陈洁 副教授
性别:女出生年月:1982.10联系方式:chenjie200398@163.com
技术职称:副教授导师类型:硕士生导师
招生专业名称:计算机科学与技术、计算机应用技术
研究方向

1.智能计算与知识工程

2.文本情感分析

3.机器学习

个人简介

陈洁,博士,安徽大学计算机科学与技术学院副教授、硕士生导师,计科系副主任。主要研究兴趣为机器学习、粒计算、文本嵌入表示等。在《IEEE Transactions on Knowledge and data Engineering》、《ACM Transactions on Information Systems》、《 Information Sciences》、《Knowledge-based system》、ICME、《电子学报》等国内外重要刊物和会议上上发表学术论文多篇。主持国家自然科学基金青年项目1项、安徽省自然科学基金青年项目1项,并参与多项国家及省部级课题。

学术成果

1Jie Chen,Yue Chen,Yechen He,Yang Xu,Shu Zhao,Yanping Zhang. A classified feature representation three-way decision model for sentiment analysisApplied Intelligence, 2021.

2Jie Chen, Jingying Yu, Shu Zhao, Yanping Zhang. User's review habits enhanced hierarchical neural network for document-level sentiment classification[J], Neural Processing Letters , 2021(2).

3Jie Chen, Yang Xu, Shu Zhao, Yanping Zhang. AH3: An adaptive hierarchical feature representation model for three-way decision boundary processing, International Journal of Approximate Reasoning, 2020,130: 259-272.

4Jie Chen, Xianshuang Wang, Shu Zhao, Fulan Qian, Yanping Zhang. Attention User-based Collaborative Filtering for Recommendation[J], Neurocomputing, 2020, 383:57-68.

5Jie Chen, Jialin Chen, Shu Zhao, Yanping Zhang. Exploiting word embedding for heterogeneous topic model towards patent recommendation[J], Scientometrics, 2020:1-18.

6Jie Chen, Huijun Wang, Shu Zhao, Yanping Zhang. A non-binary hierarchical tree overlapping community detection based on multi-dimensional similarity[J], Intelligent Data Analysis, 2020.

7Jie Chen, Shu Zhao, Yanping Zhang. Multi-granular mining for boundary regions in three-way decision theory[J], Knowledge-Based Systems, 2016, 91:287-292.

8Jie Chen, Yang Li, Shu Zhao, Xiangyang Wang, Yanping Zhang. Three-way Decisions Community Detection Model Based on Weighted Graph Representation[C], IJCRS20, Havana, Cuba, 2020-06-292020-07-03.

9Jie Chen, Yang Liu, Shu Zhao, Yanping Zhang, Citation recommendation based on weighted heterogeneous information network containing semantic linking[C], ICME19, ShangHai China, 2019-07-082019-07-12.

10Jie Chen, Yang XuShu Zhao, Yanping Zhang. A Method for Boundary Processing in Three-Way Decisions Based on Hierarchical Feature Representation[C], IJCRS18, Quy Nhon, Vietnam, 2018-08-202018-08-24

11Jie Chen, Liandi Fang, Yanping Zhang, Shu Zhao, Ling Zhang, Fulan Qian, Feng Liu, Xiangyang Wang, Xuegang Hu, Three-Way Dicision Community Detection Algorithm Based on Local Group Information[C], IJCRS17, Olsztyn, Poland, 2017-07-032017-07-07.

12Yanping Zhang, Gang Wang, Jie Chen. Research on Cost-Sensitive Method for Boundary Region in Three-Way Decision Model[C], IJCRS16, Santiago, Chile,2016-10-072016-10-11.

13)陈洁李锐赵姝张燕平面向图表示社区检测的新型聚类覆盖算法[J],电子学报,2020,48(09):1680-1687.

14)陈洁陈嘉琳赵姝,张燕平层次标签引导的属性网络嵌入[J],计算机科学与探索, 2021, 15(07): 1279-1288.

(15) 陈洁, 刘洋, 赵姝,张燕平. 利用多粒度属性网络表示学习进行引文推荐研究[J],计算机科学与探索, 2021, 15(06): 1103-1113.

获奖情况

获安徽省教学成果奖1等奖

在研项目

(1)安徽省高等学校自然科学研究项目,KJ2021A0039,面向异构信息的多粒度知识推理模型及应用研究,2022.01-2023.12,在研,主持

(2)国家自然科学基金面上项目,61876001,异质信息网络的多粒度表示与知识获取 方法研究,2019.01-2022.12,在研,参与.

(3)国家社会科学基金重大项目子课题,18ZDA032,基于深度学习理论的机器人语言学习能力研究,2019.01-2022.12,在研,参与

(4) 国家自然科学基金青年科学基金项目,61602003,深度特征提取的商空间粒化模型研究,2017.01-2019.12,主持

(5) 安徽省自然科学基金项目,1708085QF156,网状问题的多粒度深层特征学习方法研究,2017.01-2018.12,主持

(6)横向课题,网络安全领域专利文献多粒度分析技术研究,2021.3-2021.6,主持