Personalised Specific Curiosity for Computational Design Systems
Personalised Specific Curiosity for Computational Design Systems
复制标题
对计算设计系统的个性化特定好奇心
DOI：
10.1007/978-3-319-44989-0_32
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发表时间：
2017
期刊：
影响因子：
2.6
通讯作者：
Nadia Najjar
中科院分区：
文献类型：
--
作者：
Kazjon Grace;M. Maher;David C. Wilson;Nadia Najjar
个性化的好奇心引擎(PQE，发音为“pique”)是一个计算设计系统的框架，它模拟个人用户的好奇心。然后，这个模型被用来合成激发用户好奇心的设计。PQE扩展了我们之前在建模惊喜和好奇心方面的研究，增加了一个特定用户的模型，以生成针对该用户的个人创意设计：对他们来说是新颖和有价值的，但对社会不一定是。我们将PQE描述为一个框架，然后描述Q-chef：一个将PQE应用于食谱生成领域的设计系统，目标是随着时间的推移使其用户的饮食多样化。我们通过几个Q-Chef组件的模拟来评估我们的框架，这些模拟可以作为个性化好奇心建模在计算设计中的作用的概念证明。
The Personalised Curiosity Engine (PQE, pronounced “pique”) is a framework for computational design systems that models the curiosity of an individual user. This model is then used to synthesise designs that stimulate that user’s curiosity. PQE extends our previous research in modelling surprise and curiosity by adding a model of a specific user to generate designs that are personally creative for that user: novel and valuable for them, but not necessarily for society. We describe PQE as a framework, and then describe Q-chef: a design system applying PQE in the domain of recipe generation with a goal of diversifying its user’s diet over time. We evaluate our framework with several simulations of Q-chef components that serve as a proof-of-concept of the role of personalised curiosity modelling in computational design.