Graph-based knowledge reuse for supporting knowledge-driven decision-making in new product development
| العنوان: | Graph-based knowledge reuse for supporting knowledge-driven decision-making in new product development |
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| المؤلفون: | Qi Lu, Fengtian Chang, Chao Zhang, Guanghui Zhou |
| المصدر: | International Journal of Production Research. 55:7187-7203 |
| بيانات النشر: | Informa UK Limited, 2017. |
| سنة النشر: | 2017 |
| مصطلحات موضوعية: | 0209 industrial biotechnology, Engineering, Knowledge management, business.industry, Strategy and Management, Knowledge engineering, Knowledge value chain, Open Knowledge Base Connectivity, 02 engineering and technology, Management Science and Operations Research, Industrial and Manufacturing Engineering, Knowledge-based systems, 020901 industrial engineering & automation, Knowledge extraction, Knowledge integration, 0202 electrical engineering, electronic engineering, information engineering, Personal knowledge management, Domain knowledge, 020201 artificial intelligence & image processing, Software engineering, business |
| الوصف: | Pre-existing knowledge buried in manufacturing enterprises can be reused to help decision-makers develop good judgements to make decisions about the problems in new product development, which in turn speeds up and improves the quality of product innovation. This paper presents a graph-based approach to knowledge reuse for supporting knowledge-driven decision-making in new product development. The paper first illustrates the iterative process of knowledge-driven decision-making in new product development. Then, a novel framework is proposed to facilitate this process, where knowledge maps and knowledge navigation are involved. Here, OWL ontologies are employed to construct knowledge maps, which appropriately capture and organise knowledge resources generated at various stages of product lifecycle; the Personalised PageRank algorithm is used to perform knowledge navigation, which finds the most relevant knowledge in knowledge maps for a given problem in new product development. Finally, the feasibility and ... |
| تدمد: | 1366-588X 0020-7543 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::25555fe46d53d767d13043dce0904809 https://doi.org/10.1080/00207543.2017.1351643 |
| رقم الأكسشن: | edsair.doi...........25555fe46d53d767d13043dce0904809 |
| قاعدة البيانات: | OpenAIRE |
PDF full text from Publisher | تدمد: | 1366588X 00207543 |
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