Cognitive Mimetics for Designing Intelligent Technologies
Design mimetics is an important method of creation in technology design. Here, we review design mimetics as a plausible approach to address the problem of how to design generally intelligent technology. We argue that design mimetics can be conceptually divided into three levels based on the source o...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2018-01-01
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| Series: | Advances in Human-Computer Interaction |
| Online Access: | http://dx.doi.org/10.1155/2018/9215863 |
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| _version_ | 1832558332607463424 |
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| author | Tuomo Kujala Pertti Saariluoma |
| author_facet | Tuomo Kujala Pertti Saariluoma |
| author_sort | Tuomo Kujala |
| collection | DOAJ |
| description | Design mimetics is an important method of creation in technology design. Here, we review design mimetics as a plausible approach to address the problem of how to design generally intelligent technology. We argue that design mimetics can be conceptually divided into three levels based on the source of imitation. Biomimetics focuses on the structural similarities between systems in nature and technical solutions for solving design problems. In robotics, the sensory-motor systems of humans and animals are a source of design solutions. At the highest level, we introduce the concept of cognitive mimetics, in which the source for imitation is human information processing. We review and discuss some historical examples of cognitive mimetics, its potential uses, methods, levels, and current applications, and how to test its success. We conclude by a practical example showing how cognitive mimetics can be a highly valuable complimentary approach for pattern matching and machine learning based design of artificial intelligence (AI) for solving specific human-AI interaction design problems. |
| format | Article |
| id | doaj-art-996d4998d3464a9f89ccdb47f976d700 |
| institution | Kabale University |
| issn | 1687-5893 1687-5907 |
| language | English |
| publishDate | 2018-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Human-Computer Interaction |
| spelling | doaj-art-996d4998d3464a9f89ccdb47f976d7002025-02-03T01:32:43ZengWileyAdvances in Human-Computer Interaction1687-58931687-59072018-01-01201810.1155/2018/92158639215863Cognitive Mimetics for Designing Intelligent TechnologiesTuomo Kujala0Pertti Saariluoma1University of Jyväskylä, 40014 Jyväskylä, FinlandUniversity of Jyväskylä, 40014 Jyväskylä, FinlandDesign mimetics is an important method of creation in technology design. Here, we review design mimetics as a plausible approach to address the problem of how to design generally intelligent technology. We argue that design mimetics can be conceptually divided into three levels based on the source of imitation. Biomimetics focuses on the structural similarities between systems in nature and technical solutions for solving design problems. In robotics, the sensory-motor systems of humans and animals are a source of design solutions. At the highest level, we introduce the concept of cognitive mimetics, in which the source for imitation is human information processing. We review and discuss some historical examples of cognitive mimetics, its potential uses, methods, levels, and current applications, and how to test its success. We conclude by a practical example showing how cognitive mimetics can be a highly valuable complimentary approach for pattern matching and machine learning based design of artificial intelligence (AI) for solving specific human-AI interaction design problems.http://dx.doi.org/10.1155/2018/9215863 |
| spellingShingle | Tuomo Kujala Pertti Saariluoma Cognitive Mimetics for Designing Intelligent Technologies Advances in Human-Computer Interaction |
| title | Cognitive Mimetics for Designing Intelligent Technologies |
| title_full | Cognitive Mimetics for Designing Intelligent Technologies |
| title_fullStr | Cognitive Mimetics for Designing Intelligent Technologies |
| title_full_unstemmed | Cognitive Mimetics for Designing Intelligent Technologies |
| title_short | Cognitive Mimetics for Designing Intelligent Technologies |
| title_sort | cognitive mimetics for designing intelligent technologies |
| url | http://dx.doi.org/10.1155/2018/9215863 |
| work_keys_str_mv | AT tuomokujala cognitivemimeticsfordesigningintelligenttechnologies AT perttisaariluoma cognitivemimeticsfordesigningintelligenttechnologies |