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Volumn , Issue , 2013, Pages 967-976

Picture tags and world knowledge: Learning tag relations from visual semantic sources

Author keywords

Folksonomy; Knowledge graph; Social media

Indexed keywords

ESTIMATION ALGORITHM; FOLKSONOMIES; KNOWLEDGE DATABASE; KNOWLEDGE GRAPHS; NATURAL LANGUAGES; SEMANTIC KNOWLEDGE; SOCIAL MEDIA; VISUAL SEMANTICS;

EID: 84887420405     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2502081.2502113     Document Type: Conference Paper
Times cited : (22)

References (50)
  • 1
    • 84887494491 scopus 로고    scopus 로고
    • ILSVRC, 2012. http://www.image-net.org/challenges/LSVRC/2012.
    • (2012) ILSVRC
  • 2
    • 84887446302 scopus 로고    scopus 로고
    • Project webpage, 2013. http://users.cecs.anu.edu.au/~xlx/proj/tagnet.
    • (2013) Project Webpage
  • 3
    • 35348829895 scopus 로고    scopus 로고
    • Why we tag: Motivations for annotation in mobile and online media
    • M. Ames and M. Naaman. Why we tag: motivations for annotation in mobile and online media. CHI '07, pages 971-980, 2007.
    • (2007) CHI '07 , pp. 971-980
    • Ames, M.1    Naaman, M.2
  • 6
    • 79952402158 scopus 로고    scopus 로고
    • Supervised random walks: Predicting and recommending links in social networks
    • L. Backstrom and J. Leskovec. Supervised random walks: predicting and recommending links in social networks. WSDM '11, pages 635-644, 2011.
    • (2011) WSDM '11 , pp. 635-644
    • Backstrom, L.1    Leskovec, J.2
  • 10
    • 84860849783 scopus 로고    scopus 로고
    • Understanding web images by object relation network
    • N. Chen, Q.-Y. Zhou, and V. Prasanna. Understanding web images by object relation network. WWW '12, pages 291-300, 2012.
    • (2012) WWW , vol.12 , pp. 291-300
    • Chen, N.1    Zhou, Q.-Y.2    Prasanna, V.3
  • 12
    • 74049158146 scopus 로고    scopus 로고
    • NUS-WIDE: A real-world web image database from national university of singapore
    • T. Chua, J. Tang, R. Hong, H. Li, Z. Luo, and Y. Zheng. NUS-WIDE: A real-world web image database from national university of singapore. In ACM CIVR, 2009.
    • (2009) ACM CIVR
    • Chua, T.1    Tang, J.2    Hong, R.3    Li, H.4    Luo, Z.5    Zheng, Y.6
  • 13
    • 85198028989 scopus 로고    scopus 로고
    • Imagenet: A large-scale hierarchical image database
    • Ieee
    • J. Deng, W. Dong, R. Socher, L. Li, K. Li, and L. Fei-Fei. Imagenet: A large-scale hierarchical image database. In IEEE CVPR, pages 248-255. Ieee, 2009.
    • (2009) IEEE CVPR , pp. 248-255
    • Deng, J.1    Dong, W.2    Socher, R.3    Li, L.4    Li, K.5    Fei-Fei, L.6
  • 14
    • 85162353669 scopus 로고    scopus 로고
    • Fast and balanced: Efficient label tree learning for large scale object recognition
    • J. Deng, S. Satheesh, A. Berg, and L. Fei-Fei. Fast and balanced: Efficient label tree learning for large scale object recognition. In NIPS, 2011.
    • (2011) NIPS
    • Deng, J.1    Satheesh, S.2    Berg, A.3    Fei-Fei, L.4
  • 15
    • 80052872247 scopus 로고    scopus 로고
    • Visual and semantic similarity in imagenet
    • IEEE
    • T. Deselaers and V. Ferrari. Visual and semantic similarity in imagenet. In CVPR, pages 1777-1784. IEEE, 2011.
    • (2011) CVPR , pp. 1777-1784
    • Deselaers, T.1    Ferrari, V.2
  • 18
    • 0003170602 scopus 로고
    • Using the qr factorization and group inversion to compute, differentiate, and estimate the sensitivity of stationary probabilities for markov chains
    • Apr
    • G. H. Golub and C. D. Meyer Jr. Using the qr factorization and group inversion to compute, differentiate, and estimate the sensitivity of stationary probabilities for markov chains. SIAM J. Algebraic Discrete Methods, 7(2):273-281, Apr. 1986.
    • (1986) SIAM J. Algebraic Discrete Methods , vol.7 , Issue.2 , pp. 273-281
