{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T10:35:08Z","timestamp":1784284508141,"version":"3.55.0"},"reference-count":31,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001869","name":"Academia Sinica","doi-asserted-by":"publisher","award":["AS-TP-107-M05"],"award-info":[{"award-number":["AS-TP-107-M05"]}],"id":[{"id":"10.13039\/501100001869","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology Taiwan","doi-asserted-by":"publisher","award":["109-2221-E-006-173"],"award-info":[{"award-number":["109-2221-E-006-173"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology Taiwan","doi-asserted-by":"publisher","award":["109-2636-E-006-017"],"award-info":[{"award-number":["109-2636-E-006-017"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tkde.2021.3079496","type":"journal-article","created":{"date-parts":[[2021,5,14]],"date-time":"2021-05-14T19:50:51Z","timestamp":1621021851000},"page":"1-1","source":"Crossref","is-referenced-by-count":51,"title":["FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks"],"prefix":"10.1109","author":[{"given":"Yi-Ling","family":"Hsu","sequence":"first","affiliation":[{"name":"Master Program in Statistics, National Taiwan University, 33561 Taipei, Taipei, Taiwan, (e-mail: sally990482@gmail.com)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu-Che","family":"Tsai","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National Taiwan University, 33561 Taipei, Taipei, Taiwan, (e-mail: roytsai27@gmail.com)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cheng-Te","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Data Science, National Cheng Kung University, 34912 Tainan, TW - Taiwan, Taiwan, 710 (e-mail: reliefli@gmail.com)"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.resourpol.2010.05.003"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3158369"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330896"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2307\/1912773"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/810"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3309547"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186058"},{"key":"ref15","article-title":"HATS: A hierarchical graph attention network for stock movement prediction","author":"kim","year":"2019"},{"key":"ref16","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref17","first-page":"3734","article-title":"Self-attention graph pooling","author":"lee","year":"2019","journal-title":"Proc 36th Int Conf Mach Learn"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403262"},{"key":"ref19","first-page":"454","article-title":"Stock price prediction using attention-based multi-input LSTM","author":"li","year":"2018","journal-title":"Proc Asian Conf Mach Learn"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.820556"},{"key":"ref28","article-title":"Graph attention networks","author":"veli?kovi?","year":"2018","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.5547\/01956574.37.SI1.dbro"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3346968"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3269269"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2015.7364089"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098117"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.268"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref2","author":"box","year":"2015","journal-title":"Time Series Analysis Forecasting and Control"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.07.019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1168"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1166"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.irfa.2015.05.002"},{"key":"ref21","article-title":"Exploring graph neural networks for stock market predictions with rolling window analysis","author":"matsunaga","year":"2019","journal-title":"in Proc NeurIPS 2019 Workshop Robust AI Financial Serv Data Fairness Explainability Trustworthiness Privacy"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.2189\/asqu.2009.54.1.123"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106181"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2424995"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-10142-1"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/4358933\/09431685.pdf?arnumber=9431685","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,8]],"date-time":"2022-12-08T15:20:05Z","timestamp":1670512805000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9431685\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/tkde.2021.3079496","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}