4 245 262 2-s2.0-36049006152
26. Lambiotte R., Ausloos M., Collaborative tagging as a tripartite network. Computational Science 2006 3393 1114 1117 Lecture Notes in Computer Science
27. Maulik U., Bandyopadhyay S., Saha I., Integrating clustering and supervised learning for categorical data analysis. IEEE Transactions on Systems, Man, and Cybernetics A 2010 40 4 664 675 2-s2.0-77953706322 10.1109/TSMCA.2010.2041225
28. Ramage D., Heymann P., Manning C. D., Garcia-Molina H., Clustering the tagged web. Proceedings of the 2nd ACM International Conference on Web Search and Data Mining (WSDM '09) February 2009 54 63 2-s2.0-70349138843 10.1145/1498759.1498809
29. Zhou D., Bian J., Zheng S., Zha H., C. Lee Giles C. L. G., Exploring social annotations for information retrieval. Proceedings of the 17th International Conference on World Wide Web (WWW '08) April 2008 715 724 2-s2.0-57349185892 10.1145/1367497.1367594
30. Xu S., Bad S., Cao Y., Yu Y., Using social annotations to improve language model for information retrieval. Proceedings of the 16th ACM Conference on Information and Knowledge Management (CIKM '07) November 2007 1003 1006 2-s2.0-62949249237 10.1145/1321440.1321596
31. Bao S., Xue G., Wu X., Yu Y., Fei B., Su Z., Optimizing web search using social annotations. Proceedings of the 16th International World Wide Web Conference (WWW '07) May 2007 501 510 2-s2.0-35348829851 10.1145/1242572.1242640
32. Schenkel R., Crecelius T., Kacimi M., Michel S., Neumann T., Parreira J. X., Weikum G., Efficient top-k querying over social-tagging networks. Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR '08) July 2008 523 530 2-s2.0-57349178993 10.1145/1390334.1390424
33. Rasiwasia N., Moreno P. J., Vasconcelos N., Bridging the gap: query by semantic example. IEEE Transactions on Multimedia 2007 9 5 923 938 2-s2.0-34547486835 10.1109/TMM.2007.900138
34. Fergus R., Fei-Fei L., Perona P., Zisserman A., Learning object categories from Google's image search. 2 Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV '05) October 2005 1816 1823 2-s2.0-33745839880 10.1109/ICCV.2005.142
35. Wang G., Hoiem D., Forsyth D., Learning image similarity from flickr groups using fast kernel machines. IEEE Transactions on Pattern Analysis and Machine Intelligence 2012 34 11 2177 2188
36. Salton G., Wong A., Yang C. S., A vector space model for automatic indexing. Communications of the ACM 1975 18 11 613 620 2-s2.0-0016572913 10.1145/361219.361220
37. Xu Z., Luo X., Yu J., Xu W., Measuring semantic similarity between words by removing noise and redundancy in web snippets. Concurrency Computation Practice and Experience 2011 23 18 2496 2510 2-s2.0-81155155538 10.1002/cpe.1816
38. Firth R., A synopsis of linguistic theory 1930-1955. Studies in Linguistic Analysis 1957 Oxford, UK Philological Society
39. Vojnović M., Cruise J., Gunawardena D., Marbach P., Ranking and suggesting popular items. IEEE Transactions on Knowledge and Data Engineering 2009 21 8 1133 1146 2-s2.0-67651146385 10.1109/TKDE.2009.34
40. Rubenstein H., Goodenough B., Contextual correlates of synonymy. Communications of the ACM 1965 8 10 627 633
41. Steinbach M., Karypis G., Kumar V., A comparison of document clustering techniques. Proceedings of the KDD Workshop on Text Mining 2000