Expert Knowledfge Graph and Its Application for The Transformation of Scientific and Technological Achievements

DOI

10.2991/978-2-38476-277-4_50How to use a DOI?

Keywords

Knowledge graph; Transformation of scientific and technological achievements; Expert label

Abstract

In the era of knowledge economy, the transformation of scientific and technological achievements has become increasingly critical. This paper constructs expert knowledge graph according to the scenario requirements of school-enterprise cooperation projects, provides information technology support for school-enterprise cooperation, and improves the transformation efficiency of scientific and technological achievements. Firstly, this paper collects multi-source data information of experts from CNKI, Wanfang Data knowledge service platform, university official website and other databases for data integration. BERT+BiLSTM+CRF algorithm is used to extract the entity of expert scientific and technological achievements, and TF-IDF algorithm is used to generate expert labels for the scientific and technological achievements information of experts such as papers and patents. The expert knowledge graph is finally constructed by entity fusion based on neo4j graph database. The knowledge graph with expert labels constructed in this study can effectively explore the scientific research fields of experts, contribute to the transformation of scientific and technological achievements between universities and enterprises, and provide convenient conditions for enterprises to select suitable experts for cooperation.

Copyright

© 2024 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.

Download article (PDF)

TY  - CONF
AU  - Quanzhong Wang
PY  - 2024
DA  - 2024/09/02
TI  - Expert Knowledfge Graph and Its Application for The Transformation of Scientific and Technological Achievements
BT  - Proceedings of the 2024 10th International Conference on Humanities and Social Science Research (ICHSSR 2024)
PB  - Atlantis Press
SP  - 447
EP  - 453
SN  - 2352-5398
UR  - https://doi.org/10.2991/978-2-38476-277-4_50
DO  - 10.2991/978-2-38476-277-4_50
ID  - Wang2024
ER  -