网络-物理-社会系统中的个性化:一个多利益相关者意识的建议和指导

B. Yilma, Y. Naudet, H. Panetto
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引用次数: 2

摘要

智能设备的发展导致许多物理空间向所谓的智能环境转变,统称为网络-物理-社会系统(CPSS)。在CPSS中,用户与不同的利益相关者共存,相互影响,同时受到不同环境因素的影响。此外,这些环境通常有自己的预期目标和相应的规则集,期望人们以特定的方式行事。因此,在这种情况下,仅针对用户满意度进行优化的经典个性化方法往往受到尚未共同解决的竞争目标和环境限制的阻碍。在这项工作中,我们着手(i)从多利益相关者的角度考虑到完整的环境复杂性,将CPSS个性化的一般问题正式化,(ii)将一般正式化扩展到展览区域的案例中,并以伦敦国家美术馆的案例研究为例,提出个性化的多利益相关者意识的建议和指导方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Personalisation in Cyber-Physical-Social Systems: A Multi-stakeholder aware Recommendation and Guidance
The evolution of smart devices has led to the transformation of many physical spaces to the so-called smart environments collectively termed as Cyber-Physical-Social System (CPSS). In CPSS users co-exist with different stakeholders influencing each other while being influenced by different environmental factors. Additionally, these environments often have their own desired goals and corresponding set of rules in place expecting people to behave in certain ways. Hence, in such settings classical approaches to personalisation which solely optimise for user satisfaction are often encumbered by competing objectives and environmental constraints which are yet to be addressed jointly. In this work we set out to (i) formalise the general problem of personalisation in CPSS from a multi-stakeholder perspective taking into account the full environmental complexity, (ii) extend the general formalisation to the case of exhibition areas and propose a personalised Multi-stakeholder aware Recommendation and Guidance method on a case study of National Gallery, London.
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