中國(guó)人民大學(xué)

(一)基本情況簡(jiǎn)介

許偉，男，博士，中國(guó)人民大學(xué)信息學(xué)院副教授，博士生導(dǎo)師。西安交通大學(xué)數(shù)學(xué)系本科、碩士，中國(guó)科學(xué)院管理科學(xué)與工程專業(yè)博士，香港城市大學(xué)商學(xué)院信息系統(tǒng)系研究員。主持國(guó)家自然科學(xué)基金、北京市自然科學(xué)基金、省市部委及金融企業(yè)合作項(xiàng)目多項(xiàng)，JSSI、《系統(tǒng)工程理論與實(shí)踐》等國(guó)內(nèi)外期刊的客座主編，PACIS、ICEBE、FORM、BDCA、BigEM等國(guó)際會(huì)議主席、聯(lián)合主席和領(lǐng)域主席，在European Journal of Operational Research、Decision Support Systems、IEEE Trans. Systems, Man and Cybernetics、Fuzzy Sets and Systems等國(guó)內(nèi)外期刊和國(guó)際會(huì)議上發(fā)表研究論文50余篇，獲得北京市優(yōu)秀人才、北京市科技新星、IBM訪問(wèn)學(xué)者、北京市哲學(xué)社會(huì)科學(xué)優(yōu)秀成果獎(jiǎng)等多個(gè)獎(jiǎng)項(xiàng)。

對(duì)學(xué)生的培養(yǎng)要求

做人、做事、做學(xué)問(wèn)

聯(lián)系方式

Office Add.: 理工配樓404A

Tel: 010-82500904

E-mail: weixu@ruc.edu.cn

Website: lisa.ruc.edu.cn

(二)導(dǎo)師的主要研究方向

主要研究領(lǐng)域?yàn)榻鹑诠芾�、信息系統(tǒng)。主要研究?jī)?nèi)容包括社會(huì)經(jīng)濟(jì)預(yù)測(cè)預(yù)警、網(wǎng)絡(luò)金融與預(yù)測(cè)、量化投資決策、商務(wù)智能、大數(shù)據(jù)分析等。

（三）主要開設(shè)課程

金融風(fēng)險(xiǎn)管理

金融數(shù)據(jù)挖掘

金融業(yè)務(wù)與金融信息化

商務(wù)智能

IT/IS前沿

（四）主要科研項(xiàng)目與課題

《農(nóng)產(chǎn)品價(jià)格大數(shù)據(jù)采集與監(jiān)測(cè)預(yù)警研究》，農(nóng)業(yè)部重點(diǎn)實(shí)驗(yàn)室項(xiàng)目，主持人，2014-2015

《非常規(guī)突發(fā)事件應(yīng)急管理本體建模與時(shí)空數(shù)據(jù)集成研究》，國(guó)家自然科學(xué)基金項(xiàng)目，主持人，2014-2014

《網(wǎng)絡(luò)大數(shù)據(jù)智能挖掘理論與應(yīng)用研究》，北京市科技新星計(jì)劃項(xiàng)目，主持人，2013-2016

《北京居民消費(fèi)價(jià)格指數(shù)驅(qū)動(dòng)因素、波動(dòng)規(guī)律及監(jiān)測(cè)預(yù)警研究》，北京市哲學(xué)社會(huì)科學(xué)規(guī)劃項(xiàng)目，主持人，2013-2014

《基于數(shù)據(jù)挖掘的科研項(xiàng)目管理決策支持系統(tǒng)研究》，北京市優(yōu)秀人才項(xiàng)目，主持人，2013-2014

《北京市科技創(chuàng)新能力評(píng)價(jià)研究》，北京市自然科學(xué)基金項(xiàng)目，主持人，2012-2014

《基于集成學(xué)習(xí)的金融欺詐行為建模和監(jiān)測(cè)方法研究》，國(guó)家自然科學(xué)基金項(xiàng)目，主持人，2011-3013

《基于混合智能的國(guó)際油價(jià)波動(dòng)機(jī)制及預(yù)測(cè)研究》，中國(guó)人民大學(xué)基金項(xiàng)目，主持人，2011-2013

《商務(wù)智能理論、方法與應(yīng)用》，IBM訪學(xué)者項(xiàng)目，主持人，2010-2010

《基于智能集成的金融欺詐監(jiān)測(cè)模型及其防范機(jī)制研究》，中國(guó)人民大學(xué)基金項(xiàng)目，主持人，2010-2012

《基于數(shù)據(jù)挖掘的金融欺詐監(jiān)測(cè)算法研究》，教育部重點(diǎn)實(shí)驗(yàn)室基金項(xiàng)目，主持人，2009-2010

（五）主要科研成果

許偉. 基于網(wǎng)絡(luò)大數(shù)據(jù)的社會(huì)經(jīng)濟(jì)監(jiān)測(cè)預(yù)警研究. 科學(xué)出版社, 2014.

