{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T22:14:27Z","timestamp":1743027267607,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":20,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819605699"},{"type":"electronic","value":"9789819605705"}],"license":[{"start":{"date-parts":[[2024,11,30]],"date-time":"2024-11-30T00:00:00Z","timestamp":1732924800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,30]],"date-time":"2024-11-30T00:00:00Z","timestamp":1732924800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-981-96-0570-5_1","type":"book-chapter","created":{"date-parts":[[2024,11,30]],"date-time":"2024-11-30T00:46:52Z","timestamp":1732927612000},"page":"3-16","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Research on\u00a0Micro-videos Recommendation Method Integrating Multimodal Data and\u00a0User Multi-behavior"],"prefix":"10.1007","author":[{"given":"Wangwang","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Baojun","family":"Tian","sequence":"additional","affiliation":[]},{"given":"Tengjiao","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Lu","family":"Yuan","sequence":"additional","affiliation":[]},{"given":"Meng","family":"Jiang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,11,30]]},"reference":[{"key":"1_CR1","doi-asserted-by":"publisher","first-page":"2761","DOI":"10.1109\/TMM.2022.3151026","volume":"25","author":"D Cai","year":"2022","unstructured":"Cai, D., Qian, S., Fang, Q., Hu, J., Ding, W., Xu, C.: Heterogeneous graph contrastive learning network for personalized micro-video recommendation. IEEE Trans. Multimedia 25, 2761\u20132773 (2022)","journal-title":"IEEE Trans. Multimedia"},{"key":"1_CR2","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1109\/TMM.2021.3059508","volume":"24","author":"D Cai","year":"2021","unstructured":"Cai, D., Qian, S., Fang, Q., Xu, C.: Heterogeneous hierarchical feature aggregation network for personalized micro-video recommendation. IEEE Trans. Multimedia 24, 805\u2013818 (2021)","journal-title":"IEEE Trans. Multimedia"},{"key":"1_CR3","doi-asserted-by":"crossref","unstructured":"Chang, J., et al.: Sequential recommendation with graph neural networks. In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 378\u2013387 (2021)","DOI":"10.1145\/3404835.3462968"},{"key":"1_CR4","doi-asserted-by":"crossref","unstructured":"Chen, C., et al.: Graph heterogeneous multi-relational recommendation. In: Proceedings of the AAAI Conference on Artificial Intelligence. vol.\u00a035, pp. 3958\u20133966 (2021)","DOI":"10.1609\/aaai.v35i5.16515"},{"key":"1_CR5","unstructured":"Gampa, P., Javadi, F., Bayar, B., Yessenalina, A.: Multi-task learning for reduced popularity bias in multi-territory video recommendations. arXiv preprint arXiv:2310.03148 (2023)"},{"key":"1_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111841","volume":"295","author":"P Gu","year":"2024","unstructured":"Gu, P., Hu, H., Xu, G.: Modeling multi-behavior sequence via HyperGRU contrastive network for micro-video recommendation. Knowl.-Based Syst. 295, 111841 (2024)","journal-title":"Knowl.-Based Syst."},{"issue":"4","key":"1_CR7","doi-asserted-by":"publisher","first-page":"1045","DOI":"10.1007\/s11280-020-00858-z","volume":"24","author":"Y Han","year":"2021","unstructured":"Han, Y., Gu, P., Gao, W., Xu, G., Wu, J.: Aspect-level sentiment capsule network for micro-video click-through rate prediction. World Wide Web 24(4), 1045\u20131064 (2021)","journal-title":"World Wide Web"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Hershey, S., et\u00a0al.: CNN architectures for large-scale audio classification. In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 131\u2013135. IEEE (2017)","DOI":"10.1109\/ICASSP.2017.7952132"},{"key":"1_CR9","doi-asserted-by":"crossref","unstructured":"Hu, F., Chen, A., Wang, Z., Zhou, F., Dong, J., Li, X.: Lightweight attentional feature fusion: A new baseline for text-to-video retrieval (2022). https:\/\/arxiv.org\/abs\/2112.01832","DOI":"10.1007\/978-3-031-19781-9_26"},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"Hu, J., Liu, Y., Zhao, J., Jin, Q.: MMGCN: Multimodal fusion via deep graph convolution network for emotion recognition in conversation (2021). https:\/\/arxiv.org\/abs\/2107.06779","DOI":"10.18653\/v1\/2021.acl-long.440"},{"key":"1_CR11","unstructured":"Khadka, P., Lamichhane, P.: Content-based recommendation engine for video streaming platform. arXiv preprint arXiv:2308.08406 (2023)"},{"key":"1_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111813","volume":"295","author":"M Li","year":"2024","unstructured":"Li, M., Ma, W., Chu, Z.: KGIE: knowledge graph convolutional network for recommender system with interactive embedding. Knowl.