基本信息科学研究 (Research)教育教学 (Teaching)论文论著(Publications)
基本信息


哈尔滨工业大学副校长

Vice President, Harbin Institute of Technology(HIT)

哈工大威海校区 校长

President, Harbin Insititute of Technology, Weihai

哈工大计算机学院教授、博士生导师

Professor & Doctoral Supervisor, School of Computer Science & Technology, HIT

国际信息处理联合会企业互操作工作组IFIP WG5.8副主席

Vice Chairman, IFIP TC5 WG5.8

欧洲企业互操作虚拟实验室INTEROP-VLab中国节点主席

Chiarman, INTEROP-VLab China Pole

教育部高校软件工程专业教学指导委员会副主任

Vice Chairman, MOE University Teaching Steering Comittee on Software Egineering

中国计算机学会理事、会士

Council Member and Fellow of China Computer Federation

中国计算机学会服务计算专委会主任

Chairman, the Technical Comittee on Service Computing of China Computer Federation

中国高校计算机教育MOOC联盟副理事长

Vice Chairman, China MOOC Association on Computer Edcation

教育经历


1978.10.－1982.07.哈尔滨工业大学计算机及应用专业本科生，获工学学士学位 (BSc Degree)
1982.09.－1985.02.哈工大计算机科学与工程系硕士研究生，获工学硕士学位(MSc Degree)
1985.03.－1988.03.哈工大计算机科学与工程系博士研究生，获工学博士学位(Ph.D. Degree)
1991.02.－1993.03.联邦德国柏林工大(TU Berlin)计算机系访问学者，获汉斯-赛德尔基金会资助。


工作经历
时间工作经历
1985.6.－1988.3哈尔滨工业大学计算机科学与工程系助教 (Teaching Assistant)
1988.4.－1990.11哈工大计算机科学与工程系讲师(Lecturer)
1990.12.－1993.11哈工大计算机科学与工程系副教授(Associate Professor)
1993.12.－哈工大计算机科学与工程系教授(Professor)
1997.8.－哈工大计算机科学与工程系博士生导师(Doctoral Supervisor)
1988.4.－1989.10.哈工大计算机组织与系统结构教研室主任(Director, Devision of Computer Architecture)
1993.3.－1994.10.哈工大现代生产技术中心副主任(Deputy Director, Research Center of Modern Production Technology, HIT)
1994.10.－2000.10.哈工大计算机科学与工程系系主任(Chair, Dept. of Computer Science & Engineering, HIT)
2000.10.－2010.12.哈工大计算机科学与技术学院院长(Dean, School of Computer Science & Technology,HIT)
2000.12.－2011.03.哈工大软件学院院长(Dean, School of Software, HIT)
2010.11.－2014.11.

哈尔滨工业大学校长助理( Assistant President, HIT)
2014.11. -

哈尔滨工业大学副校长(Vice President, HIT)
2015.1. -哈尔滨工业大学威海校区校长(President, HIT in Weihai)




主要任职
社会兼职：

国家级： 教育部高校软件工程专业教学指导委员会副主任； 中国计算机学会CCF理事与会士、中国计算机学会服务计算专业委员会主任；中国高校计算机教育MOOC联盟副理事长。

省级：黑龙江省制造业信息化专家组组长、黑龙江省政府科学技术顾问委员会信息化专家组副组长； 黑龙江省计算机学会名誉理事长。

国际学术团体任职：国际信息处理联合会IFIP第五技术委员会企业互操作工作组（IFIP TC5 WG5.8）副主席、欧洲企业互操作虚拟实验室INTEROP-VLab中国节点主席； 美国计算机学会ACM终身会员、IEEE会员。

客座兼职：爱尔兰都柏林工业大学客座博士导师、香港大学客座研究员。

期刊编委：《智能计算机与应用》期刊主编；《AIS Transaction on Enterpise Systems》、《哈尔滨工业大学学报》期刊编委会副主任； 《International Journal of Service Computing》、《计算机集成制造系统CIMS》、《中国制造业信息化》、《制造业自动化》、《小型微型计算机系统》、《计算机工程与设计》、《软件世界》、《计算机教育》、《哈工大学报（英文刊）》等期刊编委。

