Computational Creativity: Improv Agents and Conceptual Blending
نویسندگان
چکیده
Conceptual blending (CB) is a basic mental operation that plays a fundamental role in the construction of meaning in our everyday life. The core of CB is the partial matching of two input mental spaces and the selective projection from those inputs into a novel ‘blended’ mental space, which then dynamically develops an emergent structure. Improvisational acting is one specialized domain in which conceptual blending is heavily used; improvisers are required to co-create stories on the stage in real time based on how they continuously perceive their environment. The Digital Improv Project has been engaged in a multi-year study of the cognitive processes involved in improvisational acting and has led to a better understanding of human cognition and creativity. In this article, the authors provide a computational model for the conceptual blending of cognitive scripts that can help digital improv agents to select the two input spaces required in the blending process. The blend is an emergent structure that provides new interesting events that the digital improv agents can adopt in their acting. Computational Creativity: Improv Agents and Conceptual Blending
منابع مشابه
Pharaoh: Conceptual Blending of Cognitive Scripts for Computationally Creative Agents
Improvisational acting is a creative group performance where actors co-construct stories on stage in real-time based on actors’ perceptions of the environment. The Digital Improv Project has been engaged in a multi-year study of the cognitive processes involved in improvisational acting. This better understanding of human cognition and creativity has led to formal computational models of so...
متن کاملDeliverable 3 . 2 : Study and design of methods for concept blending
Executive summary Task 3.2 is concerned with the development of computational methods for concept blending and their implementation in a Concept Generator prototype. In this deliverable, we present a review of existing computational approaches to conceptual blending used in the development of creative systems. Besides providing an overview of state-of-the-art methods, this study aims (a) to emp...
متن کاملGoal-Driven Conceptual Blending: A Computational Approach for Creativity
Conceptual blending has been proposed as a creative cognitive process, but most theories focus on the analysis of existing blends rather than mechanisms for the efficient construction of novel blends. While conceptual blending is a powerful model for creativity, there are many challenges related to the computational application of blending. Inspired by recent theoretical research, we argue that...
متن کاملDeep Convolutional Networks as Models of Generalization and Blending within Visual Creativity
We examine two recent artificial intelligence (AI) based deep learning algorithms for visual blending in convolutional neural networks (Mordvintsev et al. 2015, Gatys et al. 2015). To investigate the potential value of these algorithms as tools for computational creativity research, we explain and schematize the essential aspects of the algorithms’ operation and give visual examples of their ou...
متن کاملConceptual Blending in Case Adaptation
We propose that Conceptual Blending (CB) can play a role within the Case-Based Reasoning (CBR) paradigm, particularly in the Reuse and Revise tasks of the classic model of the problem solving cycle in CBR, as an alternative adaptation mechanism that may provide suitable solutions in computational creativity setups, where novel and surprising solutions are sought. We discuss how a particular com...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- IJCINI
دوره 8 شماره
صفحات -
تاریخ انتشار 2014