    • Golub, G.H.1    Meyer Jr., C.D.M.2
  • 20
    • 36348973643 scopus 로고    scopus 로고
    • Google and the mind predicting uency with pagerank
    • T. L. Griths, M. Steyvers, and A. Firl. Google and the mind predicting uency with pagerank. Psychological Science, 18(12):1069-1076, 2007.
    • (2007) Psychological Science , vol.18 , Issue.12 , pp. 1069-1076
    • Griths, T.L.1    Steyvers, M.2    Firl, A.3
  • 21
    • 84959049838 scopus 로고    scopus 로고
    • ConceptNet 3: A flexible, multilingual semantic network for common sense knowledge
    • C. Havasi, R. Speer, and J. Alonso. ConceptNet 3: A exible, multilingual semantic network for common sense knowledge. In Recent Advances in Natural Language Processing, pages 270-29, 2007.
    • (2007) Recent Advances in Natural Language Processing , pp. 270-329
    • Havasi, C.1    Speer, R.2    Alonso, J.3
  • 22
    • 84871053085 scopus 로고    scopus 로고
    • Towards measuring the visualness of a concept
    • J.-W. Jeong, X.-J. Wang, and D.-H. Lee. Towards measuring the visualness of a concept. CIKM '12, pages 2415-2418, 2012.
    • (2012) CIKM '12 , pp. 2415-2418
    • Jeong, J.-W.1    Wang, X.-J.2    Lee, D.-H.3
  • 23
    • 37849011950 scopus 로고    scopus 로고
    • How ickr helps us make sense of the world: Context and content in community-contributed media collections
    • L. Kennedy, M. Naaman, S. Ahern, R. Nair, and T. Rattenbury. How ickr helps us make sense of the world: context and content in community-contributed media collections. In ACM Multimedia, pages 631-640, 2007.
    • (2007) ACM Multimedia , pp. 631-640
    • Kennedy, L.1    Naaman, M.2    Ahern, S.3    Nair, R.4    Rattenbury, T.5
  • 24
    • 85008044987 scopus 로고    scopus 로고
    • Matrix factorization techniques for recommender systems
    • Y. Koren, R. Bell, and C. Volinsky. Matrix factorization techniques for recommender systems. Computer, 42(8):30-37, 2009.
    • (2009) Computer , vol.42 , Issue.8 , pp. 30-37
    • Koren, Y.1    Bell, R.2    Volinsky, C.3
  • 27
    • 85162513516 scopus 로고    scopus 로고
    • Object Bank : A high-level image representation for scene classification & semantic feature sparsification
    • L.-j. Li, H. Su, E. P. Xing, and L. Fei-fei. Object Bank : A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification. In NIPS, pages 1-9, 2010.
    • (2010) NIPS , pp. 1-9
    • Li, L.-J.1    Su, H.2    Xing, E.P.3    Fei-Fei, L.4
  • 28
    • 70350333307 scopus 로고    scopus 로고
    • Learning social tag relevance by neighbor voting
    • Nov
    • X. Li, C. G. M. Snoek, and M. Worring. Learning social tag relevance by neighbor voting. IEEE Trans. Multi., 11(7):1310-1322, Nov. 2009.
    • (2009) IEEE Trans. Multi. , vol.11 , Issue.7 , pp. 1310-1322
    • Li, X.1    Snoek, C.G.M.2    Worring, M.3
  • 30
    • 84858736606 scopus 로고    scopus 로고
    • Beyond categories: The visual memex model for reasoning about object relationships
    • T. Malisiewicz and A. Efros. Beyond categories: The visual memex model for reasoning about object relationships. In NIPS, 2009.
    • (2009) NIPS
    • Malisiewicz, T.1    Efros, A.2
  • 31
    • 45749091592 scopus 로고    scopus 로고
    • Predicting human brain activity associated with the meanings of nouns
    • T. Mitchell, S. Shinkareva, A. Carlson, K. Chang, V. Malave, R. Mason, and M. Just. Predicting human brain activity associated with the meanings of nouns. science, 320(5880):1191-1195, 2008.
    • (2008) Science , vol.320 , Issue.5880 , pp. 1191-1195
    • Mitchell, T.1    Shinkareva, S.2    Carlson, A.3    Chang, K.4    Malave, V.5    Mason, R.6    Just, M.7
  • 32
    • 84855220977 scopus 로고    scopus 로고
    • Remark on \Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound constrained optimization
    • J. Morales and J. Nocedal. Remark on \Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound constrained optimization". ACM Transactions on Mathematical Software (TOMS), 38(1):7, 2011.
