Computer-assisted creativity: Emulation of cognitive processes on a multi-agent system
► Synthesis of cognitive processes associated to creative thinking. ► Emulation of cognitive processes via software agents. ► AUML modelling and implementation of a multi-agent system aimed at assisting in creative tasks. ► Planning and divergent exploration exemplified. For creativity to be compute...
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| Vydané v: | Expert systems with applications Ročník 40; číslo 9; s. 3459 - 3470 |
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| Hlavný autor: | |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Amsterdam
Elsevier Ltd
01.07.2013
Elsevier |
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| ISSN: | 0957-4174, 1873-6793 |
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| Abstract | ► Synthesis of cognitive processes associated to creative thinking. ► Emulation of cognitive processes via software agents. ► AUML modelling and implementation of a multi-agent system aimed at assisting in creative tasks. ► Planning and divergent exploration exemplified.
For creativity to be computed, it is paramount to understand the cognitive processes involved, which have been elucidated by either surveying creative people or discovering regions of the human brain that activate during creative endeavors. From this scattering, the author proposes a holistic framework to describe them and their interaction. Hence, creativity can be regarded as a meta process which coordinates autonomous cognitive processes such as planning or divergent thinking. To represent the interplay of cognitive processes around creativity, models are developed in the Agent Unified Modeling Language (AUML). Then, the execution of each process is delegated to autonomous agents and a global coordination protocol is devised. The implementation of the MAS is done on the JADE platform. Two modules of the resultant system are exemplified: opus planning and divergent exploration. The coordination protocol is also presented. The domain in which the software system is tested is the creation of musical pieces. |
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| AbstractList | For creativity to be computed, it is paramount to understand the cognitive processes involved, which have been elucidated by either surveying creative people or discovering regions of the human brain that activate during creative endeavors. From this scattering, the author proposes a holistic framework to describe them and their interaction. Hence, creativity can be regarded as a meta process which coordinates autonomous cognitive processes such as planning or divergent thinking. To represent the interplay of cognitive processes around creativity, models are developed in the Agent Unified Modeling Language (AUML). Then, the execution of each process is delegated to autonomous agents and a global coordination protocol is devised. The implementation of the MAS is done on the JADE platform. Two modules of the resultant system are exemplified: opus planning and divergent exploration. The coordination protocol is also presented. The domain in which the software system is tested is the creation of musical pieces. ► Synthesis of cognitive processes associated to creative thinking. ► Emulation of cognitive processes via software agents. ► AUML modelling and implementation of a multi-agent system aimed at assisting in creative tasks. ► Planning and divergent exploration exemplified. For creativity to be computed, it is paramount to understand the cognitive processes involved, which have been elucidated by either surveying creative people or discovering regions of the human brain that activate during creative endeavors. From this scattering, the author proposes a holistic framework to describe them and their interaction. Hence, creativity can be regarded as a meta process which coordinates autonomous cognitive processes such as planning or divergent thinking. To represent the interplay of cognitive processes around creativity, models are developed in the Agent Unified Modeling Language (AUML). Then, the execution of each process is delegated to autonomous agents and a global coordination protocol is devised. The implementation of the MAS is done on the JADE platform. Two modules of the resultant system are exemplified: opus planning and divergent exploration. The coordination protocol is also presented. The domain in which the software system is tested is the creation of musical pieces. |
| Author | López-Ortega, Omar |
| Author_xml | – sequence: 1 givenname: Omar surname: López-Ortega fullname: López-Ortega, Omar email: lopezo@uaeh.edu.mx, olopez27@prodigy.net.mx organization: Área Académica de Sistemas Computacionales, Universidad Autónoma del Estado de Hidalgo, Carretera Pachuca-Tulancingo, km. 4.5, C.U., C.P. 42084 Pachuca, Hidalgo, Mexico |
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| Keywords | Cognitive processes Computer-assisted creativity Agent-oriented programming Recursive systems Autonomous system Brain Coordination Process planning Modular system Central nervous system Emulator Modeling Creativity Encephalon Agent oriented Cognitive theory Multiagent system Holism Musical acoustics Recursive method Unified modelling language Planning Artificial intelligence |
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| SubjectTerms | Agent-oriented programming Agents (artificial intelligence) Applied sciences Artificial intelligence Autonomous Brain Cognitive processes Computer programs Computer science; control theory; systems Computer systems and distributed systems. User interface Computer-assisted creativity Creativity Exact sciences and technology Expert systems Exploration Mathematical models Recursive systems Software Software engineering |
| Title | Computer-assisted creativity: Emulation of cognitive processes on a multi-agent system |
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