摘要
提出了一种基于信誉分配算法的评价方法(CAIF).该算法采用的实验数据来自美国物理协会数据集(APS),实验结果证明基于信誉分配的评价方法能较好反映不同学者真实的影响力.
Evaluating scholars' impacts have given rise to attention widely.Although current appraisal methods of scholars' impacts have obtained prominent success ,these existing methods have some drawbacks.For example, the impact of one paper is allocated to different signed authors equally, leading to unreasonably assess. In order to evaluate the scholars' impact, we proposed an evaluation method based on credit allocation algorithm, named as CAIF.Our experiments have conducted on American Physical Society dataset (APS) , our results present that our methods can better reflect the true impact of different scholars.
出处
《鞍山师范学院学报》
2016年第4期49-52,共4页
Journal of Anshan Normal University
关键词
信誉分配
学者影响力
评估方法
credit allocation
scholar' s impact
evaluation method