{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T03:24:06Z","timestamp":1752549846595},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319615417"},{"type":"electronic","value":"9783319615424"}],"license":[{"start":{"date-parts":[[2017,7,5]],"date-time":"2017-07-05T00:00:00Z","timestamp":1499212800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-61542-4_23","type":"book-chapter","created":{"date-parts":[[2017,7,4]],"date-time":"2017-07-04T08:02:27Z","timestamp":1499155347000},"page":"242-253","source":"Crossref","is-referenced-by-count":4,"title":["Movie Recommendation Based on Visual Features of Trailers"],"prefix":"10.1007","author":[{"given":"Yaning","family":"Fan","sequence":"first","affiliation":[]},{"given":"Ying","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Huan","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Baoling","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,7,5]]},"reference":[{"key":"23_CR1","unstructured":"Abu-El-Haija, S., Kothari, N., Lee, J., Natsev, P., Toderici, G., Varadarajan, B., Vijayanarasimhan, S.: Youtube-8M: a large-scale video classification benchmark. arXiv preprint \narXiv:1609.08675\n\n (2016)"},{"key":"23_CR2","doi-asserted-by":"crossref","unstructured":"Cheng, R., Tang, B.: A music recommendation system based on acoustic features and user personalities. In: Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 203\u2013213. Springer International Publishing (2016)","DOI":"10.1007\/978-3-319-42996-0_17"},{"issue":"23","key":"23_CR3","doi-asserted-by":"crossref","first-page":"9284","DOI":"10.1016\/j.eswa.2015.08.029","volume":"42","author":"S Deng","year":"2015","unstructured":"Deng, S., Wang, D., Li, X., Xu, G.: Exploring user emotion in microblogs for music recommendation. Expert Syst. Appl. 42(23), 9284\u20139293 (2015)","journal-title":"Expert Syst. Appl."},{"key":"23_CR4","doi-asserted-by":"crossref","unstructured":"Hariri, N., Mobasher, B., Burke, R.: Context-aware music recommendation based on latent topic sequential patterns. In: Proceedings of the Sixth ACM Conference on Recommender Systems, pp. 131\u2013138. ACM (2012)","DOI":"10.1145\/2365952.2365979"},{"key":"23_CR5","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"23_CR6","doi-asserted-by":"crossref","unstructured":"Karpathy, A., Fei-Fei, L.: Deep visual-semantic alignments for generating image descriptions. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3128\u20133137 (2015)","DOI":"10.1109\/CVPR.2015.7298932"},{"key":"23_CR7","doi-asserted-by":"crossref","unstructured":"Kim, D., Park, C., Oh, J., Lee, S., Yu, H.: Convolutional matrix factorization for document context-aware recommendation. In: Proceedings of the 10th ACM Conference on Recommender Systems, pp. 233\u2013240. ACM (2016)","DOI":"10.1145\/2959100.2959165"},{"issue":"8","key":"23_CR8","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y Koren","year":"2009","unstructured":"Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer 42(8), 30\u201337 (2009)","journal-title":"Computer"},{"key":"23_CR9","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: ImageNet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems, pp. 1097\u20131105 (2012)"},{"issue":"11","key":"23_CR10","doi-asserted-by":"crossref","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. Proc. IEEE 86(11), 2278\u20132324 (1998)","journal-title":"Proc. IEEE"},{"key":"23_CR11","doi-asserted-by":"crossref","unstructured":"Pan, P., Xu, Z., Yang, Y., Wu, F., Zhuang, Y.: Hierarchical recurrent neural encoder for video representation with application to captioning. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1029\u20131038 (2016)","DOI":"10.1109\/CVPR.2016.117"},{"key":"23_CR12","unstructured":"Mnih, A., Salakhutdinov, R.R.: Probabilistic matrix factorization. In: Advances in neural information processing systems, pp. 1257\u20131264 (2008)"},{"key":"23_CR13","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. arXiv preprint \narXiv:1409.1556\n\n (2014)"},{"key":"23_CR14","doi-asserted-by":"crossref","unstructured":"Szegedy, C., Liu, W., Jia, Y., Sermanet, P., Reed, S., Anguelov, D., Erhan, D., Vanhoucke, V., Rabinovich, A.: Going deeper with convolutions. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1\u20139 (2015)","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"23_CR15","doi-asserted-by":"crossref","unstructured":"Szegedy, C., Vanhoucke, V., Ioffe, S., Shlens, J., Wojna, Z.: Rethinking the inception architecture for computer vision. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2818\u20132826 (2016)","DOI":"10.1109\/CVPR.2016.308"},{"key":"23_CR16","doi-asserted-by":"crossref","unstructured":"Vinyals, O., Toshev, A., Bengio, S., Erhan, D.: Show and tell: a neural image caption generator. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3156\u20133164 (2015)","DOI":"10.1109\/CVPR.2015.7298935"},{"key":"23_CR17","doi-asserted-by":"crossref","unstructured":"Yu, H., Wang, J., Huang, Z., Yang, Y., Xu, W.: Video paragraph captioning using hierarchical recurrent neural networks. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 4584\u20134593 (2016)","DOI":"10.1109\/CVPR.2016.496"},{"key":"23_CR18","unstructured":"Zhao, L., Lu, Z., Pan, S.J., Yang, Q.: Matrix factorization+ for movie recommendation. In: IJCAI 2016, New York, USA (2016)"},{"issue":"5","key":"23_CR19","doi-asserted-by":"crossref","first-page":"1147","DOI":"10.1109\/TKDE.2015.2508816","volume":"28","author":"WX Zhao","year":"2016","unstructured":"Zhao, W.X., Li, S., He, Y., Chang, E.Y., Wen, J.R., Li, X.: Connecting social media to e-commerce: cold-start product recommendation using microblogging information. IEEE Trans. Knowl. Data Eng. 28(5), 1147\u20131159 (2016)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"3","key":"23_CR20","first-page":"29","volume":"10","author":"WX Zhao","year":"2016","unstructured":"Zhao, W.X., Wang, J., He, Y., Wen, J.R., Chang, E.Y., Li, X.: Mining product adopter information from online reviews for improving product recommendation. ACM Trans. Knowl. Discov. Data (TKDD) 10(3), 29 (2016)","journal-title":"ACM Trans. Knowl. Discov. Data (TKDD)"}],"container-title":["Advances in Intelligent Systems and Computing","Innovative Mobile and Internet Services in Ubiquitous Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-61542-4_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,7,4]],"date-time":"2017-07-04T08:12:37Z","timestamp":1499155957000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-61542-4_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7,5]]},"ISBN":["9783319615417","9783319615424"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-61542-4_23","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2017,7,5]]}}}