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面向残障人士的服务组合系统文献综述:分类法、解决方案和开放性研究挑战。

A Systematic Literature Review on Service Composition for People with Disabilities: Taxonomies, Solutions, and Open Research Challenges.

机构信息

Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah 42351, Saudi Arabia.

School of Digital Science, Faculty of Science, Universiti Brunei Darussalam, BE1410, Bandar Seri Begawan, Brunei Darussalam.

出版信息

Comput Intell Neurosci. 2023 Mar 8;2023:5934548. doi: 10.1155/2023/5934548. eCollection 2023.

Abstract

Integrating smart heterogeneous objects, IoT devices, data sources, and software services to produce new business processes and functionalities continues to attract considerable attention from the research community due to its unraveled advantages, including reusability, adaptation, distribution, and pervasiveness. However, the exploitation of service-oriented computing technologies (e.g., SOC, SOA, and microservice architectures) by people with special needs is underexplored and often overlooked. Furthermore, the existing challenges in this area are yet to be identified clearly. This research study presents a rigorous literature survey of the recent advances in service-oriented composition approaches and solutions for disabled people, their domains of application, and the major challenges, covering studies published between January 2010 and October 2022. To this end, we applied the systematic literature review (SLR) methodology to retrieve and collate only the articles presenting and discussing service composition solutions tailored to produce digitally accessible services for consumption by people who suffer from an impairment or loss of some physical or mental functions. We searched six renowned bibliographic databases, particularly IEEE Xplore, Web of Science, Springer Link, ACM Library, ScienceDirect, and Google Scholar, to synthesize a final pool of 38 related articles. Our survey contributes a comprehensive taxonomy of service composition solutions, techniques, and practices that are utilized to create assistive technologies and services. The seven-facet taxonomy helps researchers and practitioners to quickly understand and analyze the fundamental conceptualizations and characteristics of accessible service composition for people with disabilities. Key findings showed that services are fused to assist disabled persons to carry out their daily activities, mainly in smart homes and ambient intelligent environments. Despite the emergence of immersive technologies (e.g., wearable computing), user-service interactions are enabled primarily through tactile and speech modalities. Service descriptions mainly incorporate functional features (e.g., performance, latency, and cost) of service quality, largely ignoring accessibility features. Moreover, the outstanding research problems revolve around (1) the unavailability of assistive services datasets, (2) the underspecification of accessibility aspects of disabilities, (3) the weak adoption of accessible and universal design practices, (4) the abstraction of service composition approaches, and (5) the rare experimental testing of composition approaches with disabled users. We conclude our survey with a set of guidelines to realize effective assistive service composition in IoT and cloud environments. Researchers and practitioners are advised to create assistive services that support the social relationships of disabled users and model their accessibility needs as part of the quality of service (QoS). Moreover, they should exploit AI/ML models to address the evolving requirements of disabled users in their unique environments. Furthermore, weaknesses of service composition solutions and research challenges are exposed as notable opportunities for future research.

摘要

将智能异构对象、物联网设备、数据源和软件服务集成在一起,以产生新的业务流程和功能,由于其具有可重用性、适应性、分布式和普及性等优势,继续引起研究界的极大关注。然而,面向服务的计算技术(例如 SOC、SOA 和微服务架构)的开发利用对于有特殊需求的人来说还没有得到充分的探索,而且往往被忽视。此外,该领域的现有挑战还没有被明确识别出来。本研究对面向服务的组合方法的最新进展进行了严格的文献调查,这些方法和解决方案针对的是残疾人,涵盖了 2010 年 1 月至 2022 年 10 月期间发表的研究,应用领域以及主要挑战,共涉及 38 篇相关文章。为此,我们应用系统文献综述(SLR)方法来检索和整理仅呈现和讨论针对残疾人士量身定制的服务组合解决方案的文章,以生成可供因身体或精神功能丧失而受损的人士消费的数字可访问服务。我们在六个著名的文献数据库中进行了搜索,特别是 IEEE Xplore、Web of Science、Springer Link、ACM Library、ScienceDirect 和 Google Scholar,以综合出一个最终包含 38 篇相关文章的综合数据库。我们的调查贡献了一个服务组合解决方案、技术和实践的综合分类法,这些方法和实践用于创建辅助技术和服务。这个七方面的分类法帮助研究人员和从业者快速理解和分析为残疾人创建可访问的服务组合的基本概念化和特征。主要发现表明,服务融合在一起,以帮助残疾人开展他们的日常活动,主要是在智能家居和智能环境中。尽管沉浸式技术(例如可穿戴计算)的出现,用户与服务的交互主要还是通过触摸和语音模式进行。服务描述主要包含服务质量的功能特性(例如性能、延迟和成本),在很大程度上忽略了可访问性特性。此外,突出的研究问题围绕着(1)辅助服务数据集不可用,(2)残疾的可访问性方面的规范不足,(3)可访问性和通用设计实践的采用薄弱,(4)服务组合方法的抽象,以及(5)与残疾用户一起对组合方法进行实验测试的罕见性。我们在一组准则中总结了调查结果,以在物联网和云环境中实现有效的辅助服务组合。建议研究人员和从业者创建支持残疾用户社交关系的辅助服务,并将其可访问性需求建模为服务质量(QoS)的一部分。此外,他们应该利用人工智能/机器学习模型来满足残疾用户在其独特环境中的不断发展的需求。此外,服务组合解决方案的弱点和研究挑战被暴露为未来研究的显著机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/784f/10017225/3858c42c588c/CIN2023-5934548.001.jpg

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