一、主要研究方向

时空大数据、自然语言处理、知识图谱

二、项目情况

主持国家产业高质量发展专项课题1项，参与其他国家级项目6项，主持横向项目多项

三、代表性论文

[1] Qiu, Q., Ma, K., Xie, Z., & Tao, L.. Construction and application of a knowledge graph for iron deposits using text mining analytics and a deep learning algorithm[J]. Mathematical Geosciences, 2023: 1-34. (SCI, 2023)

[2] Xu S, Liu X, Ma K*, et al. Rumor detection on social media using hierarchically aggregated feature via graph neural networks[J]. Applied Intelligence, 2023, 53(3): 3136-3149. (SCI, 2023)

[3] Qiu, Q., Ma, K., Xie, Z., & Tao, L. A question answering system based on mineral exploration ontology generation: A deep learning methodology. Ore Geology Reviews, 105262. (SCI, 2023)

[4] Qiu, Q., Ma, K., Xie, Z., & Tao, L..Geological profile-text information association model of mineral exploration reports for fast analysis of geological content. Ore Geology Reviews, 105262. (SCI, 2023)

[5] Tian, M., Ma, K., Liu, Z.,et al. Recognition of geological legends on a geological profile via an improved deep learning method with augmented data using transfer learning strategies. Ore Geology Reviews, 105270. (SCI, 2023)

四、科技奖励

1.湖北省科技进步二等奖(2019)

2.湖北省科技进步三等奖(2014)

3.湖北省科技进步三等奖(2011)

4.湖北省科技进步二等奖(2008)

5.中国岩石力学与工程会科学技术一等奖(2008)