教授
陈建芮
职称/职务:教授
电话:
个人主页:https://www.researchgate.net/profile/Jianrui_Chen
电子信箱:jianrui_chen@sina.com
研究方向:网络数据挖掘,大数据分析,复杂系统
办公地点:

个人简介

陈建芮 内蒙古呼和浩特人,教授,硕士生导师。2012年获得西安电子科技大学电子科学与技术博士学位, 2012年起担任应用数学硕士生导师。主持国家自然科学基金3项,省部级项目2项。在Nonlinear  Analysis:  Real  World Application, Physica A等国内外重要学术期刊上发表学术论文10余篇, 授权国家专利3项。主要从事基于复杂性科学与人工智能基础理论的研究,包括网络的动力学分析和链路预测。网络的动力学分析:根据构建的网络模型,运用演化动力学方法理论,建立了复杂网络的动力学模型,通过Lyapunov理论证明系统的稳定性。稳定的动力学行为可以有效地模拟网络个体演化行为并将结果用于同步控制、结构分析、社区检测、推荐系统等方面。链路预测:借助矩阵分解、最优化方法、网络分析方法对矩阵进行重构并对可能的链接进行预测。测试的数据集分布于不同领域,包括音乐库,疾病库,知识图谱等。


学术论文

[1] Jianrui Chen*, Lidan Wei, Uliji, Fei Hao, A Temporal Recommendation Mechanism Based on Signed Network of User Interest Changes, IEEE Systems Journal, 2020, 14(1): 244-252.

[2] Jianrui Chen*, Chunxia Zhao, Uliji, Lifang Chen, Collaborative Filtering Recommendation Algorithm Based on User Correlation and Evolutionary Clustering, Complex & Intelligent System, 2020, 6: 147–156.

[3] Jianrui Chen*, Danwei Liu, Fei Hao, Hua Wang, Community detection in dynamic signed network: an intimacy evolutionary algorithm, Journal of Ambient Intelligence & Humanized Computing, 2020, 11:891-900.

[4] Jianrui Chen*, Bo Wang, Uliji, Zhiping Ouyang, Personal Recommender System based on User Interest Community in Social Network model, Physica A, 2019, 526, 120961.

[5]Jianrui Chen*, Lidan Wei, Uliji, Li Zhang, Dynamic evolutionary clustering approach based on time weight and latent attributes for collaborative filtering  recommendation, Chaos, Solitons and Fractals, 2018, 114: 8–18.

[6] Uliji, Yahui Chai, Jianrui Chen*, Improved personalized recommendation based on user attributes clustering and score matrix filling, Computer Standards & Interfaces, 2018, 57:59-67.

[7] Jianrui Chen*, Uliji, Hua Wang, Zaizai Yan, Evolutionary heterogeneous clustering for rating prediction based on user collaborative filtering, Swarm and Evolutionary Computation, 2018, 38: 35-41.

[8] Jianrui Chen*, Liji U, Hua Wang, Zaizai Yan, Community mining in signed networks based on dynamic mechanism, IEEE Systems Journal, 2017, 13(1):447-455.

[9] Jianrui Chen*, Li Zhang, Weiwei Liu, Zaizai Yan, Community detection in signed networks based on discrete-time model, Chinese Physics B, 2017, 26(1): 018901.

[10]  Jianrui Chen*, Hua Wang, Lina Wang, Weiwei Liu, A dynamic evolutionary clustering perspective: community detection in signed networks by reconstructing neighbor sets, Physica A, 447(2016), 482-492.


主持(或参与)的项目

[1] 动态网络环境下基于动力学原理的推荐策略研究,国家自然科学基金, 71561020, 37.2 万,201601 -201912,主持

[2] 基于动力学机制的符号网络社区检测研究,国家自然科学基金,61503203,  24 万,201601-201812 ,主持

[3] 基于动态演化博弈的复杂网络社区检测,国家自然科学基金,11316239, 3 万,201401-201412,主持

获奖

[1] 2015年全国大学生数学建模竞赛本科组,国家二等奖,首席指导教师.

 

                        

点击量: 最近更新时间:2020/06/03 11:05:28