Essential issues to consider for a manufacturing data query system based on graph
Communication avec acte
Manufacturing industry data are distributed, heterogeneous and numerous, resulting in different challenges including the fast, exhaustive and relevant querying of data. In order to provide an innovative answer to this challenge, the authors consider an information retrieval system based on a graph database. In this paper, the authors focus on determining the essential functions to consider in this context. The authors define a three-step methodology using root causes analysis and resolution. This methodology is then applied to a data set and queries representative of an industrial use case. As a result, the authors list four major issues to consider and discuss their potential resolutions.
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Article dans une revue avec comité de lectureKIM, Lise; YAHIA, Esma; SEGONDS, FREDERIC; VERON, Philippe; FAU, Victor (Springer Science and Business Media LLC, 2021)Manufacturing industry data are distributed, heterogeneous and numerous, resulting in different challenges including fast, exhaustive and relevant querying of data. In order to provide an innovative answer to this challenge, ...
Communication avec acteDuring the manufacturing product life cycle, an increasing volume of data is generated and stored in distributed resources. These data are heterogeneous, explicitly and implicitly linked and they could be structured and ...
i-Dataquest: A heterogeneous information retrieval tool using data graph for the manufacturing industry Article dans une revue avec comité de lectureManufacturing industry needs access to the data in order to realise its activities but also to generate new value-added knowledge. Nevertheless, it is confronted with a large and growing volume of heterogeneous data which ...
Article dans une revue avec comité de lectureHUET, Armand; PINQUIE, Romain; VERON, Philippe; SEGONDS, Frédéric; FAU, Victor (Springer, 2020)[Context] The design of a system shall comply with many design rules that help industrial designers to create high quality design in an efficient way. Nowadays, design rules try to consider all product lifecycle’s phases ...
Communication avec acteHUET, Armand; VERON, Philippe; SEGONDS, Frédéric; PINQUIE, Romain; FAU, Victor (Proceedings of JCM'20, 2020)In manufacturing industries, the design of a product needs to comply with many design rules. These rules are essentials as they help industrial designers to create high quality conception in an efficient way. [Problem] ...