社会网络二元不对称关系预测中的非独立性检验问题

马骏,万劼,胡成

系统科学与数学 ›› 2017, Vol. 37 ›› Issue (2) : 553-561.

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系统科学与数学 ›› 2017, Vol. 37 ›› Issue (2) : 553-561. DOI: 10.12341/jssms13083
论文

社会网络二元不对称关系预测中的非独立性检验问题

    马骏1,万劼1,胡成2
作者信息 +

The Problem of Non-Independence Testing During Predicting Binary Dis-Symmetry Relation in the Social Network

    MA Jun1 ,WAN Jie1 ,HU Cheng2
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文章历史 +

摘要

社会网络中普遍存在着二元不对称关系,在网络动态演化过程中对二元不对称关系预测是基于现有的大量网络结构信息,判定信息的有效性是提高预测效率和预测结果正确率的重要保证.文章针对二元不对称关系预测提出了变量非独立性假设以及检验算法,并通过建立正态性检验算法进一步提高非独立性检验的效率.实例验证表明本文所提出的方法是合理的.

Abstract

There is a common binary dis-symmetry relation in the network, and the prediction of the binary dis-symmetry relation is based on the existing network information in the process of network dynamic evolution, and the validity of deci- sion information is an important guarantee to improve the efficiency and accuracy of prediction. In this paper, the non-independence hypothesis and testing algorithm are put forward, and the normality testing algorithm is established to further improve the efficiency of non independence testing. Finally, the example shows that the method proposed in this paper is reasonable.

关键词

二元不对称关系 / 非独立性 / 假设检验 / 正态性检验.

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马骏 , 万劼 , 胡成. 社会网络二元不对称关系预测中的非独立性检验问题. 系统科学与数学, 2017, 37(2): 553-561. https://doi.org/10.12341/jssms13083
MA Jun , WAN Jie , HU Cheng. The Problem of Non-Independence Testing During Predicting Binary Dis-Symmetry Relation in the Social Network. Journal of Systems Science and Mathematical Sciences, 2017, 37(2): 553-561 https://doi.org/10.12341/jssms13083
中图分类号: 03E35   
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