Kai Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Natural Language

Identity Authentication

Named Entity Recognition

Top Venues

ISPRS Int. J. Geo Inf.

Earth Sci. Informatics

Comput. Geosci.

Publications

Qinjun Qiu, Miao Tian, Zhen Huang, Zhong Xie, Kai Ma, Liufeng Tao, Dexin Xu
Chinese engineering geological named entity recognition by fusing multi-features and data enhancement using deep learning. Expert Syst. Appl. 238 (Part E) (2024)
Miao Tian, Kai Ma, Qirui Wu, Qinjun Qiu, Liufeng Tao, Zhong Xie
Joint extraction of entity relations from geological reports based on a novel relation graph convolutional network. Comput. Geosci. 187 (2024)
Kai Ma, Shuai Zheng, Miao Tian, Qinjun Qiu, Yongjian Tan, Xinxin Hu, HaiYan Li, Zhong Xie
CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain. Earth Sci. Informatics 16 (4) (2023)
Qinjun Qiu, Zhong Xie, Kai Ma, Miao Tian
BERTCWS: unsupervised multi-granular Chinese word segmentation based on a BERT method for the geoscience domain. Ann. GIS 29 (3) (2023)
Qinjun Qiu, Zhong Xie, Kai Ma, Liufeng Tao, Shiyu Zheng
NeuroSPE: A neuro-net spatial relation extractor for natural language text fusing gazetteers and pretrained models. Trans. GIS 27 (5) (2023)
Liufeng Tao, Kai Ma, Miao Tian, Zhenyang Hui, Shuai Zheng, Junjie Liu, Zhong Xie, Qinjun Qiu
Developing a Base Domain Ontology from Geoscience Report Collection to Aid in Information Retrieval towards Spatiotemporal and Topic Association. ISPRS Int. J. Geo Inf. 13 (1) (2023)
Shouzhi Xu, Xiaodi Liu, Kai Ma, Fangmin Dong, Basheer Riskhan, Shunzhi Xiang, Changsong Bing
Rumor detection on social media using hierarchically aggregated feature via graph neural networks. Appl. Intell. 53 (3) (2023)
Miao Tian, Xinxin Hu, Jiakai Huang, Kai Ma, Haiyan Li, Shuai Zheng, Liufeng Tao, Qinjun Qiu
Spatio-Temporal Relevance Classification from Geographic Texts Using Deep Learning. ISPRS Int. J. Geo Inf. 12 (9) (2023)
Bin Wang, Liang Wu, Zhong Xie, Qinjun Qiu, Yuan Zhou, Kai Ma, Liufeng Tao
Understanding geological reports based on knowledge graphs using a deep learning approach. Comput. Geosci. 168 (2022)
Liufeng Tao, Zhong Xie, Dexin Xu, Kai Ma, Qinjun Qiu, Shengyong Pan, Bo Huang
Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model. ISPRS Int. J. Geo Inf. 11 (12) (2022)
Qinjun Qiu, Zhong Xie, Kai Ma, Zhanlong Chen, Liufeng Tao
Spatially oriented convolutional neural network for spatial relation extraction from natural language texts. Trans. GIS 26 (2) (2022)
Ying Ma, Zhong Xie, Gang Li, Kai Ma, Zhen Huang, Qinjun Qiu, Hui Liu
Text visualization for geological hazard documents via text mining and natural language processing. Earth Sci. Informatics 15 (1) (2022)
Xiang Chen, Shouzhi Xu, Kai Ma, Peng Chen
Cross-Domain Identity Authentication Protocol of Consortium Blockchain Based on Face Recognition. Inf. 13 (11) (2022)
Kai Ma, Yongjian Tan, Zhong Xie, Qinjun Qiu, Siqiong Chen
Chinese toponym recognition with variant neural structures from social media messages based on BERT methods. J. Geogr. Syst. 24 (2) (2022)
Can Zhuang, Zhong Xie, Kai Ma, Mingqiang Guo, Liang Wu
A Task-Oriented Knowledge Base for Geospatial Problem-Solving. ISPRS Int. J. Geo Inf. 7 (11) (2018)
Kai Ma, Liang Wu, Liufeng Tao, Wenjia Li, Zhong Xie
Matching Descriptions to Spatial Entities Using a Siamese Hierarchical Attention Network. IEEE Access 6 (2018)