曾经兼职：中国科学技术协会第六、七届全国委员会委员；国务院学位委员会计算机科学与技术学科评议组成员； 国家863计划现代集成制造系统CIMS主题专家组成员、国家"十五"攻关计划制造业信息化应用工程专家组成员； 全国工业自动化系统与集成标准化技术委员会（SAC/TC159）副主任委员； 中国计算机学会第七、八、九届理事会常务理事； 中国制造业信息化ERP产业技术联盟常务副理事长； 黑龙江省计算机学会理事长、黑龙江省CIMS专家组组长； 黑龙江省第九、十届政协委员；中国计算机学会YOCSEF’哈尔滨论坛学术委员会首任主席； 美国制造工程师学会SME高级会员、德国运筹学学会会员。

国际会议主席任职(Chairs in the International Conferences)：

- "第七届青年计算机国际学术会议（ICYCS 2003）"大会主席；(General Chair, ICYCS 2003)

- "第一届中欧软件工业教育国际研讨会（CEIS-SIEO 2005）"组织委员会主席； (OC Chair in CEIS-SIEO 2005)

- “第二、三、五、七届中欧软件工业教育国际研讨会（CEIS-SIEO 2006，2007； CESIE 2009，2011）"程序委员会主席；（PC Chairs in CEIS-SIEO 2006,2007, CEISIE 2009,2011）

- “第四、六届中欧软件工业教育国际研讨会（CEISIE 2008，2010）"大会主席； (General Chair in CEISIE 2008,2010 )

- “第四届企业应用软件互操作国际会议（I-ESA 2008）”程序委员会主席； (PC Co-Chair, I-ESA 2008 )

- "服务科学国际会议（ICSS 2008）"程序委员会主席； (PC Co-Chair, ICSS 2008 )

- “第11届信息处理技术联合国际会议（JCIS 2008）”大会主席； (General Co-Chair, JCIS 2008 )

- “企业应用软件互操作国际会议（I-ESA 2009）”大会主席； (General Chair, I-ESA 2009 )

- “第八、十、十二届中欧软件工程教育国际研讨会（CEISEE 2012，2014,2016）”大会主席；（General Chair，CEISEE 2012,2014，2016）

- “第一届中法未来计算技术国际研讨会（CF-WoFACT 2012）”大会主席； (General Chair, CF-WoFUCT 2012)

- “企业互操作国际会议（IWEI 2012）”大会主席； (General Chair, IWEI 2012)

- “第八届IEEE服务计算国际会议（IEEE SCC 2011）” Sponsorship Chair、 “第九届IEEE服务计算国际会议（IEEE SCC 2012）” Work-In-Progress Track Chair；（Sponsorship Chair in IEEE SCC 2011, Work-In-Progress Track Chair in IEEE SCC 2012 ）

- "2013服务科学国际会议（ICSS 2013）"程序委员会共同主席； (PC Co-Chair, ICSS 2013 )

- “第九、十一届中欧软件工程教育国际研讨会（CEISEE 2013，2015）”程序委员会主席； (PC Co-Chair, CEISEE 2013，2015 )

- "中法信息技术国际研讨会（NICST 2013、2014、2015）"大会共同主席； （General Co-Chair in NICST 2013，2014，2015）

- "2015服务科学国际会议（ICSS 2015）”大会主席 ；（General Chair, ICSS 2015）

- "2016 IEEE 服务计算国际会议（IEEE SCC 2016）”程序委员会共同主席；（Program Committee Co-Chair, IEEE SCC 2016）

