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Geospatial Knowledge Graphs

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Laurent Lefort edited this page Nov 18, 2021 · 7 revisions

Geospatial Knowledge Graphs

Yago2Geo http://yago2geo.di.uoa.gr/ https://github.com/nkaralis/Yago_Extension Nikolaos Karalis, Georgios Mandilaras, and Manolis Koubarakis (2019) YAGO2geo Extending the YAGO2 Knowledge Graph with Precise Geospatial Information http://cgi.di.uoa.gr/~koubarak/publications/2019/yago2geo_iswc2019.pdf

Simon Scheider http://www.geographicknowledge.de/software.html http://www.semantic-web-journal.net/content/exploratory-querying-sparql-endpoints-space-and-time-1 https://github.com/lodum/SPEX

Gengchen Mai, Krzysztof Janowicz, Bo Yan, Simon Scheider Deeply Integrating Linked Data with Geographic Information Systems https://geog.ucsb.edu/~jano/2019-TGIS-LDConnector.pdf

Blake Regalia, Krzysztof Janowicz, and Grant McKenzie Computing and Querying Strict, Approximate, and Metrically-Refined Topological Relations in Linked Geographic Data https://grantdmckenzie.com/academics/2019-TGIS_Topology.pdf

Revisiting the Representation of and Need for Raw Geometries on the Linked Data Web
http://ceur-ws.org/Vol-1809/article-04.pdf
https://github.com/blake-regalia/awesemantic-geo https://github.com/blake-regalia?tab=repositories

Phuzzy - Linked Data for the National Map USGS funding http://geog.ucsb.edu/~regalia/paper/voila2017.pdf

E. Lynn Usery and Dalia Varanka Design and Development of Linked Data from The National Map http://www.semantic-web-journal.net/sites/default/files/swj180_2.pdf

Varanka, D.E., ed., 2012, Introduction to geospatial semantics and technology workshop handbook: U.S. Geological Survey Open-File Report 2012–1109, 107
https://pdfs.semanticscholar.org/d52c/e7ffad535109a8499bf25a1169de803f715d.pdf Bibliography (same author) https://prd-wret.s3-us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/atoms/files/Geospatial%20Semantics%20and%20Ontology%20pubs-Varanka.pdf

Gengchen Mai, Bo Yan, Krzysztof Janowicz, and Rui Zhu Relaxing Unanswerable Geographic Questions Using A Spatially Explicit Knowledge Graph Embedding Model http://www.geog.ucsb.edu/~gengchen_mai/papers/2019-AGILE19_TransGeo.pdf
https://github.com/gengchenmai/TransGeo (queries examples)

Sebastian Neumaier and Axel Polleres. Enabling Spatio-Temporal Search in Open Data. Journal of Web Semantics (JWS), Elsevier, 2018. http://epub.wu.ac.at/6764/1/neumaier2018TR-enabling.pdf

Cited by:

  • Gottschalk, S., & Demidova, E. (2019). EventKG–the hub of event knowledge on the web–and biographical timeline generation. Semantic Web, (Preprint), 1-32 https://arxiv.org/pdf/1905.08794.pdf
  • Chapman, A., Simperl, E., Koesten, L., Konstantinidis, G., Ibáñez-Gonzalez, L. D., Kacprzak, E., & Groth, P. (2019). Dataset search: a survey. arXiv preprint arXiv:1901.00735 https://arxiv.org/pdf/1901.00735.pdf

Geographic Knowledge Graph (GeoKG): A Formalized Geographic Knowledge Representation https://www.mdpi.com/2220-9964/8/4/184/pdf

NZ (2017) e-IDI proof of concept report http://www.mfe.govt.nz/sites/default/files/media/eidi_technical_report_2017.pdf

- UPDATE (November 2021) -

Bo Yan (2016) A Data-Driven Framework for Assisting Geo-Ontology Engineering Using a Discrepancy Index https://escholarship.org/content/qt5dj5w19m/qt5dj5w19m_noSplash_b2dce6ba55d1f4eb404df5410b6c9ae2.pdf?t=prk15q

J. Siao Him Fa (2018) A Brokering Approach to Federating Spatial Data in a Semantic Web Environment https://espace.curtin.edu.au/handle/20.500.11937/69354 CRC SI

Adlan, Chaidir Arsyan (2018) Linked spatial data: Beyond the linked open data cloud. http://essay.utwente.nl/85863/

S. Amir Raza (2019) Comparison of geospatial support in RDF triple stores https://lup.lub.lu.se/luur/download?func=downloadFile&recordOId=8974835&fileOId=8974862 https://github.com/Raza-Amir-Syed/TestGeoRDFStores Weiming Huang, Syed Amir Raza, Oleg Mirzov and Lars Harrie (2019) Assessment and Benchmarking of Spatially-Enabled RDF stores for Next Generation of Spatial Data Infrastructure. https://www.mdpi.com/2220-9964/8/7/310/pdf https://github.com/RightBank/Benchmarking-spatially-enabled-RDF-stores

Ikrom Nishanbaev, Erik Champion and David A. McMeekin (2020) A Comparative Evaluation of Geospatial Semantic Web Frameworks for Cultural Heritage https://www.mdpi.com/2571-9408/3/3/48

Joseph Abhayaratna, Linda van den Brink, Nicholas Car, Rob Atkinson, Timo Homburg, Frans Knibbe, Kris McGlinn, Anna Wagner, Mathias Bonduel, Mads Holten Rasmussen, Florian Thiery (2020) OGC Benefits of Representing Spatial Data Using Semantic and Graph Technologies http://www.opengis.net/doc/wp/using-semantic-graph

Serena Coetzee, Ivana Ivánová, Helena Mitasova and Maria Antonia Brovelli (2020) Open Geospatial Software and Data A Review https://www.mdpi.com/2220-9964/9/2/90

Regalia, Blake D. (2020) Regalia Computational Time and Space Tradeoffs in Geo Knowledge Graphs https://escholarship.org/content/qt7vb2448b/qt7vb2448b.pdf

Alishiba Dsouza, Nicolas Tempelmeier, Ran Yu, Simon Gottschalk, and Elena Demidova. 2021. WorldKG: A World-Scale Geographic Knowledge Graph. In Proc. CIKM '21 https://dl.acm.org/doi/abs/10.1145/3459637.3482023 https://zenodo.org/record/4953986#.YVVjv5pBy70 https://github.com/alishiba14/WorldKG-Knowledge-Graph Alishiba Dsouza, Nicolas Tempelmeier, Elena Demidova. (2021) Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs. ISWC 2021. https://arxiv.org/pdf/2107.13257.pdf or https://www.springerprofessional.de/en/towards-neural-schema-alignment-for-openstreetmap-and-knowledge-/19712080 https://github.com/alishiba14/NCA-OSM-to-KGs WorldKG https://www.worldkg.org/

Other types of Linked Geospatial Data

Kadaster example (.nl)

2007 Ressler and Dean: State of the practice http://ceur-ws.org/Vol-299/33.pdf

RISIS Summer school http://risis.eu/event/geography-training/

Linked Raster Data: work at University of Zurich, Melodies project http://www.melodiesproject.eu/content/linking-geospatial-raster-data

Landmap Linked Data ISO standard geospatial metadata as Linked Data https://mimasld.wordpress.com/

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