{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:14:21Z","timestamp":1750220061374,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":9,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,9,23]],"date-time":"2022-09-23T00:00:00Z","timestamp":1663891200000},"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":[[2022,9,23]]},"DOI":"10.1145\/3568199.3568205","type":"proceedings-article","created":{"date-parts":[[2023,3,6]],"date-time":"2023-03-06T12:14:02Z","timestamp":1678104842000},"page":"41-47","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Transformer Recommendation Machine for Rate Prediction"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6591-9806","authenticated-orcid":false,"given":"Xuyang","family":"Jin","sequence":"first","affiliation":[{"name":"Department of Data Science, University of Southapmton, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9373-7487","authenticated-orcid":false,"given":"Jiyang","family":"Shen","sequence":"additional","affiliation":[{"name":"Department of Electronic Commerce, Wuhan University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9350-4210","authenticated-orcid":false,"given":"Tongyuan","family":"Miao","sequence":"additional","affiliation":[{"name":"Jiangsu Province Liangfeng High School, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2622-1242","authenticated-orcid":false,"given":"Yingjie","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Statistics, UCD, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,3,6]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"198","volume-title":"RecSys - Proc. 10th ACM Conf. Recomm. Syst.","author":"Convington P.","year":"2016","unstructured":"P. Convington , J. Adam , E. Sargin . \u201c Deep Neural Networks for YouTube Recommendations ,\u201d In RecSys - Proc. 10th ACM Conf. Recomm. Syst. , pp. 191\u2013 198 , 2016 . P. Convington, J. Adam, E. Sargin. \u201cDeep Neural Networks for YouTube Recommendations,\u201d In RecSys - Proc. 10th ACM Conf. Recomm. Syst., pp. 191\u2013198, 2016."},{"key":"e_1_3_2_1_2_1","volume-title":"\u201cAttentional Factorization Machines","author":"Xiao J.","year":"2017","unstructured":"J. Xiao ,\u00a0 H. Ye ,\u00a0 X. He \u201cAttentional Factorization Machines ,\u201d arXiv:1708.04617, 2017 . J. Xiao,\u00a0H. Ye,\u00a0X. He \u201cAttentional Factorization Machines,\u201d arXiv:1708.04617, 2017."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219823"},{"key":"e_1_3_2_1_4_1","first-page":"1","volume-title":"\u201cBehavior Sequence Transformer for E-commerce Recommendation in Alibaba","author":"Chen Q.","year":"2019","unstructured":"Q. Chen , H. Zhao , W. Li \u201cBehavior Sequence Transformer for E-commerce Recommendation in Alibaba ,\u201d arXiv ( USA) , pp. 1 - 4 , 2019 . Q. Chen, H. Zhao, W. Li \u201cBehavior Sequence Transformer for E-commerce Recommendation in Alibaba,\u201d arXiv (USA), pp. 1-4, 2019."},{"key":"e_1_3_2_1_5_1","first-page":"2204","volume-title":"Adv. neural inf. proces. syst.","author":"Mnih V.","year":"2014","unstructured":"V. Mnih , N. Heess , A. Graves . \u201c Recurrent Models of Visual Attention ,\u201d In Adv. neural inf. proces. syst. , vol. 3 , pp. 2204 - 2212 , 2014 . V. Mnih, N. Heess, A. Graves. \u201cRecurrent Models of Visual Attention,\u201d In Adv. neural inf. proces. syst., vol. 3, pp. 2204-2212, 2014."},{"key":"e_1_3_2_1_6_1","volume-title":"Int. Conf. Learn. Represent., ICLR - Conf. Track Proc.","author":"Bahdanau D.","year":"2014","unstructured":"D. Bahdanau ,\u00a0 K. Cho ,\u00a0 Y. Bengio . \u201c Neural Machine Translation by Jointly Learning to Align and Translate ,\u201d In Int. Conf. Learn. Represent., ICLR - Conf. Track Proc. , 2014 . D. Bahdanau,\u00a0K. Cho,\u00a0Y. Bengio. \u201cNeural Machine Translation by Jointly Learning to Align and Translate,\u201d In Int. Conf. Learn. Represent., ICLR - Conf. Track Proc., 2014."},{"key":"e_1_3_2_1_7_1","first-page":"6000","volume-title":"International Conference on Neural information Processing Systems","author":"Ashish Vaswani N. S. N. P. J. U. L. J. A. N. G. L. K. I. P.","year":"2017","unstructured":"N. S. N. P. J. U. L. J. A. N. G. L. K. I. P. Ashish Vaswani . \u201c Attention Is All You Need ,\u201d International Conference on Neural information Processing Systems , pp. 6000 - 6010 , 2017 . N. S. N. P. J. U. L. J. A. N. G. L. K. I. P. Ashish Vaswani. \u201cAttention Is All You Need,\u201d International Conference on Neural information Processing Systems, pp. 6000-6010, 2017."},{"key":"e_1_3_2_1_8_1","volume-title":"ACM Transactions on Interactive Intelligent Systems","author":"Konstan F. M. H.","year":"2015","unstructured":"F. M. H. a. J. A. Konstan , \u201c The MovieLens Datasets: History and Context ,\u201d ACM Transactions on Interactive Intelligent Systems , 2015 . F. M. H. a. J. A. Konstan, \u201cThe MovieLens Datasets: History and Context,\u201d ACM Transactions on Interactive Intelligent Systems, 2015."},{"key":"e_1_3_2_1_9_1","volume-title":"ICLR","author":"Adam D. K.","year":"2015","unstructured":"D. K. a. J. B. Adam , \u201cA method for stochastic optimization ,\u201d ICLR , 2015 . D. K. a. J. B. Adam, \u201cA method for stochastic optimization,\u201d ICLR, 2015."}],"event":{"name":"MLMI 2022: 2022 5th International Conference on Machine Learning and Machine Intelligence","acronym":"MLMI 2022","location":"Hangzhou China"},"container-title":["2022 5th International Conference on Machine Learning and Machine Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3568199.3568205","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3568199.3568205","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:08:43Z","timestamp":1750183723000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3568199.3568205"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,23]]},"references-count":9,"alternative-id":["10.1145\/3568199.3568205","10.1145\/3568199"],"URL":"https:\/\/doi.org\/10.1145\/3568199.3568205","relation":{},"subject":[],"published":{"date-parts":[[2022,9,23]]},"assertion":[{"value":"2023-03-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}