荣誉称号
中国有突出贡献的博士学位获得者；享受国务院政府特贴；教育部跨世纪优秀人才

中国计算机学会会士

国家863计划CIMS主题先进工作者

黑龙江省优秀中青年专家；黑龙江省首届杰出青年科学基金获得者

黑龙江省首届杰出青年科技创新创业奖；黑龙江省CIMS应用示范工程突出贡献奖。

科研项目

项目名称面向价值的软件服务方法论：理论、方法及应用

项目来源国家自然科学基金重点项目

开始时间2011-01-01

结束时间2014-12-01

项目经费200

担任角色负责
项目类别纵向项目
项目状态完成


项目名称面向服务的模型驱动体系结构及性能评价方法

项目来源国家自然科学基金

开始时间2007-01-01

结束时间2009-12-01

项目经费26

担任角色负责
项目类别纵向项目
项目状态完成


项目名称面向双边客户价值的资源整合型现代创新服务模式

项目来源国家自然科学基金

开始时间2010-01-01

结束时间2012-12-01

项目经费26

担任角色负责
项目类别纵向项目
项目状态完成


项目名称业务驱动的多企业信息系统集成技术及平台

项目来源国家863计划目标导向研究项目

开始时间2006-12-01

结束时间2008-12-01

项目经费384

担任角色负责
项目类别纵向项目
项目状态完成


项目名称EC-HVEN: Europe-China High Value Engineering Network -- Shaping Sustainable Engineering Sectors in Europe and China

项目来源欧盟第七框架项目

开始时间2012-05-01

结束时间2016-04-01

担任角色参与
项目类别横向项目
项目状态完成


项目名称面向服务领域的人工蜂群算法范型及优化理论研究

项目来源国家自然科学基金委

开始时间2015-01-01

结束时间2018-12-01

项目经费84万元

担任角色负责
项目类别横向项目
项目状态完成


奖项成果

奖项名称黑龙江省CIMS应用示范工程

获奖时间2003

完成人徐晓飞 等

所获奖项黑龙江省科技进步一等奖



奖项名称基于模型驱动方法与软构件的企业管理应用软件开发平台

获奖时间2010

完成人徐晓飞，战德臣，何霆等

所获奖项黑龙江省科技进步一等奖



奖项名称商务智能中的数据挖掘理论与方法

获奖时间2008

完成人徐晓飞，邓胜春，叶允明等

所获奖项黑龙江省自然科学二等奖



奖项名称面向中小企业信息化的软构件及其开发平台

获奖时间2009

完成人徐晓飞，初佃辉，战德臣等

所获奖项山东省科技进步二等奖



奖项名称黑龙江省制造业信息化发展模式及典型案例研究

获奖时间2007

完成人徐晓飞，战德臣等

所获奖项黑龙江省科技进步三等奖



奖项名称基于时间-成本双主线的CERP系统

获奖时间2005

完成人徐晓飞，战德臣等

所获奖项黑龙江省科技进步二等奖



奖项名称基于知识的CIMS/FMS企业诊断方法

获奖时间1998

完成人徐晓飞，战德臣等

所获奖项航天工业总公司科技进步三等奖



奖项名称基于面向参数企业模型的CIMS领导信息系统

获奖时间1997

完成人徐晓飞，战德臣等

所获奖项航天工业总公司科技进步三等奖



奖项名称开放式CIM集成基础结构系统

获奖时间1997

完成人徐晓飞，王刚等

所获奖项航天工业总公司科技进步三等奖



奖项名称基于构件复用技术的船舶建造协同管理软件系统

获奖时间2012

完成人徐晓飞，初佃辉，战德臣等

所获奖项山东省科技进步二等奖



研究领域


学科(Discipline)软件工程、计算机应用技术

Software Engineering, Computer Appilcation Technology

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研究方向(Research Fields)服务计算、软件服务工程、服务学、务联网、云计算服务、企业智能计算、计算机集成制造CIMS、企业资源计划ERP与供应链管理SCM技术、分布式信息处理、数据库、数据挖掘与商务智能、软件工程、知识工程等

Service Computing, Software Service Engineering, Serviceology, Internet of Services, Cloud Services, Intelligent Computing for Enterprises, Computer Integrated Manufacturing(CIM), Enterprise Resource Planning(ERP), Supply Chain Management(SCM), Distributed Information Processing, Databases, Data Mining & Business Intelligence, Software Engineering, Knowledge Engineering, etc.


团队成员
战德臣教授,博导, 研究方向:企业智能计算、ERP与SCM、云计算与云制造、软件体系结构、软件复用、SaaS服务平台等.

