工业 5.0 智能数字沉浸式系统的人本系统宣言:文化遗产案例研究

IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Cian Murphy, Peter J. Carew, Larry Stapleton
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引用次数: 0

摘要

新兴数字技术为文化遗产空间提供了重新评估当前用户体验的机会。可以开发出创新、动态、为每位参观者量身定制的沉浸式用户体验。博物馆已经开始利用人工智能(AI)和物联网(IOT)举办互动展览,最近,虚拟现实(VR)和增强现实(AR)的使用在文化遗产空间中也越来越普遍,以展示具有历史意义的物品。虚拟现实主要是利用头戴式耳机在数字化环境中提供完全沉浸式体验,而增强现实主要是在现有物理环境中加入数字化内容,可通过手机应用程序等媒介进行访问。机器学习技术(如推荐系统)可以支持沉浸式用户体验,根据用户以前的活动,对其未来喜欢的内容进行个性化推荐。要采取必要的预防措施来保护人类参与者的福利,消除任何方面的刻板印象或偏见行为,就必须采取符合道德规范的方法。本文提出了一个以人为本的宣言,旨在为在文化遗产空间诱导智能数字沉浸提供指导。我们对现有的数字文化遗产项目进行了审查,以确定它们是否遵守了宣言,审查结果表明,教育是所有项目的首要重点,个性化、尊重和移情以及支持也受到高度重视。此外,研究结果表明,在公平性等方面还有改进的余地,以确保实施以人为本的平衡系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A human-centred systems manifesto for smart digital immersion in Industry 5.0: a case study of cultural heritage

Emergent digital technologies provide cultural heritage spaces with the opportunity to reassess their current user journey. An immersive user experience can be developed that is innovative, dynamic, and customised for each attendee. Museums have already begun to move towards interactive exhibitions utilising Artificial Intelligence (AI) and the Internet of Things (IOT), and more recently, the use of Virtual Reality (VR) and Augmented Reality (AR) has become more common in cultural heritage spaces to present items of historical significance. VR concentrates on the provision of full immersion within a digitised environment utilising a headset, whilst AR focuses on the inclusion of digitised content within the existing physical environment that can be accessed through a medium such as a mobile phone application. Machine learning techniques such as a recommender system can support an immersive user journey by issuing personalised recommendations regarding a user’s preferred future content based on their previous activity. An ethical approach is necessary to take the precautions required to protect the welfare of human participants and eliminate any aspect of stereotyping or biased behaviour. This paper sets out a human-centred manifesto intended to provide guidance when inducing smart digital immersion in cultural heritage spaces. A review of existing digital cultural heritage projects was conducted to determine their adherence to the manifesto with the findings indicating that Education was a primary focus across all projects and that Personalisation, Respect and Empathy, and Support were also highly valued. Additionally, the findings indicated that there were areas with room for improvement such as Fairness to ensure that a well-balanced human-centred system is implemented.

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来源期刊
AI & Society
AI & Society COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
8.00
自引率
20.00%
发文量
257
期刊介绍: AI & Society: Knowledge, Culture and Communication, is an International Journal publishing refereed scholarly articles, position papers, debates, short communications, and reviews of books and other publications. Established in 1987, the Journal focuses on societal issues including the design, use, management, and policy of information, communications and new media technologies, with a particular emphasis on cultural, social, cognitive, economic, ethical, and philosophical implications. AI & Society has a broad scope and is strongly interdisciplinary. We welcome contributions and participation from researchers and practitioners in a variety of fields including information technologies, humanities, social sciences, arts and sciences. This includes broader societal and cultural impacts, for example on governance, security, sustainability, identity, inclusion, working life, corporate and community welfare, and well-being of people. Co-authored articles from diverse disciplines are encouraged. AI & Society seeks to promote an understanding of the potential, transformative impacts and critical consequences of pervasive technology for societies. Technological innovations, including new sciences such as biotech, nanotech and neuroscience, offer a great potential for societies, but also pose existential risk. Rooted in the human-centred tradition of science and technology, the Journal acts as a catalyst, promoter and facilitator of engagement with diversity of voices and over-the-horizon issues of arts, science, technology and society. AI & Society expects that, in keeping with the ethos of the journal, submissions should provide a substantial and explicit argument on the societal dimension of research, particularly the benefits, impacts and implications for society. This may include factors such as trust, biases, privacy, reliability, responsibility, and competence of AI systems. Such arguments should be validated by critical comment on current research in this area. Curmudgeon Corner will retain its opinionated ethos. The journal is in three parts: a) full length scholarly articles; b) strategic ideas, critical reviews and reflections; c) Student Forum is for emerging researchers and new voices to communicate their ongoing research to the wider academic community, mentored by the Journal Advisory Board; Book Reviews and News; Curmudgeon Corner for the opinionated. Papers in the Original Section may include original papers, which are underpinned by theoretical, methodological, conceptual or philosophical foundations. The Open Forum Section may include strategic ideas, critical reviews and potential implications for society of current research. Network Research Section papers make substantial contributions to theoretical and methodological foundations within societal domains. These will be multi-authored papers that include a summary of the contribution of each author to the paper. Original, Open Forum and Network papers are peer reviewed. The Student Forum Section may include theoretical, methodological, and application orientations of ongoing research including case studies, as well as, contextual action research experiences. Papers in this section are normally single-authored and are also formally reviewed. Curmudgeon Corner is a short opinionated column on trends in technology, arts, science and society, commenting emphatically on issues of concern to the research community and wider society. Normal word length: Original and Network Articles 10k, Open Forum 8k, Student Forum 6k, Curmudgeon 1k. The exception to the co-author limit of Original and Open Forum (4), Network (10), Student (3) and Curmudgeon (2) articles will be considered for their special contributions. Please do not send your submissions by email but use the "Submit manuscript" button. NOTE TO AUTHORS: The Journal expects its authors to include, in their submissions: a) An acknowledgement of the pre-accept/pre-publication versions of their manuscripts on non-commercial and academic sites. b) Images: obtain permissions from the copyright holder/original sources. c) Formal permission from their ethics committees when conducting studies with people.
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