{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,25]],"date-time":"2026-07-25T16:39:58Z","timestamp":1784997598344,"version":"3.55.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3618990","type":"journal-article","created":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T17:49:41Z","timestamp":1759859381000},"page":"175244-175270","source":"Crossref","is-referenced-by-count":4,"title":["Semantic Approaches to Microservice Identification: A Systematic Literature Review"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-1409-7217","authenticated-orcid":false,"given":"Nassima","family":"Ait Mansour","sequence":"first","affiliation":[{"name":"Mathematics, Computer Science and Application Laboratory, Faculty of Sciences and Technology, University Hassan II of Casablanca, Mohammedia, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sbai","family":"Hanae","sequence":"additional","affiliation":[{"name":"Mathematics, Computer Science and Application Laboratory, Faculty of Sciences and Technology, University Hassan II of Casablanca, Mohammedia, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4736-1079","authenticated-orcid":false,"given":"Karim","family":"Ba\u00efna","sequence":"additional","affiliation":[{"name":"Alqualsadi Research Team, ENSIAS, Mohammed V University in Rabat, Rabat, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Iman","family":"El Kodssi","sequence":"additional","affiliation":[{"name":"Mathematics, Computer Science and Application Laboratory, Faculty of Sciences and Technology, University Hassan II of Casablanca, Mohammedia, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2025.3571809"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1016\/j.jss.2025.112345","article-title":"Extracting microservices from monolithic applications using consistent graph enhanced graph transformer","volume":"222","author":"Wei","year":"2025","journal-title":"J. Syst. Softw."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67425-4_12"},{"key":"ref4","volume-title":"Building Microservices: Designing Fine-Grained Systems","author":"Newman","year":"2021"},{"key":"ref5","volume-title":"Microservices: A Definition of This New Architectural Term","author":"Fowler","year":"2014"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.61"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67262-5_2"},{"key":"ref8","volume-title":"Domain-Driven Design: Tackling Complexity in the Heart of Software","author":"Evans","year":"2003"},{"key":"ref9","volume-title":"Foundations of Statistical Natural Language Processing","author":"Manning","year":"1999"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1006\/ijhc.1995.1081"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2017.4250931"},{"key":"ref12","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"Proc. Conf. North Amer. Chapter Assoc. Comput. Linguistics","author":"Devlin"},{"key":"ref13","first-page":"1877","article-title":"Language models are few-shot learners","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Brown"},{"key":"ref14","volume-title":"Software Architecture in Practice","author":"Bass","year":"2021"},{"issue":"2","key":"ref15","first-page":"78","article-title":"The ontology-based mapping of microservice identification approaches: A systematic study of migration strategies from monolithic to microservice architectures","volume":"14","author":"Nakamura","year":"2025","journal-title":"Computers"},{"issue":"1","key":"ref16","first-page":"23","article-title":"A comparative study of approaches to automatic identification of microservices","volume":"16","author":"Abgaz","year":"2022","journal-title":"Service Oriented Comput. Appl."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3365079"},{"key":"ref18","volume-title":"Guidelines for performing systematic literature reviews in software engineering","author":"Kitchenham","year":"2007"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2018.2141026"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-017-9538-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/52.469759"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"issue":"2","key":"ref24","first-page":"234","article-title":"Extracting microservices from monolithic systems using deep reinforcement learning","volume":"30","author":"Johnson","year":"2025","journal-title":"Empirical Softw. Eng."},{"key":"ref25","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/j.isatra.2024.09.018","article-title":"Adaptive critic design for safety-optimal FTC of unknown nonlinear systems with asymmetric constrained-input","volume":"155","author":"Zhang","year":"2024","journal-title":"ISA Trans."},{"key":"ref26","doi-asserted-by":"crossref","DOI":"10.1016\/j.asoc.2025.113466","article-title":"Unsupervised image stitching based on generative adversarial networks and feature frequency awareness algorithm","volume":"183","author":"Qin","year":"2025","journal-title":"Appl. Soft Comput."},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10438-y"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44482-6_12"},{"issue":"4","key":"ref29","first-page":"456","article-title":"Asrmg: Business topic clustering-based architecture smell refactoring for microservices granularity","volume":"55","author":"Kim","year":"2025","journal-title":"Softw.-Pract. Exper."},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5220\/0006798302210232"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.14236\/ewic\/EASE2008.8"},{"key":"ref32","first-page":"86","article-title":"Microservices at your service: Bridging the gap between NLP research and industry","volume-title":"Proc. 24th Nordic Conf. Comput. Linguistics","author":"Lindh-Knuutila"},{"key":"ref33","first-page":"1777","article-title":"An ontology-based approach for domain-driven design of microservice architectures","volume-title":"Proc. INFORMATIK","author":"Diepenbrock"},{"issue":"4","key":"ref34","first-page":"145","article-title":"Extracting microservices from monolithic applications using consistent graph enhanced graph transformer","volume":"201","author":"Zhang","year":"2025","journal-title":"J. Syst. Softw."},{"issue":"3","key":"ref35","first-page":"678","article-title":"Towards deep learning enabled cybersecurity risk assessment for microservice architectures","volume":"28","author":"Zhou","year":"2025","journal-title":"Cluster Comput."},{"key":"ref36","article-title":"Domain-driven design representation of monolith candidate decompositions based on entity accesses","author":"Levezinho","year":"2024","journal-title":"arXiv:2407.02512"},{"key":"ref37","first-page":"1","article-title":"Towards decomposing monolithic applications into microservices: Dynamic analysis","volume-title":"Proc. Int. Conf. Connected Objects Artif. Intell.","author":"Manssour"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICSA59870.2024.00009"},{"key":"ref39","article-title":"Evaluating large language models trained on code","author":"Chen","year":"2021","journal-title":"arXiv:2107.03374"},{"key":"ref40","volume-title":"Quasi-Experimentation: Design and Analysis Issues For Field Settings","author":"Cook","year":"1979"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11195085.pdf?arnumber=11195085","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T20:07:46Z","timestamp":1774901266000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11195085\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3618990","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}