王忠杰教授,博导, 研究方向: 服务计算、服务工程、服务学、软件工程等.

初佃辉教授,硕导, 研究方向: 企业信息化、服务计算与服务工程、云计算与云服务、ERP与SCM等.

聂兰顺副教授,硕导, 研究方向: 企业智能计算、物联网、CPS、供应链、云制造等.

招生信息
硕士招生(Recuitment for Master Students):

每年招收3名硕士研究生 (Recuiting 3 Master students each year)
研究方向：服务计算与服务工程、大服务与务联网、智慧医疗服务、智慧家庭服务、智慧文化服务、企业智能计算、企业业务建模技术等

Research Fields: Service Computing & Service Engineering, Big Service & Internet of Services, Smarter Healthcare Services, Smarter Home Services, Smarter Culture Services, Intelligent Computing for Enterprises, Business Modeling for Enterprises, etc.


博士招生(Recruitment for Ph.D. Students):
每年招收1-2名博士生 (Recuiting 1-2 Ph.D. students each year)
研究方向：服务计算与服务工程、价值知觉的服务方法论、大服务与务联网、面向服务的人工蜂群算法、企业智能计算、模型驱动的软件工程方法等

Research Fields: Service Computing & Service Engineering, Value-Aware Service Methodology, Big Servie & Internet of Services, Service Oriented Artificial Bee Colony Algorithm, Intelligent Computing for Enterprises, Model Driven Development of Software Systems, etc.



讲授课程
讲授课程（Teaching Courses）

分布式信息处理(Distributed Information Processing)（博士生课程,Ph.D. Course）服务计算专题课(Service Computing)（硕士生课程, MSc Course）服务科学与工程概论(Introduction to Service Science and Engineering)（硕士生课程, MSE Course）服务学概论（Introduction to Serviceology）（本科生课程，UG Course）CIMS与ERP(CIMS & ERP)（本科生课程, UG Course）软件工程专业导论课(Introduction to Software Engineering)（本科生课程, UG Course）
（教育部精品视频公开课、中国大学MOOC在线课程）


桃李满天
指导毕业的博士及毕业年度：共33名

王熙照（1998）、叶风（1998）、邱深山（1999）、叶丹（女、2000）、王念滨（2001）、邓胜春（2002）、李小平（2002）、沙磊（2003）、Mbale Jameson（赞比亚、2003）、张大勇（2004）、徐瑞（2004）、胡世成（2004）、Oboulhas Tsahat Conrad Onesime（刚果、2005）、王忠杰（2005）、董峥（2006）、孙雪冬（女、2006）、程绍武（2006）、倪旻（2006）、何增友（2006）、聂兰顺（2007）、孙成柱（2008）、张宏国（2009）、莫同（2009）、Danish Irfan（巴基斯坦、2009）、徐汉川（2010）、李全龙（2011）、陈小军（2011）、周丽娜（女、2012）、张彦峰（2013）、马超（2013）、王显志（2014）、初佃辉（2014）、Jorick Lartigau (法国、2015)

在哈工大企业与服务智能计算研究中心（ ICES，哈尔滨）指导毕业的硕士：共83名

教学成果
教学成果

1. 徐晓飞等，计算机拔尖创新人才教育体系研究实践，黑龙江省教学成果一等奖，2011年

2. 徐晓飞等，软件工程国际化人才的跨国联合培养模式的研究与实践，黑龙江省教学成果一等奖，2009年

3. 徐晓飞等，面向产业需求的国际化、工业化软件人才培养体系及教育实践，黑龙江省教学成果二等奖，2007年

出版物

出版物名称服务工程与方法论 (Service Engineering & Methodology)

