Torkil Clemmensen , Mahyar Tourchi Moghaddam , Jacob Nørbjerg
{"title":"Cyber-physical systems with Human-in-the-Loop: A systematic review of socio-technical perspectives","authors":"Torkil Clemmensen , Mahyar Tourchi Moghaddam , Jacob Nørbjerg","doi":"10.1016/j.jss.2025.112348","DOIUrl":null,"url":null,"abstract":"<div><div>Understanding and designing Cyber-physical systems (CPS) with humans in the loop (HITL) is a basic cross-scientific research problem with large implications for industry. The current software engineering knowledge already explains how to include the humans in the operation of the machines in terms of interfaces, architectures, adaptive systems, and design methodologies for including the Human-in-the-Loop. This paper extends existing knowledge with a systematic review of socio-technical perspectives on CPS with HITL. The review was software engineering focused, as it searched the body of research on CPS with HITL, and only within that body, those papers that included socio-technical perspectives. The results indicated four main areas in the ST literature. Validating these insights by expert interviews with industry CPS experts showed some alignment and also fundamental differences between the socio-technical literature (ST literature) insights and the industry experts’ viewpoints. The discussion identifies useful crossings between the ST literature and research into CPS with HITL adaption, and touch on the issues of non-alignments in industry practice. The conclusion is that the ST perspectives on the body of knowledge on CPS with HITL has much to offer researchers in terms of innovative ways to look at the HITL, but the literature needs further development before industry experts can effectively use it. Future research possibilities are outlined.</div></div>","PeriodicalId":51099,"journal":{"name":"Journal of Systems and Software","volume":"226 ","pages":"Article 112348"},"PeriodicalIF":3.7000,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Systems and Software","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0164121225000160","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, SOFTWARE ENGINEERING","Score":null,"Total":0}
引用次数: 0
Abstract
Understanding and designing Cyber-physical systems (CPS) with humans in the loop (HITL) is a basic cross-scientific research problem with large implications for industry. The current software engineering knowledge already explains how to include the humans in the operation of the machines in terms of interfaces, architectures, adaptive systems, and design methodologies for including the Human-in-the-Loop. This paper extends existing knowledge with a systematic review of socio-technical perspectives on CPS with HITL. The review was software engineering focused, as it searched the body of research on CPS with HITL, and only within that body, those papers that included socio-technical perspectives. The results indicated four main areas in the ST literature. Validating these insights by expert interviews with industry CPS experts showed some alignment and also fundamental differences between the socio-technical literature (ST literature) insights and the industry experts’ viewpoints. The discussion identifies useful crossings between the ST literature and research into CPS with HITL adaption, and touch on the issues of non-alignments in industry practice. The conclusion is that the ST perspectives on the body of knowledge on CPS with HITL has much to offer researchers in terms of innovative ways to look at the HITL, but the literature needs further development before industry experts can effectively use it. Future research possibilities are outlined.
期刊介绍:
The Journal of Systems and Software publishes papers covering all aspects of software engineering and related hardware-software-systems issues. All articles should include a validation of the idea presented, e.g. through case studies, experiments, or systematic comparisons with other approaches already in practice. Topics of interest include, but are not limited to:
•Methods and tools for, and empirical studies on, software requirements, design, architecture, verification and validation, maintenance and evolution
•Agile, model-driven, service-oriented, open source and global software development
•Approaches for mobile, multiprocessing, real-time, distributed, cloud-based, dependable and virtualized systems
•Human factors and management concerns of software development
•Data management and big data issues of software systems
•Metrics and evaluation, data mining of software development resources
•Business and economic aspects of software development processes
The journal welcomes state-of-the-art surveys and reports of practical experience for all of these topics.