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蒋洪迅

电话 :86-01-82500904

个人主页:http://info.ruc.edu.cn/academic_professor.php?teacher_id=67

电子邮箱:jianghx@ruc.edu.cn

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教育经历

1999.09-2003.03:北京航空航天大学管理学院管理科学与工程专业,管理学博士

1997.09-1999.07:北京航空航天大学管理学院信息系统专业,工学硕士

1993.09-1997.07:北京航空航天大学管理学院信息系统专业,工学学士

工作经历

工作经历

2012.09-今:中国人民大学系统科学实验室,主任

2003.09-今:中国人民大学信息学院经济信息管理系,副教授

访问研究

2019.02-2020.08:美国俄勒冈州立大学商学院,访问学者

2012.12-2014.01:美国佐治亚理工学院工业工程与系统工程学院,访问学者

2012.10-2012.11:芬兰Aalto大学计算机系,访问学者

研究方向

大数据分析、推荐系统、运筹优化、网络金融、数据挖掘、机器学习、计算商务智能

讲授课程

数据结构与算法(本科)

信息系统分析与设计(本科)

信息推荐与大数据(本科)

高级管理学(研究生)

科研项目

“面向信用卡交易反欺诈的大数据决策熵理论及其关键技术研究”(NO.72071203,国家自然科学基金面上项目,2021.1-2024.12,项目主持人,在研)

“重大公共卫生事件中北京市信息发布、舆论传播及公众情绪引导研究”(NO.20XCA001,北京市社会科学基金重点项目,2021.1-2023.6,项目主持人,在研)

“基于大数据决策熵的信用卡反欺诈模型及其关键技术研究”(NO.2020030099,中国人民大学科学研究基金面上项目,2020.01-2022.12,项目主持人,在研)

“不确定环境下服务经济设备人员复合能力的集成规划问题及其求解算法”(NO.71571183,国家自然科学基金面上项目,2016.1-2019.12,项目主持人,结题)

“随机环境下技术选择与人力资源集成规划及算法”(NO.12YJA630046,教育部人文社会科学研究基金面上项目,2012.1-2014.12,项目主持人,结题)

“随机环境下服务业能力动态扩张研究”(NO.10XNK157,中国人民大学国际期刊论文培育项目,2010.10-2012.12,项目主持人,结题)

“基于统计学方法的复杂IT系统故障预测技术研究”(NO.10XNB050,中国人民大学科学研究基金项目,2010.01-2011.12,项目主持人,结题)

“复杂系统故障预测技术及其在机械制造系统中的应用研究”(机械制造系统工程国家重点实验室课题,2008.7-2010.6,项目主持人,结题)

“IT系统管理及性能监控模型研究”(教育部人文社会科学研究基金青年项目,2006.1-2008.12,项目主持人,结题);

“信息系统管理若干关键问题研究”(信息产业部重点实验室开放基金项目2006.3-2007.3,项目主持人,结题);

科研成果

期刊论文:

Jiang Hongxun; Wang Xiaotong; Zhu Mengjun, Exploring propagation factors of social media moods for stock prices prediction, Web Intelligence, 18(3):191-204, 2020

JIANG Hongxun, TIAN Jia, SUN Caihong, Ensemble of Air Quality PM2.5 Prediction Based on Multi-layer perceptron and Random forest, Systems Engineering, 38(5):14-24, 2020

Hongxun Jiang, Xiaotong Wang, Jue Wang, Lu Qin, Capacity Planning with Technological Breakthroughs and Upgrades, Systems Engineering - Theory & Practice, 39(3):735-748, 2019

Hongxun Jiang, Zihe Liu, Wei Xu, Chaochao Yan, Creal option pricing based credit guarantee of commercial banks under default risks, J. Sys. Sci. & Math. Scis., 39 (7): 1068-1077, 2019

Hongxun Jiang, Xiaotong Wang, Pingping Liu, Modeling and Solving of Continuous Capacity Expansion, Journal of Northeast Normal University (Natural science edition), 2019 (01):71-80

Xiaowen Shi, Hongxun Jiang, LSTM-based air quality index predicting model for accuracy and robustness: An application of air quality data in Beijing, Statistics & Decision, 2019(16):49-53

Tianfang Qi, Hongxun Jiang, Xiaowen Shi, Multi-sources data-oriented Ensemble Learning based PM2.5 Concentration prediction in Shenyang, Systems Engineering, 36(5):104-115, 2018

Xiaotong Wang, Hongxun Jiang, Multi-Gene Genetic Programming Based Prediction on PM2.5 Concentration in Shenyang and Its Surrounding Regions, Journal of Northeast Normal University (Natural science edition), 50(3):79-88, 2018

Yangfan Ran, Hongxun Jiang, Stock Prices Prediction based on Back Propagation Neural Network and Support Vector Regression, Journal of Shanxi University (Natural science edition), 41(1):1-14, 2018

Yanchong Xie, Hongxun Jiang, Stock Market Forecasting Based on Text Mining Technology: A Support Vector Machine Method, Journal of Computers, 12(6):500-510, 2017

Youming Pang, Hongxun Jiang, Media-adjusted Credit Bond Valuation and its Applications, Journal of Shanxi University (Natural science edition), 40(1):1-13, 2017