作者徐晓飞，王忠杰

出版时间,完成时间2011-11-01

出版社清华大学出版社

简单介绍伴随着二十一世纪新兴的现代服务产业的发展，服务相关科学技术也在不断更新发展，特别是关于服务学的研究热潮正在全球蓬勃兴起。服务工程是服务学中发展比较迅速的一个研究领域，对服务学、软件工程、信息技术服务、服务计算等都产生着重要的影响。本书对服务工程与方法论进行了全面的论述，特别着重阐述了服务工程的一些新的观点、理论和方法。本书介绍的主要内容包括：服务工程的产生背景、服务工程概念与技术、服务方法论、服务模型与建模方法、模型驱动的服务方法论、服务系统实现技术、服务价值与价值知觉的服务方法论、服务质量保证与服务优化设计、服务模式与服务工程应用案例分析等等。本书从概念到理论，从方法到技术，从工程到应用，全面阐述了服务工程与方法论的核心内容及使用方法；适合于从事该领域的研究人员、工程技术人员、教师和学生的阅读和学习，帮助读者由浅入深地学习服务工程有关专业知识，提高其运用服务工程方法论的能力。


出版物名称现代企业资源计划与管理 (Modern Enterprise Resource Planning & Management)

作者徐晓飞

出版时间,完成时间1999-12-01

出版社经济出版社

简单介绍现代管理技术作为管理企业生产经营的综合技术在制造企业中有着重要的地位，也是制造业信息化的重要方面，其内涵主要包括：先进管理模式与组织理论、集成化管理与决策信息系统、现代企业管理优化方法与工具、集成化管理系统支撑平台等。现代企业资源计划ERP是以ERP管理思想为核心，以ERP软件为平台的现代企业管理系统。本书介绍了现代企业管理概念与技术体系、现代企业管理模式、企业资源计划ERP的概念与发展历程、ERP基本原理与体系结构、ERP系统的基本功能、ERP应用实施方法、ERP应用案例及经验等内容，并指出ERP是企业实现现代管理和数字化企业的必由之路。本书适合于从事该领域的研究人员、工程技术人员、教师和学生的阅读和学习，帮助读者由浅入深地学习企业现代管理思想与技术，特别是企业资源计划ERP的相关知识，并能帮助读者运用现代管理技术解决实际企业应用问题。


出版物名称计算机集成制造系统CIMS知识新解 (Knowledge on Computer Integrated Manufacturing Systems)

作者徐晓飞（主编）

出版时间,完成时间2000-02-01

出版社兵器工业出版社

简单介绍计算机集成制造系统CIMS是信息时代新的工业革命。本书以问答的形式，全面系统地介绍了CIMS的基本概念、最新概念、国内外概况、总体技术、单项技术以及应用实施方法和经验等方面的内容。它是一本在我国广泛宣传CIM哲理的重要读物，是863/CIMS主题专家组集中全国10个863/CIMS培训中心及有关单位的专家，经过认真撰写、反复审阅和修改而完成的；具有简明扼要、通俗易懂、内容新颖的特点，对我国CIMS推广应用、培训宣传、知识传播与普及，加快我国运用高技术改造传统产业的进程，具有积极的促进作用。本书可供从事CIMS及相关技术研究、开发的高校和科研院所的科技人员、应用CIMS的企业管理人员与技术人员、政府机关从事技术管理的干部参考使用。


出版物名称Software Industry-Oriented Education Practices and Curriculum Development: Experiences and Lessons

作者Editors: Matthew Hussey, Bing Wu, Xiaofei Xu

出版时间,完成时间2011-06-01

出版社IGI Global

简单介绍The development of practical software is exceedingly dynamic in nature and the software industry itself plays a key role in this process.As a result, higher education institutions need to produce graduates at primary and postgraduate degree levels that are well matched to the needs of local and international industry.Software Industry-Oriented Education Practices and Curriculum Development: Experiences and Lessons presents relevant theoretical frameworks and the latest empirical research findings in this area for professionals in academic institutions and industry who want to improve their understanding of this key platform. This book will serve as a reference for education and program designers across the world involved in industry-oriented education and production of graduates for its globalization.


