Evaluating the impact of Idea-Inspire 4.0 on analogical transfer of concepts
| العنوان: | Evaluating the impact of Idea-Inspire 4.0 on analogical transfer of concepts |
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| المؤلفون: | L. Siddharth, Amaresh Chakrabarti |
| المصدر: | Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 32:431-448 |
| بيانات النشر: | Cambridge University Press (CUP), 2018. |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | 0209 industrial biotechnology, business.industry, Computer science, 0211 other engineering and technologies, Novelty, 02 engineering and technology, Functional decomposition, Industrial and Manufacturing Engineering, Image (mathematics), 020901 industrial engineering & automation, Knowledge base, Artificial Intelligence, Human–computer interaction, Function model, Benchmark (computing), Engineering design process, business, Representation (mathematics), 021106 design practice & management |
| الوصف: | The biological domain has the potential to offer a rich source of analogies to solve engineering design problems. However, due to the complexity embedded in biological systems, adding to the lack of structured, detailed, and searchable knowledge bases, engineering designers find it hard to access the knowledge in the biological domain, which therefore poses challenges in understanding the biological concepts in order to apply these concepts to engineering design problems. In order to assist the engineering designers in problem-solving, we report, in this paper, a web-based tool called Idea-Inspire 4.0 that supports analogical design using two broad features. First, the tool provides access to a number of biological systems using a searchable knowledge base. Second, it explains each one of these biological systems using a multi-modal representation: that is, using function decomposition model, text, function model, image, video, and audio. In this paper, we report two experiments that test how well the multi-modal representation in Idea-Inspire 4.0 supports understanding and application of biological concepts in engineering design problems. In one experiment, we use Bloom's method to test “analysis” and “synthesis” levels of understanding of a biological system. In the next experiment, we provide an engineering design problem along with a biological-analogous system and examine the novelty and requirement-satisfaction (two major indicators of creativity) of resulting design solutions. In both the experiments, the biological system (analogue) was provided using Idea-Inspire 4.0 as well as using a conventional text-image representation so that the efficacy of Idea-Inspire 4.0 is tested using a benchmark. |
| تدمد: | 1469-1760 0890-0604 |
| DOI: | 10.1017/s0890060418000136 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::d0f6182d9f372a46dfe9ec4df2beb011 https://doi.org/10.1017/s0890060418000136 |
| Rights: | CLOSED |
| رقم الانضمام: | edsair.doi...........d0f6182d9f372a46dfe9ec4df2beb011 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 14691760 08900604 |
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| DOI: | 10.1017/s0890060418000136 |