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A computer agent that develops visual compositions based on the ER-model
Annals of Mathematics and Artificial Intelligence ( IF 1.2 ) Pub Date : 2019-01-29 , DOI: 10.1007/s10472-019-9616-3
Rafael Pérez y Pérez , Iván Guerrero Román

This paper describes a computer agent for the automatic generation of visual compositions based on the Engagement-Reflection Model of creative writing (Perez y Perez Cogn. Syst. Res. 8, 89–109, 2007; Perez y Perez and Sharples J. Exp. Theor. Artif. Intell. 13, 119–139, 2001). During engagement the system progresses the composition; during reflection the agent evaluates, and if necessary modifies, the material produced so far and generates a set of guidelines that constrains the production of material during engagement. The final output is the result of a constant interplay between these two states. We offer details of the model and describe a prototype that provides the users with the possibility of adding compositions to the knowledge-base. Then, we show how through engagement and reflection cycles, the system is capable of generating novel outputs. Using a questionnaire, we asked a group of volunteers to describe the features of pieces produced by the program and the features of pieces produced by human designers. The results suggest that our agent provides an adequate novel framework to study the generation of automatic visual compositions.

中文翻译:

一种基于 ER 模型开发视觉组合的计算机代理

本文描述了一种基于创意写作的 Engagement-Reflection Model (Perez y Perez Cogn. Syst. Res. 8, 89–109, 2007; Perez y Perez and Sharples J. Exp. Theor. Artif. Intell. 13, 119–139, 2001)。在参与期间,系统会推进合成;在反思过程中,代理会评估并在必要时修改目前制作的材料,并生成一套指导方针,在参与期间限制材料的生产。最终输出是这两种状态之间不断相互作用的结果。我们提供了模型的详细信息并描述了一个原型,该原型为用户提供了向知识库添加作品的可能性。然后,我们展示了如何通过参与和反思循环,该系统能够产生新的输出。通过问卷调查,我们要求一组志愿者描述程序制作的作品的特征以及人类设计师制作的作品的特征。结果表明,我们的代理提供了一个足够新颖的框架来研究自动视觉合成的生成。
更新日期:2019-01-29
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