出版物名称Enterprise Interoperability III: New Challenges and Industrial Approaches

作者Editors: Kai Mertins,Rainer Ruggaber,Keith Popplewell,Xiaofei Xu

出版时间,完成时间2008-08-01

出版社Springer Verlag

简单介绍In the context of enterprise applications, interoperability is the ability of a system or an organisation to work seamlessly with other systems or organisations without any special effort. This ability to interact and exchange information both internally and with external organisations (partners, suppliers and/or customers) is a key issue in the global economy. It is fundamental to the acceleration of the production of goods and services at lower cost at the same time as ensuring higher levels of quality and customisation. Despite the last decade’s many efforts to overcome interoperability barriers in industry, non-interoperability still causes an enormous cost for all business partners. Studies show that more than 40% of IT costs are devoted to the solution of interoperability problems. This book provides knowledge for cost savings and business improvement as well as new technical solutions. Composed of over 50 papers, Enterprise Interoperability III ranges from academic research through case studies to industrial and administrative experience of interoperability. The international nature of the authorship continues to broaden. Many of the papers have examples and illustrations calculated to deepen understanding and generate new ideas. The I-ESA’08 conference from which this book is drawn was sponsored by the Interop-VLab and the Enterprise Interoperability Center (EIC). It is also supported by the International Federation for Information Processing and various national associations. A concise reference to the state of the art in software interoperability, Enterprise Interoperability III will be of great value to engineers and computer scientists working in manufacturing and other process industries and to software engineers and electronic and manufacturing engineers working in the academic environment.


出版物名称服务设计要法——用PCN分析方法开发高价值服务业务

作者Scott Sampson著；徐晓飞，王忠杰译著

出版时间,完成时间2013-08-01

出版社清华大学出版社



论文期刊

论文标题State of the Art: Business Service and its Impacts on Manufacturing

作者Xiaofei Xu, Zhongjie Wang

期刊名称Journal of Intelligent Manufacturing

期卷Vol.22,No.

简单介绍The world is coming into the time what is known as the Service Era. Various business services are gradually being separated from manufacturing industries. In this paper, Business service concepts, features and classifications are firstly introduced, and the evolution trends of business service are also briefly summarized. The state-of-the-art of research and development work on business service is overviewed, in three different domains, i.e., the service economy, service systems and service-oriented computing. In particular, main research topics in a new discipline named Service Science, Management and Engineering are mentioned. Business service impacts on manufacturing and new challenges in business transformation from manufacturing to service are discussed. Finally, three case studies on business services are given.


论文标题Wissensbasiertes Kennzahlen-orientiertes Diagnose-System im Produktionsbereich

作者Xiaofei Xu

期刊名称CIM Management

期卷Nr. 5



论文标题Discovering Cluster Based Local Outliers

作者Zengyou He, Xiaofei Xu,Shengchun Deng

期刊名称Pattern Recognition Letters

期卷V.24,N.9

简单介绍In this paper, we present a new definition for outlier: cluster-based local outlier, which is meaningful and provides importance to the local data behavior. A measure for identifying the physical significance of an outlier is designed, which is called cluster-based local outlier factor (CBLOF). We also propose the FindCBLOF algorithm for discovering outliers. The experimental results show that our approach outperformed the existing methods on identifying meaningful and interesting outliers.


论文标题Mining Class Outliers: Concepts, Algorithms and Applications in CRM

作者Zengyou He, Xiaofei Xu,Shengchun Deng

期刊名称Expert Systems with Applications

期卷Vol.7, No.



论文标题Effective Service Composition in Large Scale Service Market: An Empirical Evidence Enhanced Approach

作者Xianzhi Wang, Zhongjie Wang, Xiaofei Xu

期刊名称International Journal of Web Service Research

期卷V.9, No.1

简单介绍The web has undergone a tremendous shift from information repository to the provisioning capacity of services. As an effective means of constructing coarse-grained solutions by dynamically aggregating a set of services to satisfy complex requirements, traditional service composition suffers from dramatic decrease on the efficiency of determining the optimal solution when large scale services are available in the Internet based service market. Most current approaches look for the optimal composition solution by real-time computation, and the composition efficiency greatly depends on the adopted algorithms. To eliminate such deficiency, this paper proposes a semi-empirical composition approach which incorporates the extraction of empirical evidence from historical experiences to provide guidance to solution space reduction to real-time service selection. Service communities and historical requirements are further organized into clusters based on similarity measurement, and then the probabilistic correspondences between the two types of clusters are identified by statistical analysis. For each new request, its hosting requirement cluster would be identified and corresponding service clusters would be determined by leveraging Bayesian inference. Concrete services would be selected from the reduced solution space to constitute the final composition. Timing strategies for re-clustering and consideration to special cases in clustering ensures continual adaption of the approach to changing environment. Instead of relying solely on pure real-time computation, the approach distinguishes from traditional methods by combining the two perspectives together.


