{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T14:57:03Z","timestamp":1761490623251,"version":"3.41.2"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030007751"},{"type":"electronic","value":"9783030007768"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00776-8_21","type":"book-chapter","created":{"date-parts":[[2018,9,18]],"date-time":"2018-09-18T08:14:58Z","timestamp":1537258498000},"page":"223-234","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval"],"prefix":"10.1007","author":[{"given":"Jing","family":"Yu","sequence":"first","affiliation":[]},{"given":"Yuhang","family":"Lu","sequence":"additional","affiliation":[]},{"given":"Zengchang","family":"Qin","sequence":"additional","affiliation":[]},{"given":"Weifeng","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Yanbing","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Jianlong","family":"Tan","sequence":"additional","affiliation":[]},{"given":"Li","family":"Guo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,9,19]]},"reference":[{"unstructured":"Defferrard, M., Bresson, X., Vandergheynst, P.: Convolutional neural networks on graphs with fast localized spectral filtering. In: NIPS, pp. 3837\u20133845 (2016)","key":"21_CR1"},{"issue":"2","key":"21_CR2","first-page":"210","volume":"106","author":"Y Gong","year":"2014","unstructured":"Gong, Y., Ke, Q., Isard, M., Lazebnik, S.: A multi-view embedding space for internet images, tags, and their semantics. TPAMI 106(2), 210\u2013233 (2014)","journal-title":"TPAMI"},{"issue":"3","key":"21_CR3","first-page":"276","volume":"17","author":"C Kang","year":"2017","unstructured":"Kang, C., Xiang, S., Liao, S., Xu, C., Pan, C.: Learning consistent feature representation for cross-modal multimedia retrieval. TMM 17(3), 276\u2013288 (2017)","journal-title":"TMM"},{"doi-asserted-by":"crossref","unstructured":"Kim, Y.: Convolutional neural networks for sentence classification (2014). arXiv preprint arXiv:1408.5882","key":"21_CR4","DOI":"10.3115\/v1\/D14-1181"},{"unstructured":"Kipf, T.N., Welling, M.: Semi-supervised classification with graph convolutional networks. In: ICLR (2017)","key":"21_CR5"},{"key":"21_CR6","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1007\/978-3-319-66182-7_54","volume-title":"Medical Image Computing and Computer Assisted Intervention \u2212 MICCAI 2017","author":"Sofia Ira Ktena","year":"2017","unstructured":"Ktena, S.I., Parisot, S., Ferrante, E., Rajchl, M., Lee, M., Glocker, B., Rueckert, D.: Distance metric learning using graph convolutional networks: Application to functional brain networks (2017). arXiv. 1703.02161"},{"doi-asserted-by":"crossref","unstructured":"Kumar, B.G.V., Carneiro, G., Reid, I.: Learning local image descriptors with deep siamese and triplet convolutional networks by minimizing global loss functions. In: CVPR, pp. 5385\u20135394 (2016)","key":"21_CR7","DOI":"10.1109\/CVPR.2016.581"},{"issue":"11","key":"21_CR8","doi-asserted-by":"publisher","first-page":"2278","DOI":"10.1109\/5.726791","volume":"86","author":"Y Lecun","year":"1998","unstructured":"Lecun, Y., Bottou, L., Bengio, Y., Haffner, P.: Gradient-based learning applied to document recognition. IEEE 86(11), 2278\u20132324 (1998)","journal-title":"IEEE"},{"key":"21_CR9","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/11744085_2","volume-title":"Computer Vision \u2013 ECCV 2006","author":"Dahua Lin","year":"2006","unstructured":"Lin, D., Tang, X.: Inter-modality face recognition. In: ECCV, pp. 13\u201326 (2006)"},{"issue":"3","key":"21_CR10","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1109\/TPAMI.2013.142","volume":"36","author":"JC Pereira","year":"2014","unstructured":"Pereira, J.C., Coviello, E., Doyle, G., Rasiwasia, N., Lanckriet, G.R., Levy, R., Vasconcelos, N.: On the role of correlation and abstraction in cross-modal multimedia retrieval. TPAMI 36(3), 521\u2013535 (2014)","journal-title":"TPAMI"},{"issue":"4","key":"21_CR11","doi-asserted-by":"publisher","first-page":"1007","DOI":"10.1007\/s10044-015-0478-y","volume":"19","author":"Z Qin","year":"2016","unstructured":"Qin, Z., Yu, J., Cong, Y., Wan, T.: Topic correlation model for cross-modal multimedia information retrieval. Pattern Anal. Appl. 19(4), 1007\u20131022 (2016)","journal-title":"Pattern Anal. Appl."