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Research on the Application of Knowledge Graph Technology in Urban Management Decision Support System

Published: 18 November 2024 Publication History

Abstract

This study focuses on the application of knowledge graph technology in urban management decision support systems, particularly through an urban green space distribution optimization project. It demonstrates how knowledge graphs can enhance urban planning and management. By constructing and applying knowledge graphs, this study effectively integrates urban green space information from multiple data sources, providing data support and insights for optimizing urban green space layout. The study reveals that optimizing urban green space distribution increases green space area and improves resident satisfaction, emphasizing the importance of optimizing urban green space for enhancing resident quality of life and sustainable urban development. The article also discusses research limitations and proposes future directions, including diversifying data sources and deepening research methods, to improve urban green space planning and management accuracy and effectiveness.

References

[1]
Liu, Y., Ding, J., & Li, Y. (2022). Developing knowledge graph based system for urban computing. Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Knowledge Graphs.
[2]
Feng, X., Liu, Q., & Liu, X. (2021). Intelligent Question Answering System Based on Knowledge Graph. 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys).
[3]
Liu, Y., Ding, J., Fu, Y., & Li, Y. (2023). UrbanKG: An Urban Knowledge Graph System. ACM Transactions on Intelligent Systems and Technology.
[4]
Zhang, Z. (2017). Graph Databases for Knowledge Management. IT Professional.
[5]
Tan, J., Qiu, Q., Guo, W., & Li, T. (2021). Research on the Construction of a Knowledge Graph and Knowledge Reasoning Model in the Field of Urban Traffic. Sustainability.
[6]
Elnagar, S., & Weistroffer, H. (2019). Introducing Knowledge Graphs to Decision Support Systems Design.
[7]
Xiang, X., Wang, Z., Jia, Y., & Fang, B. (2019). Knowledge Graph-Based Clinical Decision Support System Reasoning: A Survey. 2019 IEEE Fourth International Conference on Data Science in Cyberspace (DSC).
[8]
Jie, L., Feng, Z., Zhang, M., Jing, F., & Guo, Q. (2023). Review of Knowledge Graph and Its Vertical Applications in Industry. 2023 42nd Chinese Control Conference (CCC).
[9]
Mier, F. J. Z., Iglesias, C. A., & Sheth, A. (2023). Applications of Knowledge Graphs in Telecommunication Systems Management. IEEE Internet Computing.
[10]
Haase, P., Herzig, D. M., Kozlov, A., Nikolov, A., & Trame, J. (2019). metaphactory: A platform for knowledge graph management. Semantic Web.
[11]
Zhang, Y., Zhang, H., Zhang, J., Li, L., Zheng, Z., & Lu, Y. (2021). Research on Power Knowledge Platform Method Based on Knowledge Graph. 2021 IEEE 4th International Conference on Automation, Electronics and Electrical Engineering (AUTEEE).
[12]
Rajabi, E., & Etminani, K. (2021). Towards a Knowledge Graph-Based Explainable Decision Support System in Healthcare. Studies in health technology and informatics.
[13]
Rotmensch, M., Halpern, Y., Tlimat, A., Horng, S., & Sontag, D. (2017). Learning a Health Knowledge Graph from Electronic Medical Records. Scientific Reports.
[14]
Jingus, J., Liu, R., Wang, W., Shu, F., & Ma, W. (2022). Design and implementation of power grid data support platform based on knowledge graph. 2022 IEEE 10th Joint International Information Technology and Artificial Intelligence Conference (ITAIC).
[15]
Lin, L. (2022). Research on knowledge graph technology and application scenarios.
[16]
Li, Z., Liu, X.-S., An, Y., Sun, L., Zhang, Y., & Wan, J. (2020). Application Scenarios Of Knowledge Graph In IT Operation. Journal of Physics: Conference Series.
[17]
Xu, W., Curé, O., & Calvez, P. (2020). Knowledge Graph Management on the Edge. ArXiv.
[18]
Zhu, M., Zhou, W., & Yuan, T. (2023). Urban Expressway Renewal Strategy Based on Knowledge Graphs. Applied Sciences.
[19]
Wang, Z. (2023). Knowledge Graph Service System Based on Data Fusion Technology. 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC).
[20]
Ye, Z., Kumar, Y. J., Sing, G. O., Song, F., & Wang, J. (2022). A Comprehensive Survey of Graph Neural Networks for Knowledge Graphs. IEEE Access.
[21]
Fu, T.-J., Li, P.-H., & Ma, W.-Y. (2019). GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction. 1409–1418.

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        cover image ACM Other conferences
        ICDSM '24: Proceedings of the International Conference on Decision Science & Management
        April 2024
        356 pages
        ISBN:9798400718151
        DOI:10.1145/3686081
        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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        Association for Computing Machinery

        New York, NY, United States

        Publication History

        Published: 18 November 2024

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        Author Tags

        1. Green space distribution optimization
        2. Knowledge graph technology
        3. Smart City
        4. Urban management
        5. Urban sustainable development

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