论文标题Dynamic Organization and Methodology for Agile Virtual Enterprises

作者Xiaofei Xu, et.al.

期刊名称Journal of Computer Science and Technology

期卷Vol.15,No.

简单介绍With the trend of the worldwide market competition, the global agile manufacturing will become an advanced manufacturing technology in 21st century, and the Agile Virtual Enterprise (AVE) will also become a new organization form of manufacturing enterprises. As AVE is a complicated enterprise, how to build an optimal AVE organization is a difficult problem. In this paper, based on the analysis of the AVE organization, the methodology for AVE including enterprise architecture, reference model, enterprise modeling methods and toolkit, guideline for system implementation is proposed. This paper also presents a Virtual Organization Integrated Support Environment (VOISE), which provides the computer-aided support for rapidly building an optimal AVE.


论文标题Digital Enterprise Management in China: Current Status and Future Development

作者Xiaofei Xu, et.al.

期刊名称International Journal of Production Research

期卷V.43,N.12

简单介绍Digital management plays an important role in modern enterprise management. Supported by the Chinese National High-Tech R&D Program on CIMS, the techniques and software of enterprise information systems and digital management systems have been studied and applied in China for more than 20 years. The paper provides a comprehensive review on the development, current status, and future development of enterprise information systems and digital management systems in China, as well as the software products and the market for digital management.


论文标题HIT-IIP: An Information Integrating Platform for CIM System Based on the Client/Server Architecture

作者Gang Wang, Xiaofei Xu, Guoan Gao

期刊名称Computer Industrial Engineering

期卷V.31,No.4

简单介绍This paper presents a plan of an informationintegratingplatformbased on the client/server technology, named HIT UP which developed in Harbin Institute of Technology (HIT). The function structure, the systemarchitecture end the detailed implementation plan of the HTT-IIP are proposed.


论文标题 Global Intelligent Benevolent Builder(GIBB): A System Automating Integration of Hetergeneous Classical Databases and Web

作者Mbale Jameson, Xiaofei Xu, Shengchun Deng

期刊名称 Information Science and Software Technology

期卷V.45,N.9

简单介绍In this paper we investigate highly sophisticated mechanisms that merge and automate interoperability of heterogeneity classicaldatabasesystems together with the World Wide Web as one world. In particular, we introduce the global intelligence benevolent builder (GIBB) system that employs IntelligentBenevolent Architecture (IBA), which is comprised of assertions, integration rules, conceptual model constructs and agents. IBAs boost the components@#% versatility to reconcile the semantics involved in data sharing in order to withstand the dynamic computer technology in the present and future information age. Due to the IBAs power of intelligence, and in order to save costs and time, GIBB also has the capability to filter out and process only the relevant operational sources like preferences (i.e. customer@#%s interest) from the sites.


论文标题 Acquisition of Interoperability Using Intelligent Binary Schema Matching Technology

作者Mbale Jameson, Xiaofei Xu

期刊名称 International Journal of Computer System Science and Engineering

期卷V.17,N.6

简单介绍The Intelligent Binary Schema Matching System (IBSMS) is an intelligent system, which is characterized with adequate knowledge about various data models. In this way, its basic components; translators and integrators acquire enough intelligence to handle the correspondence between constructs from different models. In addition, the system has a Binary-Matcher, which is a schema manipulation operation that takes two schemas as input and returns a mapping that identifies corresponding elements in them. However, in order to establish equivalencies, it derives correspondences among attributes of objects belonging to involved schemas. Meanwhile, the returned mappings can be exploited in a large variety of applications.


