A Knowledge Graph-based Interaction Design Method for Smart Product-service System Development
To meet the dynamic and personalized requirements of Smart product-service system, a knowledge graph-based interaction design method is proposed to combine and utilize the internal and external knowledge for outputting Smart product-service system design solutions. Firstly, an internal knowledge gra...
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Veröffentlicht in: | Ji xie gong cheng xue bao 2023, Vol.59 (11), p.94 |
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creator | Cong, Jingchen Xiang, Zhongxia Li, Xinyu Dong, Liang Li, Jutao Chen, Chun-Hsien |
description | To meet the dynamic and personalized requirements of Smart product-service system, a knowledge graph-based interaction design method is proposed to combine and utilize the internal and external knowledge for outputting Smart product-service system design solutions. Firstly, an internal knowledge graph is established based on the five elements of user experience, and an external knowledge graph is established with open-source knowledge of other fields. Secondly, the Concept-Knowledge(C-K) operator is utilized to obtain the solutions to the personalized requirements, the number of sensory channels, and the knowledge of elements in the surface layer. Finally, the human-computer interaction decision tree is constructed to meet the dynamic and personalized requirements. After the system is developed and used, Smart product-service system can collect the context data in real-time and obtain the solutions by utilizing the results of the human-computer interaction decision trees. To validate the performance of the proposed approach, a case study of a smart medication service system is conducted. |
doi_str_mv | 10.3901/JME.2023.11.094 |
format | Article |
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Firstly, an internal knowledge graph is established based on the five elements of user experience, and an external knowledge graph is established with open-source knowledge of other fields. Secondly, the Concept-Knowledge(C-K) operator is utilized to obtain the solutions to the personalized requirements, the number of sensory channels, and the knowledge of elements in the surface layer. Finally, the human-computer interaction decision tree is constructed to meet the dynamic and personalized requirements. After the system is developed and used, Smart product-service system can collect the context data in real-time and obtain the solutions by utilizing the results of the human-computer interaction decision trees. To validate the performance of the proposed approach, a case study of a smart medication service system is conducted.</description><identifier>ISSN: 0577-6686</identifier><identifier>DOI: 10.3901/JME.2023.11.094</identifier><language>chi ; eng</language><publisher>Beijing: Chinese Mechanical Engineering Society (CMES)</publisher><subject>Customization ; Decision trees ; Design techniques ; Human-computer interaction ; Knowledge ; Knowledge representation ; Surface layers ; Systems design ; User experience</subject><ispartof>Ji xie gong cheng xue bao, 2023, Vol.59 (11), p.94</ispartof><rights>Copyright Chinese Mechanical Engineering Society (CMES) 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,4024,27923,27924,27925</link.rule.ids></links><search><creatorcontrib>Cong, Jingchen</creatorcontrib><creatorcontrib>Xiang, Zhongxia</creatorcontrib><creatorcontrib>Li, Xinyu</creatorcontrib><creatorcontrib>Dong, Liang</creatorcontrib><creatorcontrib>Li, Jutao</creatorcontrib><creatorcontrib>Chen, Chun-Hsien</creatorcontrib><title>A Knowledge Graph-based Interaction Design Method for Smart Product-service System Development</title><title>Ji xie gong cheng xue bao</title><description>To meet the dynamic and personalized requirements of Smart product-service system, a knowledge graph-based interaction design method is proposed to combine and utilize the internal and external knowledge for outputting Smart product-service system design solutions. Firstly, an internal knowledge graph is established based on the five elements of user experience, and an external knowledge graph is established with open-source knowledge of other fields. Secondly, the Concept-Knowledge(C-K) operator is utilized to obtain the solutions to the personalized requirements, the number of sensory channels, and the knowledge of elements in the surface layer. Finally, the human-computer interaction decision tree is constructed to meet the dynamic and personalized requirements. After the system is developed and used, Smart product-service system can collect the context data in real-time and obtain the solutions by utilizing the results of the human-computer interaction decision trees. To validate the performance of the proposed approach, a case study of a smart medication service system is conducted.