胡新

发布时间:2022-04-11浏览次数:7117

胡新,副教授,博士,硕导,重庆市巴渝学者青年学者

邮箱:huxin@yznu.edu.cn

办公室:崇信楼314

教育及工作经历

2022-至今,长江师范学院,副教授

2019-2021,长江师范学院,讲师

2014-2018,北京师范大学,人工智能学院,博士研究生

2011-2014,云南大学,信息学院,硕士研究生

2007-2011,首都师范大学,信息工程学院,本科

研究领域

智能问答、知识图谱、自然语言理解、概念认知、数据挖掘、多粒度认知计算

主持纵向科研项目

1.        国家自然科学基金,知识图谱问答中的自然语言问句理解

2.        中国博士后科学基金,基于概念认知树改善知识图谱的自然语言问答

3.        重庆市自然科学基金,基于多粒度领域认知改善知识图谱的自然语言问答

4.        重庆市博士后特别资助项目,基于概念认知差异改善自然语言问句中概念的认知理解

5.        重庆市语言文字科研项目(重点),基于知识图谱的语言智能技术研究

6.        重庆市教委科技项目(重点),基于多粒度概念认知改善问句的实体理解

7.        重庆市教委科技项目,基于知识图谱的概念认知树研究

8.        重庆市教委科技项目,基于多粒度聚类的知识图谱概念认知

9.        涪陵区科研项目,基于知识图谱和概念认知的机器语言智能研究

代表性论著

[1]     胡新,段江丽. 知识图谱的自然语言查询和关键词查询[M]. 北京:电子工业出版社,2019.

[2]       Xin Hu, Guoyin Wang, Jiangli Duan. Mining maximal dynamic spatial co-location patterns[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 32(3):1026-1036. (中科院1区,CCF-B )

[3]       Xin Hu, Jiangli Duan, Depeng Dang. Natural language query over RDF dataThe marriage of SPARQL query and keyword search[J]. Knowledge and Information Systems, 2021, 63:819-844. (中科院3区,CCF-B )

[4]       Xin Hu, Depeng Dang, Yingting Yao, Luting Ye. Natural language aggregate query over RDF data[J]. Information Sciences, 2018, 454-455: 363-381. (中科院1区,CCF-B )

[5]       Xin Hu, Jiangli Duan, Luting Ye, Depeng Dang. Scalable aggregate keyword query over knowledge graph[J]. Future Generation Computer Systems, 2020, 107: 588-600. (中科院2区,CCF-C )

[6]       Xin Hu, Jiangli Duan, Depeng Dang. Crowdsourcing-based semantic relation recognition for natural language query over RDF data[J]. Enterprise Information Systems, 2019, 13(7-8): 935-958. (中科院2)

[7]       Xin Hu, Zhijie Liu, Yingting Yao, Nan Wang, Depeng Dang. Crowdsourcing model research for the identification of post-earthquake rescue objects[J]. Journal of Earthquake Engineering, 2019, 23(5): 863-881. (中科院3)

[8]       Xin Hu, Depeng Dang, Yingting Yao, Luting Ye. Natural language aggregate query over RDF data[J]. Information Sciences, 2018, 454-455: 363-381. (中科院1区,CCF-B )

[9]       Jiangli Duan, Guoyin Wang, Xin Hu*, Qun Liu, Qin Jiang, Huamin Zhu. Concept cognition for knowledge graphs: Mining multi-granularity decision rule[J]. Cognitive Systems Research, 2024, 87: 101258. (中科院 3区,认知科学期刊)

[10]   Jiangli Duan, Guoyin Wang, Xin Hu*, Deyou Xia, Di Wu. Mining multi-granularity decision rule of concept cognition for knowledge graphs based on three-way decision[J]. Information Processing & Management, 2023, 60(4): 103365 (中科院 1 区,CCF-B )

[11]   Jiangli Duan, Guoyin Wang, Xin Hu*, Huanan Bao. Hierarchical quotient space based concept cognition for knowledge graphs[J]. Information Sciences, 2022,597:300-317. (中科院 1 区,CCF-B )

[12]   Jiangli Duan, Guoyin Wang, Xin Hu*. Equidistant k-layer multi-granularity knowledge space[J]. Knowledge-Based Systems, 2021, 234:1-15. (中科院 1 区,CCF-C 类,IF8.139)

已授权的专利:

1.        胡新段江丽.从挖掘多粒度概念特征的角度实现知识图谱概念认知的方法及装置. CN202410784643.3, 授权日:2025.03.04

带领本科生发表的论文和专利:

[1]     Xin Hu, Denan Huang, Jiangli Duan, Pingping Wu, Sulan Zhang, Wenqin Li. Concept cognition over knowledge graphs: A perspective from mining multi-granularity attribute characteristics of concepts[J]. Information Processing and Management, 2025, 62, 104295. (中科院1区,CCF-B 类,本科生二作)

[2]       Xin Hu, Mei Liao, Jiangli Duan, Jun Luo, Pan Gong. Contour analysis and gridding based navel orange recognition algorithm for automatic picking robot. The 2nd International Conference on the Frontiers of Robotics and Software Engineering (FRSE 2024, EI, 本科生二作)

[3]       Jiangli Duan, Xiufeng Cao, Huilin Jiang, Xin Hu*, Mei Liao, Jun Luo. Recognizing Plastic Bottles on Water Surface Based on Flipping Transformation. The 11th International Joint Conference on Rough Sets (IJCRS 2025, EI, 本科生二作/三作)

[4]       胡新,段江丽,黄德楠. 从挖掘双粒度概念特征的角度实现知识图谱概念认知[J]. 计算机科学,2025. (中文核心,本科生三作)

[5]       胡新, 廖梅, 段江丽,  罗军,  龚攀.  一种基于轮廓分析和网格化的脐橙识别方法. CN202411120072.X, 申请日:2024.08.15 (本科生第二发明人)

指导的本科生学科竞赛:

1.        2024年国家级大学生创新创业训练计划项目,智能水面清洁机器人,项目负责人:龚攀,指导教师:胡新