Qian Li, Wei Xu, Hongxun Jiang, Personalized Recommendation for Traveling Planning Based on Online Word-of-mouth, Management Review, 28(6):113-118, 2016

Gang Li, Hongxun Jiang, Tian He, A Genetic Algorithm-Based Decomposition Approach to Solve an Integrated Equipment-Workforce-Service Planning Problem, OMEGA- International Journal of Management Science, 50(1):1-17, 2015

Gang Li, Joy M. Field, Hongxun Jiang, Tian He, Youming Pang, Decision Models for Workforce and Technology Planning in Services, Service Science, 7(1):1-19, 2015

Mengjun Zhu, Hongxun Jiang, Wei Xu, Weibo moods and propagation factors based stock prices prediction, Journal of Shandong University (Natural science), 51(11): 13-24, 2016

Tian He, Hongxun Jiang, Capacity planning strategies for an IT Service Firm with Skilled Workforce, Int. J. Advanced Mechatronic Systems, 3(5): 334-345, 2011

会议论文

1. Hongxun Jiang, Xiaotong Wang, Mengjun Zhu, Exploring Propagation Factors Of Social Media Moods For Stock Prices Prediction, 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC), Kaohsiung, Taiwan, November 12-14, 2018

2. Tianfang Qi, Hongxun Jiang, Exploring Stock Price Trend Using Seq2Seq based Automatic Text Summarization and Sentiment Mining, 24th China Conference on Information Retrieval (CCIR2018), Guilin, Guangxi, China, September 27-29, 2018

3. Hongxun Jiang, Xiaowen Shi, Wei Xu, Optimized Re-ranking Approaches for a Doctor Recommender System, 29th European Conference on Operational Research (Euro2018), Valencia, Spain, July 7-10, 2018

4. Renyi Ma, Hongxun Jiang, Research on Optimization Modeling and heuristic algorithm of airport parking space resource allocation, 2nd China System Science Congress (CSSC2018), Beijing, China, May 13-14, 2018

5. Gang Li, Hongxun Jiang, Modeling the Impact of Layoffs on Employee Morale and Workforce Planning” with G. Li. Annual Conference of Northeastern Decision Sciences Institute, Providence, Rhode Island, US, April 12-14, 2018

6. Yangfan Ran, Hongxun Jiang, Stock Prices Prediction based on Back Propagation Neural Network and Support Vector Regression, 23th China Conference on Information Retrieval (CCIR2017), Shanghai, China, July 12-14, 2017

7. Youming Pang, Hongxun Jiang, Media-adjusted Credit Bond Valuation and its Applications, 22th China Conference on Information Retrieval (CCIR2016), Guangzhou, Guangdong, China, July 12-14, 2016

8. Mengjun Zhu, Hongxun Jiang, Wei Xu, Weibo moods and propagation factors based stock prices prediction, 21th China Conference on Information Retrieval (CCIR2015), Luoyang, Henan, China, July 12-14, 2015

9. Tian He, Hongxun Jiang, Gang Li, Integrating Workforce Planning with Equipment Purchasing Decisions for Service Companies, 22nd Annual POMS Conference, Reno, Nevada, US, April 29-May 2, 2011

10. Tian He, Hongxun Jiang, Lifeng Zhang, Capacity expansion for an IT service firm under exponential demand growth with skilled workforce”, Proceedings of Int. Conf. on Modeling, Identification and Control, Association for Computing Machinery. Okayama, Japan, July 17 - 19, 2010

专著书籍:

著作:《存款性金融机构信用风险理论方法及其应用》,蒋洪迅 著,电子工业出版社,2015.5

教材:《软件开发工具》,陈禹、方美琪、蒋洪迅 主编,机械工业出版社,2011.4

发明专利:

蒋洪迅、郭斌,“告警信息配制系统及其配制方法”(CN200810104183.6)

蒋洪迅、马仁义,“一种机场停机位快速分配方法”(CN201810185832.3)

蒋洪迅、韩宏伟,“一种医疗服务推荐工作负载优化方法”(CN201810185833.8)

石晓文、蒋洪迅,“一种基于知识图谱和用户足迹的旅游推荐方法和系统”(CN201910192705.0)

齐甜方、蒋洪迅,“基于文本摘要情感挖掘的股票趋势预测方法与系统”(CN202010516651.1)

蒋洪迅、杨士墨,“一种降低航班道口冲突率的机位分配方法和系统”(CN202011216356.0)

蒋洪迅、江俊毅,“上市企业财务困境预测方法及装置”(CN202011364423.3)

张琳、蒋洪迅,“专利申请授权成功率的预测方法、系统及电子设备”(CN202011475523.3)

社会兼职

IEEE会员(Institute of Electrical and Electronics Engineers);

IFIP WG8.9委员(International Federation for Information Procession);

INFORMS会员(Institute for Operations Research and the Management Sciences).

荣誉获奖

2021 信息学院科研先进工作者

2016 信息学院科研先进工作者

2015 学位论文优秀指导教师

2009 IBM学者奖(Faculty Awards)

2008 中国人民大学优秀教学成果奖二等奖

2008 教育部IBM精品课建设项目负责人

2007 信息学院教学先进工作者

2007 中国人民大学第四届青年教师基本功竞赛优秀奖