Skip to main content

Construction Method of City-Level Geographic Knowledge Graph Based on Geographic Entity

  • Conference paper
  • First Online:
Geoinformatics and Data Analysis (ICGDA 2022)

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies ((LNDECT,volume 143))

Included in the following conference series:

Abstract

Geographic knowledge is a human’s summary of the characteristics and laws of geographic things. In recent years, geographic knowledge graph has gradually become a research hotspot. The construction of geographic knowledge graphs uses a large number of general techniques and methods in the field of knowledge graphs, but geographic knowledge graphs also have characteristics that are different from knowledge graphs in other fields. Based on the general construction technology of knowledge graphs and the special nature of geographic knowledge, combined with actual application scenarios and actual development experience, this paper proposes a city-level static geographic knowledge graph construction method based on a single source of surveying and mapping data. The research results of this article effectively solve the problem of using a single source of information to construct the basic framework of the city-level geographic knowledge graph, and lay the foundation for the subsequent integration, enrichment and application of the geographic knowledge graph. At the same time, it has a certain degree in urban management, urban planning and other fields. Versatility has important reference value for the application of geographic knowledge.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Fensel, D., et al.: Introduction: what is a knowledge graph? In: Knowledge Graphs. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-37439-6_1

  2. Wei, Z., Wan, G., Mu, Y., et al.: Design and construction of geographic knowledge graph. In: 2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC), vol. 9, pp. 2252–2256 (2020)

    Google Scholar 

  3. LiuQiao, L.Y., DuanHong, L.Y.: Knowledge graph construction techniques. J. Comput. Res. Dev. 53(3), 582 (2016)

    Google Scholar 

  4. Laurini, R., Kazar, O.: Geographic ontologies: survey and challenges. Meta-carto-semiotics 9(1), 1–13 (2017)

    Google Scholar 

  5. Wang, S., Zhang, X., Ye, P., Du, M., Lu, Y., Xue, H.: Geographic knowledge graph (GeoKG): a formalized geographic knowledge representation. ISPRS Int. J. Geo-Inf. 8, 184 (2019). https://doi.org/10.3390/ijgi8040184

    Article  Google Scholar 

  6. Needham, M., Hodler, A.E.: Graph Algorithms: Practical Examples in Apache Spark and Neo4j. O’Reilly Media (2019)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Junwei Liu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Liu, J., Guo, D., Liu, G., Zhao, Y., Yang, W., Tang, L. (2022). Construction Method of City-Level Geographic Knowledge Graph Based on Geographic Entity. In: Bourennane, S., Kubicek, P. (eds) Geoinformatics and Data Analysis. ICGDA 2022. Lecture Notes on Data Engineering and Communications Technologies, vol 143. Springer, Cham. https://doi.org/10.1007/978-3-031-08017-3_12

Download citation

Publish with us

Policies and ethics