-Based Syst. 295, 111813 (2024)","journal-title":"Knowl.-Based Syst."},{"issue":"2","key":"1_CR13","first-page":"1","volume":"42","author":"H Liu","year":"2023","unstructured":"Liu, H., Wei, Y., Liu, F., Wang, W., Nie, L., Chua, T.S.: Dynamic multimodal fusion via meta-learning towards micro-video recommendation. ACM Trans. Inf. Syst. 42(2), 1\u201326 (2023)","journal-title":"ACM Trans. Inf. Syst."},{"key":"1_CR14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.126938","volume":"563","author":"K Liu","year":"2024","unstructured":"Liu, K., Wang, J., Zhang, X.: Debiased momentum contrastive learning for multimodal video similarity measures. Neurocomputing 563, 126938 (2024)","journal-title":"Neurocomputing"},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Mao, K., Zhu, J., Xiao, X., Lu, B., Wang, Z., He, X.: UltraGCN: ultra simplification of graph convolutional networks for recommendation. In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp. 1253\u20131262 (2021)","DOI":"10.1145\/3459637.3482291"},{"key":"1_CR16","doi-asserted-by":"crossref","unstructured":"Pan, Y., et al.: Understanding and modeling passive-negative feedback for short-video sequential recommendation. In: Proceedings of the 17th ACM Conference on Recommender Systems, pp. 540\u2013550 (2023)","DOI":"10.1145\/3604915.3608814"},{"key":"1_CR17","doi-asserted-by":"crossref","unstructured":"Pan, Y., et al.: Learning and optimization of implicit negative feedback for industrial short-video recommender system. In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, pp. 4787\u20134793 (2023)","DOI":"10.1145\/3583780.3615482"},{"key":"1_CR18","doi-asserted-by":"crossref","unstructured":"Wang, X., Xu, T., Wu, S.: SGAT: scene graph attention network for video recommendation. In: Proceedings of the 2023 5th International Conference on Image, Video and Signal Processing, pp. 117\u2013125 (2023)","DOI":"10.1145\/3591156.3591173"},{"key":"1_CR19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.123436","volume":"248","author":"J Zhang","year":"2024","unstructured":"Zhang, J., Ma, W.: Hybrid structural graph attention network for poi recommendation. Expert Syst. Appl. 248, 123436 (2024)","journal-title":"Expert Syst. Appl."},{"key":"1_CR20","doi-asserted-by":"crossref","unstructured":"Zhao, H., Zhang, L., Xu, J., Cai, G., Dong, Z., Wen, J.R.: Uncovering user interest from biased and noised watch time in video recommendation. In: Proceedings of the 17th ACM Conference on Recommender Systems, pp. 528\u2013539 (2023)","DOI":"10.1145\/3604915.3608797"}],"container-title":["Lecture Notes in Computer Science","Web Information Systems Engineering \u2013 WISE 2024"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-96-0570-5_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,30]],"date-time":"2024-11-30T01:02:47Z","timestamp":1732928567000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-96-0570-5_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,30]]},"ISBN":["9789819605699","9789819605705"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-981-96-0570-5_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024,11,30]]},"assertion":[{"value":"30 November 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"WISE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Web Information Systems Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Doha","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Qatar","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"wise2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/wise2024-qatar.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}