Proceedings of the 2022 International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2022)

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Research on Construction Method for Automatic Classification of Group Enterprise R&D Resources Space

Authors
Lei Wang1, Qingpeng Wang1, Hongyu Shao1, Li Li2, Sizhe Pan1, *
1School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China
2AVIC Jiangxi Hongdu Aviation Industry Group Company Ltd., Nanchang, 330024, China
*Corresponding author. Email: psizhe@tju.edu.cn
Corresponding Author
Sizhe Pan
Available Online 2 December 2022.
DOI
10.2991/978-94-6463-010-7_54How to use a DOI?
Keywords
Group Enterprise; R&D Resources; Resource Space
Abstract

In order to improve the organization and management ability of R&D resources in the group enterprise, and realize the efficient utilization of R&D resources, this paper puts forward the design resource space automatic construction classification method based on the analysis of the space construction requirements of R&D resources in the group enterprise. Machine learning is used to extract keywords from R&D resources, and semantic maps are built based on the semantic similarity of keywords. Hierarchical clustering is implemented through a community detection algorithm. Then, based on the BRET-LEAM model, the mapping of R&D resources to resource space is achieved, and the construction of multidimensional R&D resource space automatic classification is finally completed. Finally, an instance of group enterprise R&D resources automatic classification is built.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2022)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
2 December 2022
ISBN
10.2991/978-94-6463-010-7_54
ISSN
2589-4919
DOI
10.2991/978-94-6463-010-7_54How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Lei Wang
AU  - Qingpeng Wang
AU  - Hongyu Shao
AU  - Li Li
AU  - Sizhe Pan
PY  - 2022
DA  - 2022/12/02
TI  - Research on Construction Method for Automatic Classification of Group Enterprise R&D Resources Space
BT  - Proceedings of the 2022 International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2022)
PB  - Atlantis Press
SP  - 521
EP  - 529
SN  - 2589-4919
UR  - https://doi.org/10.2991/978-94-6463-010-7_54
DO  - 10.2991/978-94-6463-010-7_54
ID  - Wang2022
ER  -