Most-cited papers on Knowledge Graph Ontology and Association

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. Predicting Gene-Disease Associations with Knowledge Graph Embeddings over Multiple Ontologies

   2021 · arXiv (Cornell University) · Nunes, Susana, Sousa, Rita T., Pesquita, Cátia

   7 cited

2. Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology

   2020 · Automation in Construction · Fang, Weili, Ma, Ling, Love, Peter E.D. et al.

   210 cited

3. Developing an Ontology for Cyber Security Knowledge Graphs

   2015 · Iannacone, Michael D., Bohn, Shawn, Nakamura, Grant et al.

   154 cited

4. Knowledge graph based on domain ontology and natural language processing technology for Chinese intangible cultural heritage

   2018 · Journal of Visual Languages & Computing · Dou, Jinhua, Qin, Jingyan, Jin, Zanxia et al.

   139 cited

5. An automatic literature knowledge graph and reasoning network modeling framework based on ontology and natural language processing

   2019 · Advanced Engineering Informatics · Chen, Hainan, Luo, Xiaowei

   126 cited

6. A knowledge graph method for hazardous chemical management: Ontology design and entity identification

   2020 · Neurocomputing · Zheng, Xue, Wang, Bing, Zhao, Yunmeng et al.

   92 cited

7. Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text

   2023 · Lecture notes in computer science · Mihindukulasooriya, Nandana, Tiwari, Sanju, Enguix, Carlos F. et al.

   69 cited

8. Construction and application of an ontology-based domain-specific knowledge graph for petroleum exploration and development

   2022 · Geoscience Frontiers · Tang, Xianming, Feng, Zhiqiang, Xiao, Yitian et al.

   56 cited

9. A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks

   2022 · Scientific Data · Blagec, Kathrin, Barbosa-Silva, Adriano, Ott, Simon et al.

   52 cited

10. Social engineering in cybersecurity: a domain ontology and knowledge graph application examples

    2021 · Cybersecurity · Wang, Zuoguang, Zhu, Hongsong, Liu, Peipei et al.

    51 cited

11. OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding

    2021 · Xiang, Yuejia, Zhang, Ziheng, Chen, Jiaoyan et al.

    45 cited

12. A New Method for Knowledge and Information Management Domain Ontology Graph Model

    2012 · IEEE Transactions on Systems Man and Cybernetics Systems · Liu, James N. K., He, Yulin, Lim, Edward H. Y. et al.

    43 cited

13. Data-Driven Construction Safety Information Sharing System Based on Linked Data, Ontologies, and Knowledge Graph Technologies

    2022 · International Journal of Environmental Research and Public Health · Pedro, Akeem, Pham-Hang, Anh-Tuan, Nguyen, Phong Thanh et al.

    41 cited

14. From human experts to machines: An LLM supported approach to ontology and knowledge graph construction

    2024 · arXiv (Cornell University) · Kommineni, Vamsi Krishna, König‐Ries, Birgitta, Samuel, Sheeba

    40 cited

15. Construction and exploitation of an historical knowledge graph to deal with the evolution of ontologies

    2020 · Knowledge-Based Systems · Cardoso, Silvio Domingos, Silveira, Marcos Da, Pruski, Cédric

    39 cited

16. Ontologies and Knowledge Graphs in Oncology Research

    2022 · Cancers · Silva, Marta Contreiras, Eugénio, Patrícia, Faria, Daniel et al.

    38 cited

17. Fact Checking in Knowledge Graphs with Ontological Subgraph Patterns

    2018 · Data Science and Engineering · Lin, Peng, Song, Qi, Wu, Yinghui

    35 cited

18. Knowledge Graphs’ Ontologies and Applications for Energy Efficiency in Buildings: A Review

    2022 · Energies · Lygerakis, Filippos, Kampelis, Nikos, Kolokotsa, Dionysia

    32 cited

19. From knowledge graph embedding to ontology embedding? An analysis of the compatibility between vector space representations and rules

    2018 · Principles of Knowledge Representation and Reasoning · Basulto, Víctor Gutiérrez, Schockaert, Steven

    29 cited

20. An ontology-based knowledge graph for representing interactions involving RNA molecules

    2024 · Scientific Data · Cavalleri, Emanuele, Cabri, Alberto, Soto, Mauricio et al.

    27 cited

21. Knowledge graph enrichment from clinical narratives using NLP, NER, and biomedical ontologies for healthcare applications

    2023 · International Journal of Information Technology · Thukral, Anjali, Dhiman, Shivani, Meher, Ravi et al.

    26 cited

22. OntoKnowNHS: Ontology Driven Knowledge Centric Novel Hybridised Semantic Scheme for Image Recommendation Using Knowledge Graph

    2021 · Communications in computer and information science · Roopak, N., Deepak, Gerard

    26 cited

23. Ontologies for Knowledge Graphs: Breaking the Rules

    2016 · Lecture notes in computer science · Krötzsch, Markus, Thost, Veronika

    26 cited

24. An Ontology-Based Framework for Geospatial Integration and Querying of Raster Data Cube Using Virtual Knowledge Graphs

    2023 · ISPRS International Journal of Geo-Information · Hamdani, Younes, Xiao, Guohui, Ding, Linfang et al.

    25 cited

25. Improving Knowledge Graph Embeddings with Ontological Reasoning

    2021 · Lecture notes in computer science · Jain, Nitisha, Tran, Trung-Kien, Gad-Elrab, Mohamed H. et al.

    24 cited

26. Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case

    2022 · Lecture notes in computer science · Zhou, Dongzhuoran, Zhou, Baifan, Zheng, Zhuoxun et al.

    23 cited

27. Experiences with creating a Precision Dairy Farming Ontology (DFO) and a Knowledge Graph for the Data Integration Platform in agriOpenLink

    2015 · Journal of Agricultural Informatics · Tomic, Dana, Drenjanac, Domagoj, Hoermann, Sandra et al.

    23 cited

28. Knowledge Graph for Identifying Geological Disasters by Integrating Computer Vision with Ontology

    2023 · Journal of Earth Science · Qiu, Qinjun, Xie, Zhong, Zhang, Die et al.

    22 cited

29. Ontology-aware partitioning for knowledge graph identification

    2013 · Pujara, Jay, Miao, Hui, Getoor, Lise et al.

    22 cited

30. Ontology-driven knowledge graph for decision-making in resilience enhancement of underground structures: Framework and application

    2025 · Tunnelling and Underground Space Technology · Gan, Bin-Lin, Zhang, Dongmei, Huang, Zhongkai et al.

    22 cited