计算机技术与发展2018，Vol.28Issue(3)：32-36,5.DOI:10.3969/j.issn.1673-629X.2018.03.007
SARank:一种学术社交网络用户影响力分析模型
SARank:An Influence Analysis Model on Academic Social Network
摘要
Abstract
As an important connection of the real life and the virtual network space,the SNS (social network services) is becoming the most widely used network applications in daily life.At present,there are lots of active users with rising number in the most famous social networks.The huge volume contents generated by many users all the time have become a new research hotspot of the data analysis field. The scientific information sharing and collaborating platform based on social network has being favored very much by the scientific re-searchers.There are many potential precious information in the UGC(user generated contents) of the academic social network,with great research values of them.Therefore,taking the massive user data as an object in the scholar social network,based on the big data analyzing and processing technology,combined with the parameters of the scientific research field and the information communication indexes of the academic social network,we propose an altmetrics(alternative metric) scientific research user influence analysis model named SARank. It could be used in the quantitative computing of the scientific user influence of the scholar social network,forming a new reference indi-cator of the scientific research evaluation system.Some useful conclusions are obtained through the analysis and explanation of the experi-ment.关键词
学术社交网络/影响力分析/多元度量/数据科学/用户产生内容Key words
scholar social network/influence analysis/altmetrics/data science/user generated content分类
信息技术与安全科学引用本文复制引用
顾瑞春,王静宇..SARank:一种学术社交网络用户影响力分析模型[J].计算机技术与发展,2018,28(3):32-36,5.基金项目
国家自然科学基金(61462069,61662056) （61462069,61662056）
内蒙古自然科学基金(2014MS0622,2015MS0622,2016MS0609) （2014MS0622,2015MS0622,2016MS0609）
