针对科研合作网络演化建模的基于Agent实验平台原型  

A Prototype of Agent-based Modeling Platform for Studying the Evolution of Scientific Collaboration Network

作　　者：夏昊翔[1,2] 王国秀[1] 宣照国[1] 罗双玲[2] 吉田武稔[2] 

机构地区：[1]大连理工大学系统工程研究所,大连116024 [2]北陆先端科学技术大学院大学知识科学学院,石川县能美市,923-1292,日本

出　　处：《情报学报》2010年第4期634-640,共7页Journal of the China Society for Scientific and Technical Information

基　　金：国家自然科学基金资助项目（70871016、70431001、70620140115）; 国家高技术研究发展计划（863计划）资助（No.2008AA04Z107）

摘　　要：科研合作网络是近年来复杂网络研究的热点问题之一,但当前关于科研合作网络动态演化问题的研究还很不充分,特别是把网络演化和网络中知识创造与传播问题结合起来的研究还鲜见报道。本文在分析Guimera等人提出的一个基于团队组合的科研合作网络演化模型的基础上,提出一个综合网络演化和网络中知识传播的动态网络建模框架暨元模型。进而,以所提出的元模型为依托,开发了一个计算机仿真实验平台原型,以辅助采用基于Agent建模范式的科研合作网络演化和知识传播研究。通过若干建模试验,初步验证了所提出的元模型和相应的实验平台原型的有效性。Recently scientific collaboration networks have become one hotspot in the complex network community.However, the studies on the dynamical evolution of the collaboration networks are insufficient;especially,few endeavors have been reported that combine the aspects of the network evolution and the knowledge creation and transfer.In the present paper,a dynamical modeling framework or＂meta-model＂that integrates the network evolution and knowledge transfer aspects is conceived,based on an analysis of a team-assembly-based model of scientific collaboration networks suggested by Guimera et al.Subsequently,a corresponding prototype of a computer simulation experimental platform is developed,in order to facilitate the researches on the network evolution and knowledge transfer in scientific collaboration networks using an agent-based modeling paradigm.A few modeling experiments have primitively validated the usefulness of the proposed meta-model as well as the corresponding platform prototype.

关 键 词：科研合作网络 网络演化 知识传播 基于Agent建模 

分 类 号：G203[文化科学—传播学]