{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T01:44:10Z","timestamp":1787017450551,"version":"3.56.0"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T00:00:00Z","timestamp":1665360000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Beijing Natural Science Foundation","award":["L182034"],"award-info":[{"award-number":["L182034"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61802022\/61802027"],"award-info":[{"award-number":["61802022\/61802027"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Industrial Internet Innovation and Development Action Plan Project","award":["TC210A02K"],"award-info":[{"award-number":["TC210A02K"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,10]]},"DOI":"10.1145\/3503161.3551607","type":"proceedings-article","created":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T11:42:46Z","timestamp":1665402166000},"page":"7200-7204","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["An Efficient Multi-View Multimodal Data Processing Framework for Social Media Popularity Prediction"],"prefix":"10.1145","author":[{"given":"YunPeng","family":"Tan","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fangyu","family":"Liu","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"BoWei","family":"Li","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bo","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,10,10]]},"reference":[{"key":"e_1_3_2_2_1_1","article-title":"Latent dirichlet allocation","volume":"3","author":"Blei David M","year":"2003","unstructured":"David M Blei , Andrew Y Ng , and Michael I Jordan . 2003 . Latent dirichlet allocation . Journal of machine Learning research , 3 , Jan, 993--1022. David M Blei, Andrew Y Ng, and Michael I Jordan. 2003. Latent dirichlet allocation. Journal of machine Learning research, 3, Jan, 993--1022.","journal-title":"Journal of machine Learning research"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00051"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3356072"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_2_5_1","unstructured":"Krzysztof Choromanski et al. 2020. Rethinking attention with performers. arXiv preprint arXiv:2009.14794.  Krzysztof Choromanski et al. 2020. Rethinking attention with performers. arXiv preprint arXiv:2009.14794."},{"key":"e_1_3_2_2_6_1","unstructured":"Jacob Devlin Ming-Wei Chang Kenton Lee and Kristina Toutanova. 2018. Bert: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805.  Jacob Devlin Ming-Wei Chang Kenton Lee and Kristina Toutanova. 2018. Bert: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805."},{"key":"e_1_3_2_2_7_1","unstructured":"Alexey Dosovitskiy et al. 2010. An image is worth 16x16 words: transformers for image recognition at scale. arxiv 2020. arXiv preprint arXiv:2010.11929.  Alexey Dosovitskiy et al. 2010. An image is worth 16x16 words: transformers for image recognition at scale. arxiv 2020. arXiv preprint arXiv:2010.11929."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806361"},{"key":"e_1_3_2_2_9_1","series-title":"SIAM review, 53, 2, 217--288","volume-title":"Finding structure with randomness: probabilistic algorithms for constructing approximate matrix decompositions","author":"Halko Nathan","unstructured":"Nathan Halko , Per-Gunnar Martinsson , and Joel A Tropp . 2011. Finding structure with randomness: probabilistic algorithms for constructing approximate matrix decompositions . SIAM review, 53, 2, 217--288 . Nathan Halko, Per-Gunnar Martinsson, and Joel A Tropp. 2011. Finding structure with randomness: probabilistic algorithms for constructing approximate matrix decompositions. SIAM review, 53, 2, 217--288."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"crossref","unstructured":"Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka and Richard Socher. 2016. A joint many-task model: growing a neural network for multiple nlp tasks. arXiv preprint arXiv:1611.01587.  Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka and Richard Socher. 2016. A joint many-task model: growing a neural network for multiple nlp tasks. arXiv preprint arXiv:1611.01587.","DOI":"10.18653\/v1\/D17-1206"},{"key":"e_1_3_2_2_11_1","unstructured":"Benjamin Heinzerling and Michael Strube. 2017. Bpemb: tokenization-free pre- trained subword embeddings in 275 languages. arXiv preprint arXiv:1710.02187.  Benjamin Heinzerling and Michael Strube. 2017. Bpemb: tokenization-free pre- trained subword embeddings in 275 languages. arXiv preprint arXiv:1710.02187."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3416273"},{"key":"e_1_3_2_2_13_1","unstructured":"Junnan Li Ramprasaath Selvaraju Akhilesh Gotmare Shafiq Joty Caiming Xiong and Steven Chu Hong Hoi. 2021. Align before fuse: vision and language representation learning with momentum distillation. Advances in neural information processing systems 34 9694--9705.  Junnan Li Ramprasaath Selvaraju Akhilesh Gotmare Shafiq Joty Caiming Xiong and Steven Chu Hong Hoi. 2021. Align before fuse: vision and language representation learning with momentum distillation. Advances in neural information processing systems 34 9694--9705."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3136552"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00218"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3127897"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01058"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"crossref","unstructured":"Gerard Salton and Christopher Buckley. 1988. Term-weighting approaches in automatic text retrieval. Information processing & management 24 5 513--523.  Gerard Salton and Christopher Buckley. 1988. Term-weighting approaches in automatic text retrieval. Information processing & management 24 5 513--523.","DOI":"10.1016\/0306-4573(88)90021-0"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.3390\/axioms10030159"},{"key":"e_1_3_2_2_21_1","unstructured":"Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez Lukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. Advances in neural information processing systems 30.  Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez Lukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. Advances in neural information processing systems 30."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3416294"},{"key":"e_1_3_2_2_23_1","unstructured":"Sinong Wang Belinda Z Li Madian Khabsa Han Fang and Hao Ma. 2020. Lin-former: self-attention with linear complexity. arXiv preprint arXiv:2006.04768.  Sinong Wang Belinda Z Li Madian Khabsa Han Fang and Hao Ma. 2020. Lin-former: self-attention with linear complexity. arXiv preprint arXiv:2006.04768."},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"crossref","unstructured":"Wen Wang Wei Zhang Jun Wang Junchi Yan and Hongyuan Zha. 2018. Learning sequential correlation for user generated textual content popularity prediction. In IJCAI 1625--1631.  Wen Wang Wei Zhang Jun Wang Junchi Yan and Hongyuan Zha. 2018. Learning sequential correlation for user generated textual content popularity prediction. In IJCAI 1625--1631.","DOI":"10.24963\/ijcai.2018\/225"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3356084"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/427"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9970"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01522"}],"event":{"name":"MM '22: The 30th ACM International Conference on Multimedia","location":"Lisboa Portugal","acronym":"MM '22","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 30th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3551607","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3503161.3551607","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T13:49:18Z","timestamp":1750168158000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3503161.3551607"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,10]]},"references-count":28,"alternative-id":["10.1145\/3503161.3551607","10.1145\/3503161"],"URL":"https:\/\/doi.org\/10.1145\/3503161.3551607","relation":{},"subject":[],"published":{"date-parts":[[2022,10,10]]},"assertion":[{"value":"2022-10-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}