    • (2011) ACM Transactions on Mathematical Software (TOMS) , vol.38 , Issue.1 , pp. 7
    • Morales, J.1    Nocedal, J.2
  • 37
    • 84873433011 scopus 로고    scopus 로고
    • Towards semantic knowledge propagation from text corpus to web images
    • G.-J. Qi, C. Aggarwal, and T. Huang. Towards semantic knowledge propagation from text corpus to web images. WWW '11, pages 297-306, 2011.
    • (2011) WWW '11 , pp. 297-306
    • Qi, G.-J.1    Aggarwal, C.2    Huang, T.3
  • 39
    • 36448986338 scopus 로고    scopus 로고
    • Towards automatic extraction of event and place semantics from ickr tags
    • ACM
    • T. Rattenbury, N. Good, and M. Naaman. Towards automatic extraction of event and place semantics from ickr tags. SIGIR, pages 103-110. ACM, 2007.
    • (2007) SIGIR , pp. 103-110
    • Rattenbury, T.1    Good, N.2    Naaman, M.3
  • 40
    • 57349196293 scopus 로고    scopus 로고
    • Flickr tag recommendation based on collective knowledge
    • ACM
    • B. Sigurbjö̈rnsson and R. van Zwol. Flickr tag recommendation based on collective knowledge. WWW'08, pages 327-336. ACM, 2008.
    • (2008) WWW'08 , pp. 327-336
    • Sigurbjö̈rnsson, B.1    Van Zwol, R.2
  • 41
    • 77950941535 scopus 로고    scopus 로고
    • Matchbox: Large scale online bayesian recommendations
    • ACM
    • D. Stern, R. Herbrich, and T. Graepel. Matchbox: large scale online bayesian recommendations. In Proc. World wide web, pages 111-120. ACM, 2009.
    • (2009) Proc. World Wide Web , pp. 111-120
    • Stern, D.1    Herbrich, R.2    Graepel, T.3
  • 42
    • 35148867982 scopus 로고    scopus 로고
    • Yago: A core of semantic knowledge
    • ACM
    • F. Suchanek, G. Kasneci, and G. Weikum. Yago: A core of semantic knowledge. In World Wide Web, pages 697-706. ACM, 2007.
    • (2007) World Wide Web , pp. 697-706
    • Suchanek, F.1    Kasneci, G.2    Weikum, G.3
  • 43
    • 72449199441 scopus 로고    scopus 로고
    • Inferring semantic concepts from community-contributed images and noisy tags
    • J. Tang, S. Yan, R. Hong, G.-J. Qi, and T.-S. Chua. Inferring semantic concepts from community-contributed images and noisy tags. In ACM Multimedia, pages 223-232, 2009.
    • (2009) ACM Multimedia , pp. 223-232
    • Tang, J.1    Yan, S.2    Hong, R.3    Qi, G.-J.4    Chua, T.-S.5
  • 44
    • 34748827346 scopus 로고    scopus 로고
    • Fast random walk with restart and its applications
    • IEEE
    • H. Tong, C. Faloutsos, and J. Pan. Fast random walk with restart and its applications. In ICDM. IEEE, 2006.
    • (2006) ICDM
    • Tong, H.1    Faloutsos, C.2    Pan, J.3
  • 47
    • 84871365765 scopus 로고    scopus 로고
    • Towards indexing representative images on the web
    • X.-J. Wang, Z. Xu, L. Zhang, C. Liu, and Y. Rui. Towards indexing representative images on the web. In ACM Multimedia, pages 1229-1238, 2012.
    • (2012) ACM Multimedia , pp. 1229-1238
    • Wang, X.-J.1    Xu, Z.2    Zhang, L.3    Liu, C.4    Rui, Y.5
  • 49
    • 84867117593 scopus 로고    scopus 로고
    • Wsabie: Scaling up to large vocabulary image annotation
    • AAAI Press
    • J. Weston, S. Bengio, and N. Usunier. Wsabie: Scaling up to large vocabulary image annotation. In Proc. IJCAI, pages 2764-2770. AAAI Press, 2011.
    • (2011) Proc. IJCAI , pp. 2764-2770
    • Weston, J.1    Bengio, S.2    Usunier, N.3
  • 50
    • 36849034452 scopus 로고    scopus 로고
    • Image region entropy: A measure of visualness of web images associated with one concept
    • K. Yanai and K. Barnard. Image region entropy: A measure of "visualness" of web images associated with one concept. In Proc. ACM Multimedia, pages 419{422, 2005.
    • (2005) Proc. ACM Multimedia , pp. 419-422
    • Yanai, K.1    Barnard, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.