基于网络流量可视化研究的文献计量分析Bibliometric analysis based on visualization study of network traffic
苏芮,努尔布力,王鹏
摘要(Abstract):
采用Web of Science中1999—2017年收录的450篇以网络流量可视化为主题的文献作为数据来源,主要运用Cite Space可视化工具,使用科学计量学的分析方法,回顾国际上该领域的研究热点及研究概况。研究发现,目前为止,已完成新的理论体系研究,并延伸到众多典型研究领域。其中计算机领域和数学领域的期刊成为主要引用期刊,并且作者之间合作密切,可视分析成为近年来一大研究热点。分析结果有助于为该领域的相关人员做进一步深层研究提供参考。
关键词(KeyWords): 网络流量;可视分析;CiteSpace;文献计量分析;知识图谱;科学计量学
基金项目(Foundation): 国家自然科学基金项目(61303231)资助;国家自然科学基金项目(61433012)资助~~
作者(Author): 苏芮,努尔布力,王鹏
DOI: 10.16652/j.issn.1004-373x.2018.18.014
参考文献(References):
- [1]SHI Ronghua,YANG Mengjie,ZHAO Ying,et al.A matrixbased visualization system for network traffic forensics[J].IEEE systems journal,2016,10(4):1350-1360.
- [2]CHEN Chaomei.Cite Space II:detecting and visualizing emerging trends and transient patterns in scientific literature[J].Journal of the American Society for Information Science and Technology,2006,28(3):359-377.
- [3]刘峤,李杨,段宏,等.知识图谱构建技术综述[J].计算机研究与发展,2016,53(3):582-600.LIU Qiao,LI Yang,DUAN Hong,et al.Knowledge graph construction technique[J].Journal of computer research and development,2016,53(3):582-600.
- [4]KAPLAN J.Artificial intelligence:think again[J].Communications of the ACM,2017,60(1):36-38.
- [5]张垒.高被引论文的特征因素及其对影响因子贡献研究[J].中国科技期刊研究,2015,26(8):880-885.ZHANG Lei.Research on the characteristic factors of highly cited papers and their contribution to the impact factor[J].Chinese journal of scientific and technical periodicals,2015,26(8):880-885.
- [6]ZHANG Y,JI Q.Active and dynamic information fusion for facial expression understanding from image sequences[J].IEEE transactions on pattern analysis and machine intelligence,2005,27(5):699-714.
- [7]AHMAD I,WEI X,SUN Y,et al.Video transcoding:an overview of various techniques and research issues[J].IEEE transactions on multimedia,2005,7(5):793-804.
- [8]DAN C,MEIER U,MASCI J,et al.Multi-column deep neural network for traffic sign classification[J].Neural networks,2012,32(1):333-338.
- [9]CORCHADO E,HERREROá.Neural visualization of network traffic data for intrusion detection[J].Applied soft computing journal,2011,11(2):2042-2056.
- [10]裴世保,夏玉良.计算机学科会议论文重要性分析与探讨[J].科技管理研究,2013,33(8):241-245.PEI Shibao,XIA Yuliang.Research on the importance of conference papers in computer discipline[J].Science and technology management research,2013,33(8):241-245.
- [11]任磊,杜一,马帅,等.大数据可视分析综述[J].软件学报,2014,25(9):1909-1936.REN Lei,DU Yi,MA Shuai,et al.Visual analytics towards big data[J].Journal of software,2014,25(9):1909-1936.
- [12]张阳,薛原,马孝尊,等.一种改进的树型网络拓扑结构可视建模[J].电子信息对抗技术,2016,31(3):75-78.ZHANG Yang,XUE Yuan,MA Xiaozun,et al.A modified method of tree network topology visualization model[J].Electronic information warfare technology,2016,31(3):75-78.