{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T09:54:51Z","timestamp":1774605291060,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71772033"],"award-info":[{"award-number":["71772033"]}],"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":["71831003"],"award-info":[{"award-number":["71831003"]}],"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":["71672023"],"award-info":[{"award-number":["71672023"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Scientific and Research Funds of Education Department of Liaoning Province","award":["LN2019Q14"],"award-info":[{"award-number":["LN2019Q14"]}]},{"DOI":"10.13039\/501100006066","name":"Department of Industrial and Systems Engineering, Hong Kong Polytechnic University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100006066","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.2971379","type":"journal-article","created":{"date-parts":[[2020,2,3]],"date-time":"2020-02-03T20:41:57Z","timestamp":1580762517000},"page":"26385-26404","source":"Crossref","is-referenced-by-count":32,"title":["Optimization of Microservice Composition Based on Artificial Immune Algorithm Considering Fuzziness and User Preference"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8502-1155","authenticated-orcid":false,"given":"Ming","family":"Gao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingxia","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"An","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6609-0713","authenticated-orcid":false,"given":"Wai Hung","family":"Ip","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kai Leung","family":"Yung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3297663.3310309"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-017-9419-x"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2894683"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-017-2783-4"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.07.002"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-19578-0_24"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-018-2345-2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2018.07.003"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2924414"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2901467"},{"key":"ref10","first-page":"1978","article-title":"An environmentally sensitive approach to Web service QoS monitoring","volume":"27","author":"zhuang","year":"2017","journal-title":"J Softw"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2018.00014"},{"key":"ref11","first-page":"64","article-title":"Research on personalized web service recommendation method based on improved cooperative filtering","volume":"28","author":"xu","year":"2018","journal-title":"Computer Technology and Development"},{"key":"ref12","first-page":"1742","article-title":"Prediction method of Web service QoS based on multivariate time series","volume":"30","author":"zhang","year":"0","journal-title":"J Softw"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2018.2793266"},{"key":"ref14","first-page":"314","article-title":"The Sigmoid function is adopted for Web service cooperative filtering recommendation algorithm","volume":"11","author":"mao","year":"2017","journal-title":"Journal of Frontiers of Computer Science and Technology"},{"key":"ref15","first-page":"430","article-title":"QoS-aware Web service recommendation with reinforced cooperative filtering","author":"zou","year":"2017","journal-title":"Proc Int Conf Service-Oriented Comput"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2019.1576227"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2014.2355842"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2015.2407877"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2015.2464075"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1016.2012.00270"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2016.105"},{"key":"ref27","first-page":"73","article-title":"Constraint-based QoS-aware Web service composition in cross-organizational cooperation","volume":"44","author":"tan","year":"2018","journal-title":"Comput Eng"},{"key":"ref3","first-page":"32","article-title":"Challenges when moving from monolith to microservice architecture","author":"kalske","year":"2017","journal-title":"Proc Int Conf Web Eng"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-018-1925-x"},{"key":"ref29","first-page":"267","article-title":"Multi-objective genetic algorithm for service level-aware service combination problem","volume":"45","author":"liu","year":"2015","journal-title":"J Jilin Univ (Eng Technol Ed )"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/APSECW.2017.33"},{"key":"ref8","first-page":"2473","article-title":"A Web services QoS measurement algorithm that comprehensively considers subjective and objective weights","volume":"25","author":"ma","year":"2014","journal-title":"J Softw"},{"key":"ref7","first-page":"174","article-title":"Web services selection strategy based on combination weighting approach","volume":"34","author":"sun","year":"2017","journal-title":"Appl Res Comput"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/i-Society.2017.8354675"},{"key":"ref9","first-page":"245","article-title":"Web service selection based on dynamic QoS","volume":"44","author":"fang","year":"2017","journal-title":"Comput Sci"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MITP.2018.2889268"},{"key":"ref46","first-page":"1516","article-title":"Research on Web service composition method based on fuzzy QoS and preference weight","volume":"33","author":"feng","year":"2012","journal-title":"J Chin Comput Syst"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.01.003"},{"key":"ref45","author":"jiao","year":"2006","journal-title":"Immune Optimizing Calculation Learning and Recognition"},{"key":"ref48","author":"russell","year":"1995","journal-title":"Artificial Intelligence A Modern Approach"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.01.010"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2008.05.028"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2014.10.008"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2016.37"},{"key":"ref24","first-page":"196","article-title":"Multi-attribute decision making and adaptive genetic algorithm for Web service composition QoS optimization","volume":"46","author":"lu","year":"2019","journal-title":"Comput Sci"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CCAA.2017.8229914"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2018.2789454"},{"key":"ref44","first-page":"350","article-title":"Adaptive polyclonal programming algorithm with applications","author":"du","year":"2003","journal-title":"Proc 5th Int Conf ICCIMA"},{"key":"ref26","first-page":"266","article-title":"Web service composition selection algorithm based on improved BPSO","volume":"37","author":"huang","year":"2011","journal-title":"Comput Eng"},{"key":"ref43","article-title":"Modeling, service planning and service composition in knowledge-intensive collaborative workflows","author":"gao","year":"2013"},{"key":"ref25","first-page":"38","article-title":"Improved genetic algorithm for QoS-aware logistics Web service combination","volume":"40","author":"shen","year":"2019","journal-title":"J Chin Comput Syst"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/08979424.pdf?arnumber=8979424","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:51:22Z","timestamp":1639770682000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8979424\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/access.2020.2971379","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}