论文标题TW-k-Means：Automated Two-Level Variable Weighting Clustering Algorithm for Multiview Data

作者Xiaojun Chen, Xiaofei Xu, Joshua Zhexue Huang, Yunming Ye

期刊名称IEEE Tansaction on Knowledge and Data Engineering

期卷V. 25, N.4

简单介绍This paper proposes TW-$(k)$-means, an automated two-level variable weighting clustering algorithm for multiview data, which can simultaneously compute weights for views and individual variables. In this algorithm, a view weight is assigned to each view to identify the compactness of the view and a variable weight is also assigned to each variable in the view to identify the importance of the variable. Both view weights and variable weights are used in the distance function to determine the clusters of objects. In the new algorithm, two additional steps are added to the iterative $(k)$-means clustering process to automatically compute the view weights and the variable weights. We used two real-life data sets to investigate the properties of two types of weights in TW-$(k)$-means and investigated the difference between the weights of TW-$(k)$-means and the weights of the individual variable weighting method. The experiments have revealed the convergence property of the view weights in TW-$(k)$-means. We compared TW-$(k)$-means with five clustering algorithms on three real-life data sets and the results have shown that the TW-$(k)$-means algorithm significantly outperformed the other five clustering algorithms in four evaluation indices.


论文标题A Feature Group Weighting Method for Subspace Clustering of High-Dimensional Data

作者Xiaojun Chen, Yunming Ye, Xiaofei Xu, Joshua Zhexue Huang

期刊名称Pattern Recognition

期卷V.45, N.1

简单介绍This paper proposes a new method to weight subspaces in feature groups and individual features for clustering high-dimensional data. In this method, the features of high-dimensional data are divided into feature groups, based on their natural characteristics. Two types of weights are introduced to the clustering process to simultaneously identify the importance of feature groups and individual features in each cluster. A new optimization model is given to define the optimization process and a new clustering algorithm FG-k-means is proposed to optimize the optimization model. The new algorithm is an extension to k-means by adding two additional steps to automatically calculate the two types of subspace weights. A new data generation method is presented to generate high-dimensional data with clusters in subspaces of both feature groups and individual features. Experimental results on synthetic and real-life data have shown that the FG-k-means algorithm significantly outperformed four k-means type algorithms, i.e., k-means, W-k-means, LAC and EWKM in almost all experiments. The new algorithm is robust to noise and missing values which commonly exist in high-dimensional data.


论文标题From Big Data to Big Service

作者Xiaofei Xu, Quan Z. Sheng, Liang-Jie Zhang, Yushun Fan, and Schahram Dustdar

期刊名称IEEE Computer

期卷Vol48, No7



论文标题A restructuring service cluster algorithm ABC optimised based on virtual resource selection probability

作者Jorick Lartigau, Xiaofei Xu, Lanshun Nie, De-chen Zhan

期刊名称International Journal of Computer Integrated Manufacturing

期卷Vol28,No9,

简单介绍Virtual resources (VR) clustering represents a valuable advantage in terms of organisation, readability and efficiency for resource exploration. Service clusters often embed VR based on predetermined clustering methods e.g. hierarchical methods, partionning methods, fuzzy clustering, and density-based algorithms. Meanwhile, after several resource explorations and selections, the agent-based system, denoted cloud platform in cloud manufacturing (CMfg), is able to gather statistical data concerning service requirements along with the probabilities of service clusters and their related VR to be selected. Consequently, the structure and definition of service clusters can be re-considered according to the probability of a set of VR to be selected. This article proposes a clustering method based on selection probability and ABC (Artificial Bee Colony) algorithm optimised. The present research also focuses on the global definition and improvements of the CMfg clustering process and the restructuring trigger function. Finally, the relevance and efficiency of the restructuring service cluster method are demonstrated in the precision and performance evaluation section.


论著成果
论著概述

在国内外学术期刊与会议上发表学术论文300余篇，被SCI/EI收录200余篇，在Google Scholar上被引用2400余次，在Microsoft Academic Search上被引用490余次，在Web of Science上被他引240余次。

He has published more than 300 papers in the journals and conference, in which more than 200 papers are indexed by SCI / EI, more than 2,400 times are cited in Google Scholar, more than 490 times are cited in Microsoft Academic Serach, and more than 240 times are cited by others in Web of Science.