马凯导师简介
姓名：马凯
性别：男
出生年月：1980.01
职称：副教授
主要研究学科：计算机应用技术
主要研究方向：时空大数据、自然语言处理、知识图谱
个人简况：
博士，副教授，硕士生导师。毕业于中国地质大学（武汉）资源与环境遥感专业，获工学博士学位。主要从事时空大数据、知识图谱、自然语言处理应用研究工作。近年来共发表SCI及中文核心以上论文20余篇；获省部级科技奖励5项；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；指导本科生4次获湖北省优秀毕业论文奖励，指导员工获十七届“挑战杯”揭榜挂帅赛道全国特等奖，被共青团中央评为全国优秀指导教师。
近期论著：
[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)
[6] 邱芹军,田苗,马凯*等.2023.区域地质调查文本中文命名实体识别[J/OL].地质论评,69(1). (CSCD, 2023)
[7] Qiu Q, Tan Y, Ma K*, et al. Geological symbol recognition on geological map using convolutional recurrent neural network with augmented data[J]. Ore Geology Reviews, 2022: 105262. (SCI, 2022)
[8] 邱芹军,吴亮,马凯*等.面向灾害应急响应的地质灾害链知识图谱构建方法[J/OL].地球科学:1-22. (EI, 2022)
[9] Kai Ma, Miao Tian, Yongjian Tan, et al. Ontology-based BERT model for automated information extraction from geological hazard reports[J/OL]. Journal of Earth Science:1-25 (SCI, 2022).
[10] 马凯, 邱芹军等. 地质大数据挖掘技术研究[M]. 地质出版社. (著作, 2022).
[11] Ma, K., Tan, Y., Tian, M., et al. Extraction of temporal information from social media messages using the BERT model[J]. Earth Science Informatics, 1-12. (SCI, 2022)
[12] Ma, K., Tan, Y., Xie, Z., et al. Chinese toponym recognition with variant neural structures from social media messages based on BERT methods[J]. J Geogr Syst.1-27. (SSCI, 2022)
[13]邱芹军,马凯,朱恒华,刘春华,谢忠,谭永健,陶留锋.基于BERT的三维地质建模约束信息抽取方法及意义[J].西北地质,2022,55(04):124-132.(中文核心，2022)
[14]谭永健,田苗,徐德馨,盛冠群,马凯*,邱芹军,潘声勇.基于Xception网络的岩石图像分类识别研究[J].地理与地理信息科学,2022,38(03):17-22. (中文核心，2022)
[15] Ma, K., Tian, M., Tan, Y., et al. What is this article about? Generative summarization with the BERT model in the geosciences domain[J]. Earth Sci Inform 15, 21-36. (SCI, 2021)
[16] Qiu Q, Xie Z, Ma K,. et al. Spatially oriented convolutional neural network for spatial relation extraction from natural language texts[J]. Transactions in GIS. (SCI, 2021)
[17] 马凯, 田苗, 谭永健, 王曙, 谢忠, 邱芹军*. 基于四份区域地质调查报告构建的命名实体识别试验数据集[J/DB/OL].全球变化数据仓储电子杂志(中英文).(DCI, 2021)
[18] Xu S., Liu X., Ma K.*, Dong F., et al. Rumor Detection on Microblogs Using Dual-Grained Feature via Graph Neural Networks[C]. PRICAI 2021: Trends in Artificial Intelligence. (CCF-C, EI, 2021)
[19] Li W, Ma K, Qiu Q, et al. Chinese Word Segmentation Based on Self‐Learning Model and Geological Knowledge for the Geoscience Domain[J]. Earth and Space Science, 2021, 8(6). (SCI, 2021)
[20] 谢雪景,谢忠,马凯,陈建国等. 结合BERT与BiGRU-Attention-CRF模型的地质命名实体识别[J]. 地质通报. (CSCD, 2021)
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)
Email: makai@ctgu.edu.cn
工作室：信息科学楼(B3-405)
