The human ability to repurpose objects and processes is universal, but it is not a well-understood aspect of human intelligence. Repurposing arises in everyday situations such as finding substitutes for missing ingredients when cooking, or for unavailable tools when doing DIY. It also arises in critical, unprecedented situations needing crisis management. After natural disasters and during wartime, people must repurpose the materials and processes available to make shelter, distribute food, etc. Repurposing is equally important in professional life (e.g. clinicians often repurpose medicines off-license) and in addressing societal challenges (e.g. finding new roles for waste products,). Despite the importance of repurposing, the topic has received little academic attention. By considering examples from a variety of domains such as every-day activities, drug repurposing and natural disasters, we identify some principle characteristics of the process and describe some technical challenges that would be involved in modelling and simulating it. We consider cases of both substitution, i.e. finding an alternative for a missing resource, and exploitation, i.e. identifying a new role for an existing resource. We argue that these ideas could be developed into general formal theory of repurposing, and that this could then lead to the development of AI methods based on commonsense reasoning, argumentation, ontological reasoning, and various machine learning methods, to develop tools to support repurposing in practice.
翻译:人类重新定位目标和程序的能力是普遍性的,但它不是人类智力的一个非常清楚的方面。在日常情况下,如在烹饪时寻找缺失成分的替代物,或者在做DIY时寻找可用的工具时寻找替代物等日常情况下出现。在危急、前所未有的危机管理情况下也出现这种情况。在自然灾害发生后和战时,人们必须重新定位现有材料和程序,以提供住所、分发食物等。 重新定位在专业生活中(例如临床医生经常将药品不再允许使用)和应对社会挑战(例如寻找废物产品的新角色)方面同样重要。尽管重新定位很重要,但这一专题在学术上却很少受到重视。通过考虑各种领域的例子,如日常活动、药物重组和自然灾害,我们确定了这一过程的一些原则性特点,并描述了在建模和模拟过程中将涉及的一些技术挑战。我们既考虑替代性案例,也考虑寻找替代性资源缺失资源的替代物,即寻找替代物,也考虑利用性,即确定现有资源的新作用。我们主张,这些想法可以发展到基于常规推理学的理论,然后将这种理论推理学理论推入了各种理论。我们认为,这些理论推理学理论推理学推,然后可以将这些理论推理推理入了各种理论推理推理推理推。