Trial of design ideation through computational processing of function and user experience descriptions at early stage of design
Recently in the field of design, it is becoming more important to generate innovative ideas of "what to create" at early design stage than ideas of "how well to make". Ideation informatics to enhance idea generation by adding systematicity and exhaustiveness of in...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Japanese |
| Published: |
The Japan Society of Mechanical Engineers
2021-10-01
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| Series: | Nihon Kikai Gakkai ronbunshu |
| Subjects: | |
| Online Access: | https://www.jstage.jst.go.jp/article/transjsme/87/903/87_21-00207/_pdf/-char/en |
| _version_ | 1811308650841505792 |
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| author | Tamotsu MURAKAMI Tatsuya KURE Yuta MATSUNAGA |
| author_facet | Tamotsu MURAKAMI Tatsuya KURE Yuta MATSUNAGA |
| author_sort | Tamotsu MURAKAMI |
| collection | DOAJ |
| description | Recently in the field of design, it is becoming more important to generate innovative ideas of "what to create" at early design stage than ideas of "how well to make". Ideation informatics to enhance idea generation by adding systematicity and exhaustiveness of information technology to human intuition should be a prospective approach to the problem. In this research, a ten sentence pattern model is proposed as a computable description of function and user experience (UX) at early design stage as a fundamental technology for ideation informatics by extending the English basic five sentence patterns. An XML format is designed to add semantic information to words, phrases, and sentences described in the ten sentence pattern model by using concept dictionary, i.e., concept identifiers of EDR electronic dictionary and synsets of Japanese WordNet, and software to calculate their semantic similarity is implemented in Python. Then, based on the knowledge of cognitive neuroscience that "human creation does not create something out of nothing, but the memory of the past is the basis of creation", a database of functions and UXs of existing products and services is prepared as an extension of human memory. Using the database, experiments to coming up ideas for solving problems related to the new coronavirus. From the obtained results, the effectiveness and possibility of the proposed method are confirmed. |
| first_indexed | 2024-04-13T09:28:06Z |
| format | Article |
| id | doaj.art-c75cd51e552446cd9d83d919134df6d5 |
| institution | Directory Open Access Journal |
| issn | 2187-9761 |
| language | Japanese |
| last_indexed | 2024-04-13T09:28:06Z |
| publishDate | 2021-10-01 |
| publisher | The Japan Society of Mechanical Engineers |
| record_format | Article |
| series | Nihon Kikai Gakkai ronbunshu |
| spelling | doaj.art-c75cd51e552446cd9d83d919134df6d52022-12-22T02:52:23ZjpnThe Japan Society of Mechanical EngineersNihon Kikai Gakkai ronbunshu2187-97612021-10-018790321-0020721-0020710.1299/transjsme.21-00207transjsmeTrial of design ideation through computational processing of function and user experience descriptions at early stage of designTamotsu MURAKAMI0Tatsuya KURE1Yuta MATSUNAGA2Department of Mechanical Engineering, The University of TokyoDepartment of Mechanical Engineering, The University of TokyoDepartment of Mechanical Engineering, The University of TokyoRecently in the field of design, it is becoming more important to generate innovative ideas of "what to create" at early design stage than ideas of "how well to make". Ideation informatics to enhance idea generation by adding systematicity and exhaustiveness of information technology to human intuition should be a prospective approach to the problem. In this research, a ten sentence pattern model is proposed as a computable description of function and user experience (UX) at early design stage as a fundamental technology for ideation informatics by extending the English basic five sentence patterns. An XML format is designed to add semantic information to words, phrases, and sentences described in the ten sentence pattern model by using concept dictionary, i.e., concept identifiers of EDR electronic dictionary and synsets of Japanese WordNet, and software to calculate their semantic similarity is implemented in Python. Then, based on the knowledge of cognitive neuroscience that "human creation does not create something out of nothing, but the memory of the past is the basis of creation", a database of functions and UXs of existing products and services is prepared as an extension of human memory. Using the database, experiments to coming up ideas for solving problems related to the new coronavirus. From the obtained results, the effectiveness and possibility of the proposed method are confirmed.https://www.jstage.jst.go.jp/article/transjsme/87/903/87_21-00207/_pdf/-char/enideation informaticsten sentence pattern modelsemantic taggingsemantic similarityconcept dictionarycreativitydesign knowledge management |
| spellingShingle | Tamotsu MURAKAMI Tatsuya KURE Yuta MATSUNAGA Trial of design ideation through computational processing of function and user experience descriptions at early stage of design Nihon Kikai Gakkai ronbunshu ideation informatics ten sentence pattern model semantic tagging semantic similarity concept dictionary creativity design knowledge management |
| title | Trial of design ideation through computational processing of function and user experience descriptions at early stage of design |
| title_full | Trial of design ideation through computational processing of function and user experience descriptions at early stage of design |
| title_fullStr | Trial of design ideation through computational processing of function and user experience descriptions at early stage of design |
| title_full_unstemmed | Trial of design ideation through computational processing of function and user experience descriptions at early stage of design |
| title_short | Trial of design ideation through computational processing of function and user experience descriptions at early stage of design |
| title_sort | trial of design ideation through computational processing of function and user experience descriptions at early stage of design |
| topic | ideation informatics ten sentence pattern model semantic tagging semantic similarity concept dictionary creativity design knowledge management |
| url | https://www.jstage.jst.go.jp/article/transjsme/87/903/87_21-00207/_pdf/-char/en |
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