{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T15:15:22Z","timestamp":1770909322186,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T00:00:00Z","timestamp":1602460800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,10,12]]},"DOI":"10.1145\/3394171.3416274","type":"proceedings-article","created":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T12:26:25Z","timestamp":1602505585000},"page":"4580-4584","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":36,"title":["Multimodal Deep Learning for Social Media Popularity Prediction With Attention Mechanism"],"prefix":"10.1145","author":[{"given":"Kele","family":"Xu","sequence":"first","affiliation":[{"name":"National University of Defense Technology, Changsha, China"}]},{"given":"Zhimin","family":"Lin","sequence":"additional","affiliation":[{"name":"Chongqing University of Posts and Telecommunications, Chongqing, China"}]},{"given":"Jianqiao","family":"Zhao","sequence":"additional","affiliation":[{"name":"Changsha University of Science and Technology, Changsha, China"}]},{"given":"Peicang","family":"Shi","sequence":"additional","affiliation":[{"name":"National University of Defense Technology, Changsha, China"}]},{"given":"Wei","family":"Deng","sequence":"additional","affiliation":[{"name":"Southwestern University of Finance and Economics, Chongqing, China"}]},{"given":"Huaimin","family":"Wang","sequence":"additional","affiliation":[{"name":"National University of Defense Technology, Changsha, China"}]}],"member":"320","published-online":{"date-parts":[[2020,10,12]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"crossref","unstructured":"Tadas Baltruvs aitis Chaitanya Ahuja and Louis-Philippe Morency. 2018. Multimodal machine learning: A survey and taxonomy. IEEE transactions on pattern analysis and machine intelligence Vol. 41 2 (2018) 423--443.  Tadas Baltruvs aitis Chaitanya Ahuja and Louis-Philippe Morency. 2018. Multimodal machine learning: A survey and taxonomy. IEEE transactions on pattern analysis and machine intelligence Vol. 41 2 (2018) 423--443.","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487788.2487877"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00309"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.12.039"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3356072"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_2_7_1","first-page":"032","article-title":"Social media event detection and content-based retrieval","volume":"10","author":"Codella Noel C","year":"2018","journal-title":"US Patent"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351007"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3356062"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/941"},{"key":"e_1_3_2_2_11_1","unstructured":"Liang Gao Kele Xu Huaimin Wang and Yuxing Peng. 2020. Multi-Representation Knowledge Distillation For Audio Classification. arXiv preprint arXiv:2002.09607 (2020).  Liang Gao Kele Xu Huaimin Wang and Yuxing Peng. 2020. Multi-Representation Knowledge Distillation For Audio Classification. arXiv preprint arXiv:2002.09607 (2020)."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806361"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298928"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3356054"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3127903"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3266443"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3127894"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE-TW.2016.7521017"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3266439"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3356060"},{"key":"e_1_3_2_2_21_1","volume-title":"Lightgbm: A highly efficient gradient boosting decision tree. In Advances in neural information processing systems. 3146--3154.","author":"Ke Guolin","year":"2017"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2567996"},{"key":"e_1_3_2_2_23_1","unstructured":"Qingchao Kong Wenji Mao Guandan Chen and Daniel Zeng. 2018. Exploring trends and patterns of popularity stage evolution in social media. IEEE Transactions on Systems Man and Cybernetics: Systems (2018).  Qingchao Kong Wenji Mao Guandan Chen and Daniel Zeng. 2018. Exploring trends and patterns of popularity stage evolution in social media. IEEE Transactions on Systems Man and Cybernetics: Systems (2018)."},{"key":"e_1_3_2_2_24_1","volume-title":"Visual Content Indexing and Retrieval with Psycho-Visual Models","author":"Callet Patrick Le"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3266438"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3127902"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803461"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-013-0309-1"},{"key":"e_1_3_2_2_29_1","volume-title":"Twelfth International AAAI Conference on Web and Social Media.","author":"Mishra Swapnil","year":"2018"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2017.2705068"},{"key":"e_1_3_2_2_31_1","unstructured":"Liudmila Prokhorenkova Gleb Gusev Aleksandr Vorobev Anna Veronika Dorogush and Andrey Gulin. 2018. CatBoost: unbiased boosting with categorical features. In Advances in neural information processing systems. 6638--6648.  Liudmila Prokhorenkova Gleb Gusev Aleksandr Vorobev Anna Veronika Dorogush and Andrey Gulin. 2018. CatBoost: unbiased boosting with categorical features. In Advances in neural information processing systems. 6638--6648."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052650"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2013.2265079"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3084139"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2016.2635589"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.indmarman.2016.07.006"},{"key":"e_1_3_2_2_37_1","unstructured":"Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in neural information processing systems. 5998--6008.  Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in neural information processing systems. 5998--6008."},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23284"},{"key":"e_1_3_2_2_39_1","unstructured":"Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang and Qiuqiang Kong. 2018. Sample mixed-based data augmentation for domestic audio tagging. arXiv preprint arXiv:1808.03883 (2018).  Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang and Qiuqiang Kong. 2018. Sample mixed-based data augmentation for domestic audio tagging. arXiv preprint arXiv:1808.03883 (2018)."},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3356084"},{"key":"e_1_3_2_2_41_1","volume-title":"Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks. In International Joint Conference on Artificial Intelligence (IJCAI)","author":"Wu Bo","year":"2017"},{"key":"e_1_3_2_2_42_1","volume-title":"Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI).","author":"Wu Bo"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1121\/1.5111059"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.3008832"}],"event":{"name":"MM '20: The 28th ACM International Conference on Multimedia","location":"Seattle WA USA","acronym":"MM '20","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 28th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394171.3416274","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394171.3416274","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:24Z","timestamp":1750197684000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394171.3416274"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,12]]},"references-count":44,"alternative-id":["10.1145\/3394171.3416274","10.1145\/3394171"],"URL":"https:\/\/doi.org\/10.1145\/3394171.3416274","relation":{},"subject":[],"published":{"date-parts":[[2020,10,12]]},"assertion":[{"value":"2020-10-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}