{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T04:03:21Z","timestamp":1779249801220,"version":"3.51.4"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62272290"],"award-info":[{"award-number":["62272290"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62172088"],"award-info":[{"award-number":["62172088"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007219","name":"Natural Science Foundation of Shanghai Municipality","doi-asserted-by":"publisher","award":["21ZR1400400"],"award-info":[{"award-number":["21ZR1400400"]}],"id":[{"id":"10.13039\/100007219","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Serv. Comput."],"published-print":{"date-parts":[[2023,11]]},"DOI":"10.1109\/tsc.2023.3309257","type":"journal-article","created":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T17:58:57Z","timestamp":1693245537000},"page":"4073-4086","source":"Crossref","is-referenced-by-count":9,"title":["FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7865-8158","authenticated-orcid":false,"given":"Guobing","family":"Zou","sequence":"first","affiliation":[{"name":"School of Computer Engineering and Science, Shanghai University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8355-0259","authenticated-orcid":false,"given":"Shiyi","family":"Lin","sequence":"additional","affiliation":[{"name":"School of Computer Engineering and Science, Shanghai University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1510-2478","authenticated-orcid":false,"given":"Shengxiang","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Computer Engineering and Science, Shanghai University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-9321-8380","authenticated-orcid":false,"given":"Shengyu","family":"Duan","sequence":"additional","affiliation":[{"name":"School of Computer Engineering and Science, Shanghai University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5931-9006","authenticated-orcid":false,"given":"Yanglan","family":"Gan","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Donghua University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5001-1096","authenticated-orcid":false,"given":"Bofeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Shanghai Polytechnic University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3704-4432","authenticated-orcid":false,"given":"Yixin","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS55610.2022.00021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS55610.2022.00053"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-91431-8_29"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2017.2686390"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2517097"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2009.30"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03596-9_31"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972764.58"},{"key":"ref9","first-page":"1257","article-title":"Probabilistic matrix factorization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Mnih"},{"key":"ref10","first-page":"6000","article-title":"Attention is all you need","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Vaswani"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3027185"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2018.2859986"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2021.3050178"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2012.34"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i08.7021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.165"},{"key":"ref17","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013"},{"key":"ref18","first-page":"1188","article-title":"Distributed representations of sentences and documents","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Le"},{"key":"ref19","first-page":"315","article-title":"Diffusion kernels on graphs and other discrete structures","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Kondor"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0708838104"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"issue":"1","key":"ref22","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref23","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/icws.2012.61"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.78"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.110081"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2019.2893921"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2020.3014880"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS49710.2020.00079"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-23515-3_6"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.findings-emnlp.128"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403176"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2012.31"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2015.2479228"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2011.59"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3116865"},{"key":"ref38","article-title":"Federated collaborative filtering for privacy-preserving personalized recommendation system","author":"Ammad-Ud-Din","year":"2019"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401081"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/SRDS51746.2020.00038"},{"key":"ref41","article-title":"Federated user representation learning","author":"Bui","year":"2019"}],"container-title":["IEEE Transactions on Services Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4629386\/10360362\/10232887.pdf?arnumber=10232887","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T01:54:28Z","timestamp":1705024468000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10232887\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11]]},"references-count":41,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tsc.2023.3309257","relation":{},"ISSN":["1939-1374","2372-0204"],"issn-type":[{"value":"1939-1374","type":"electronic"},{"value":"2372-0204","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11]]}}}