許偉, 梁循, 楊小平. 金融數(shù)據(jù)挖掘: 基于大數(shù)據(jù)視角的展望. 知識(shí)產(chǎn)權(quán)出版社, 2013.

許偉, 馬建, 汪壽陽(yáng). 系統(tǒng)分析方法集成研究及其在預(yù)測(cè)和監(jiān)測(cè)中的應(yīng)用. 科學(xué)出版社, 2011.

W. Xu, J. Wang, Z. Zhao, C. Sun, J. Ma. A novel intelligence recommendation model for insurance products with consumer segmentation. Journal of Systems Science and Information, 2014, 2(1), 16-28.

J. Wang, W. Xu, J. Ma, S. Wang. A vague set based decision support approach for evaluating research funding programming programs. European Journal of Operational Research, 2013, 230, 656-665.

W. Xu, Z. Li, C. Cheng, T. Zheng. Data mining for unemployment rate prediction using search engine query data. Service Oriented Computing and Applications, 2013, 7(1), 33-42.

Y. Xu, X. Guo, J. Hao, J. Ma, R. Lau, W. Xu. Combining social network and semantic concept analysis for personalized academic researcher recommendation. Deicsion Support Systems, 2012, 54, 564-573.

J. Ma, W. Xu, Y. Sun, E. Turban, S. Wang, O. Liu. An ontology based text mining method to cluster proposals for research project selection. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 2012, 42(3), 784-790.

W. Xu, J. Ma, G. Hao, S. Wang. Vague soft sets and their properties. Computers & Mathematics with Applications, 2010, 59, 787-794.

S. Fan, W. Zhang, W. Xu. Fuzzy inference based on fuzzy concept lattice. Fuzzy Sets and Systems, 2006, 157, 3177-3187.

D. Xu, Y. Zhang, C. Cheng, W. Xu, L. Zhang. A neural network-based ensemble prediction using PMRS and ECM. The 47th Hawaii International Conference on System Science, 2014, 1335-1343.

W. Xu, J. Sun, J. Ma, W. Du. How to find R&D project opportunities in big data contexts - towards personalized information recommendation services. The 43th International Conference on Computers & Industrial Engineering, 2013, 203, 1-12.

W. Xu, Y. Xu, J. Ma. An ontology based frequent itemset method to support research proposal grouping for research project selection. The 46th Hawaii International Conference on System Sciences, 2013, 1174-1182.

W. Chai, W. Xu, M. Zuo, X. Wen. ACQR: a novel framework to identity and predict influential users in micro-blogging. Pacific Asia Conference on Information Systems (PACIS), 2013, 1-15.

W. Xu, W. Du, J. Ma, W. Wang, Q. Liu. An integrated decision support model to assess reviewers for research project selection. The 45th Hawaii International Conference on System Sciences, 2012, 1414-1423.

W. Xu, Z. Li, Q. Chen. Forecasting the unemployment rate by neural networks using search engine query data. The 45th Hawaii International Conference on System Sciences, 2012, 3591-3599.

W. Xu, D. Sun, Z. Meng, M. Zuo, Financial market prediction based on online opinion ensemble. Pacific Asia Conference on Information Systems (PACIS), 2012, 1-12.

W. Xu, T. Li, B. Jiang, C. Cheng. Web mining for financial market prediction based on online sentiments. Pacific Asia Conference on Information Systems (PACIS), 2012, 1-13.

C. Cheng, W. Xu, J. Wang. A comparison of ensemble methods in financial market prediction. The Fifth International Joint Conference on Computational Sciences and Optimization. 2012, 755-759.

W. Xu, J. Wang, J. Ma. Forecasting Crude Oil Demand Using a Hybrid SVR and Markov Approach. In: Business Intelligence in Economic Forecasting: Technologies and Techniques, J. Wang, S. Wang, Eds, IGI Global, 2010, 235-247.

J. Wang, W. Xu, X. Zhang, Y. Bao, S. Wang. Data Mining Methods for Crude Oil Market Analysis and Forecast. In: Data Mining in Public and Private Sectors: Organizational and Government Applications, A. Syvajarvi, J. Stenvall, Eds, IGI Global, 2010, 184-203.