学术网络中科研人员影响力分析方法研究  

Evaluation Method on the Influence of Researchers in the Academic Network

作　　者：刘京旋[1] 杜永萍[1] 杜晓燕[1] 付利华[1] Liu JinXuan Du Yongping Du Xiaoyan Fu LiHua(Institute of Computer Science, Beijing University of Technology, Beijing 100124)

机构地区：[1]北京工业大学计算机学院,北京100124

出　　处：《情报工程》2015年第6期83-89,共7页Technology Intelligence Engineering

基　　金：国家科技支撑计划子课题(2013BAH21B02-01);北京市自然科学基金资助项目(4153058);ISTIC-THOMSON科学计量学联合实验室开放基金

摘　　要：随着科研合作的多元化,评判科研人员的影响力也将受到影响,本文在由科研人员及其所发表的学术论文构成的网络中,利用关联信息进行科研人员的影响力分析。在基于科研论文质量计算初始影响力的基础上,融入科研人员之间的合作关系,包括直接影响与间接影响,设计算法实现综合的科研人员影响力计算。在真实实验数据集上进行影响力排序,对不同研究领域的科研人员分析其合作网络以及对其影响力计算的作用,进一步验证了方法的有效性。With the development of cooperation in the research field, the evaluation to the researcher＇s influence will also be affected. This paper analyzes the influence of researcher by using the correlation information in the academic network, which is composed of researchers and their published academic papers.Based on the initial influence of academic paper quality, we integrate the cooperative relationship between researchers, including direct influence and indirect influence, and design the algorithm to implement the final influence evaluation of researchers. The experiment is implemented on the real data set to verify the effectiveness of the method. The cooperation network is constructed in different research field and the ranking of the influence is also demonstrated.

关 键 词：学术影响力 学术网络 排序 

分 类 号：G2[文化科学]