</description><subject>Customization</subject><subject>Decision trees</subject><subject>Design techniques</subject><subject>Human-computer interaction</subject><subject>Knowledge</subject><subject>Knowledge representation</subject><subject>Surface layers</subject><subject>Systems design</subject><subject>User experience</subject><issn>0577-6686</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNotkM9PwjAUx3vQRETPXpt43ugvtu5IEBGFaIJebbr2DUZgnW2H4b93BE8vefnk-77vg9ADJSkvCB29rmYpI4ynlKakEFdoQMZ5nmSZzG7QbQg7QniRMzpA3xP81rjfPdgN4LnX7TYpdQCLF00Er02sXYOfINSbBq8gbp3FlfN4fdA-4g_vbGdiEsAfawN4fQoRDj1-hL1rD9DEO3Rd6X2A-_85RF_Ps8_pS7J8ny-mk2ViaN8vEYZyobNc2FxnGqRmFsqMCM37ZWGNKStTmXJsKy0KEFaOgVSScJ4zUnLN-BA9XnJb7346CFHtXOeb_qRiUnApJc3O1OhCGe9C8FCp1tf9JydFiTqLU704dRanKFV9Mf4Hs19jww</recordid><startdate>2023</startdate><enddate>2023</enddate><creator>Cong, Jingchen</creator><creator>Xiang, Zhongxia</creator><creator>Li, Xinyu</creator><creator>Dong, Liang</creator><creator>Li, Jutao</creator><creator>Chen, Chun-Hsien</creator><general>Chinese Mechanical Engineering Society (CMES)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>L7M</scope></search><sort><creationdate>2023</creationdate><title>A Knowledge Graph-based Interaction Design Method for Smart Product-service System Development</title><author>Cong, Jingchen ; Xiang, Zhongxia ; Li, Xinyu ; Dong, Liang ; Li, Jutao ; Chen, Chun-Hsien</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1094-4c134a674d7a6ae8a2deb604a3a679dccbfcfcb5dfa49e4d85e0f8033720b3a23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>chi ; eng</language><creationdate>2023</creationdate><topic>Customization</topic><topic>Decision trees</topic><topic>Design techniques</topic><topic>Human-computer interaction</topic><topic>Knowledge</topic><topic>Knowledge representation</topic><topic>Surface layers</topic><topic>Systems design</topic><topic>User experience</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cong, Jingchen</creatorcontrib><creatorcontrib>Xiang, Zhongxia</creatorcontrib><creatorcontrib>Li, Xinyu</creatorcontrib><creatorcontrib>Dong, Liang</creatorcontrib><creatorcontrib>Li, Jutao</creatorcontrib><creatorcontrib>Chen, Chun-Hsien</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Ji xie gong cheng xue bao</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cong, Jingchen</au><au>Xiang, Zhongxia</au><au>Li, Xinyu</au><au>Dong, Liang</au><au>Li, Jutao</au><au>Chen, Chun-Hsien</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Knowledge Graph-based Interaction Design Method for Smart Product-service System Development</atitle><jtitle>Ji xie gong cheng xue bao</jtitle><date>2023</date><risdate>2023</risdate><volume>59</volume><issue>11</issue><spage>94</spage><pages>94-</pages><issn>0577-6686</issn><abstract>To meet the dynamic and personalized requirements of Smart product-service system, a knowledge graph-based interaction design method is proposed to combine and utilize the internal and external knowledge for outputting Smart product-service system design solutions. Firstly, an internal knowledge graph is established based on the five elements of user experience, and an external knowledge graph is established with open-source knowledge of other fields. Secondly, the Concept-Knowledge(C-K) operator is utilized to obtain the solutions to the personalized requirements, the number of sensory channels, and the knowledge of elements in the surface layer. Finally, the human-computer interaction decision tree is constructed to meet the dynamic and personalized requirements. After the system is developed and used, Smart product-service system can collect the context data in real-time and obtain the solutions by utilizing the results of the human-computer interaction decision trees. To validate the performance of the proposed approach, a case study of a smart medication service system is conducted.</abstract><cop>Beijing</cop><pub>Chinese Mechanical Engineering Society (CMES)</pub><doi>10.3901/JME.2023.11.094</doi><oa>free_for_read</oa></addata></record> |
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subjects | Customization Decision trees Design techniques Human-computer interaction Knowledge Knowledge representation Surface layers Systems design User experience |
title | A Knowledge Graph-based Interaction Design Method for Smart Product-service System Development |
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