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Vol.11 (2026) Iss. 1 / 2 / 3 / 4

Vol.10 (2025) Iss. 1 / 2 / 3 / 4

Research paper

A Method for Constructing Causal Knowledge Graphs in Oil and Gas Fields that Integrates Data-Driven Approaches and Large Language Models

Qingzeng Cao

School of Computer Science and Engineering

Xi’an Technological University

Xi’an, China

E-mail: 2771978945@qq.com

Xin Jing

School of Computer Science and Engineering

Xi’an Technological University

Xi’an, China

E-mail: jingxin@xatu.edu.cn

Jie Luo

School of Computer Science and Engineering

Xi’an Technological University

Xi’an, China

E-mail: 3030516025@qq.com

IJANMC, 2026, 11(3), 68-74; https://doi.org/10.58244/ijanmc.263996

Received : 09 Jun 2026 / Revised : 22 Jul 2026 / Accepted : 30 Jul 2026 / Published : 08 Aug 2026

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A Method for Constructing Causal Knowledge Graphs in Oil and Gas Fields that Integrates Data-Driven Approaches and Large Language Models