},{"doi-asserted-by":"crossref","unstructured":"Ranjan, V., Rasiwasia, N., Jawahar, C.V.: Multi-label cross-modal retrieval. In: ICCV, pp. 4094\u20134102 (2015)","key":"21_CR12","DOI":"10.1109\/ICCV.2015.466"},{"doi-asserted-by":"crossref","unstructured":"Rasiwasia, N., et al.: A new approach to cross-modal multimedia retrieval. In: ACM-MM, pp. 251\u2013260 (2010)","key":"21_CR13","DOI":"10.1145\/1873951.1873987"},{"doi-asserted-by":"crossref","unstructured":"Sharma, A., Kumar, A., Daume, H., Jacobs, D.W.: Generalized multiview analysis: a discriminative latent space. In: CVPR, pp. 2160\u20132167 (2012)","key":"21_CR14","DOI":"10.1109\/CVPR.2012.6247923"},{"unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. In: ICLR (2015)","key":"21_CR15"},{"doi-asserted-by":"crossref","unstructured":"Wang, C., Song, Y., Li, H., Zhang, M., Han, J.: Text classification with heterogeneous information network kernels. In: AAAI, pp. 2130\u20132136 (2016)","key":"21_CR16","DOI":"10.1609\/aaai.v30i1.10297"},{"issue":"10","key":"21_CR17","doi-asserted-by":"publisher","first-page":"2010","DOI":"10.1109\/TPAMI.2015.2505311","volume":"38","author":"K Wang","year":"2016","unstructured":"Wang, K., He, R., Wang, L., Wang, W., Tan, T.: Joint feature selection and subspace learning for cross-modal retrieval. TPAMI 38(10), 2010\u20132023 (2016)","journal-title":"TPAMI"},{"doi-asserted-by":"crossref","unstructured":"Wang, K., He, R., Wang, W., Wang, L., Tan, T.: Learning coupled feature spaces for cross-modal matching. In: ICCV, pp. 2088\u20132095 (2013)","key":"21_CR18","DOI":"10.1109\/ICCV.2013.261"},{"doi-asserted-by":"crossref","unstructured":"Wang, L., Li, Y., Lazebnik, S.: Learning deep structure-preserving image-text embeddings. In: CVPR, pp. 5005\u20135013 (2016)","key":"21_CR19","DOI":"10.1109\/CVPR.2016.541"},{"unstructured":"Yu, J., Cong, Y., Qin, Z., Wan, T.: Cross-modal topic correlations for multimedia retrieval. In: ICPR, pp. 246\u2013249 (2012)","key":"21_CR20"},{"unstructured":"Zaremba, W., Sutskever, I., Vinyals, O.: Recurrent neural network regularization (2014). arXiv preprint arXiv:1409.2329","key":"21_CR21"},{"doi-asserted-by":"crossref","unstructured":"Zhang, L., Ma, B., He, J., Li, G., Huang, Q., Tian, Q.: Adaptively unified semi-supervised learning for cross-modal retrieval. In: IJCAI, pp. 3406\u20133412 (2017)","key":"21_CR22","DOI":"10.24963\/ijcai.2017\/476"}],"container-title":["Lecture Notes in Computer Science","Advances in Multimedia Information Processing \u2013 PCM 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00776-8_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,7]],"date-time":"2025-07-07T18:28:56Z","timestamp":1751912936000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-00776-8_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030007751","9783030007768"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00776-8_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"19 September 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PCM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific Rim Conference on Multimedia","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hefei","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pcm2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/pcm2018.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}