社會網(wǎng)絡(luò)二元不對稱關(guān)系預(yù)測中的非獨立性檢驗問題
發(fā)布時間:2018-02-21 10:43
本文關(guān)鍵詞: 二元不對稱關(guān)系 非獨立性 假設(shè)檢驗 正態(tài)性檢驗 出處:《系統(tǒng)科學(xué)與數(shù)學(xué)》2017年02期 論文類型:期刊論文
【摘要】:社會網(wǎng)絡(luò)中普遍存在著二元不對稱關(guān)系,在網(wǎng)絡(luò)動態(tài)演化過程中對二元不對稱關(guān)系預(yù)測是基于現(xiàn)有的大量網(wǎng)絡(luò)結(jié)構(gòu)信息,判定信息的有效性是提高預(yù)測效率和預(yù)測結(jié)果正確率的重要保證.文章針對二元不對稱關(guān)系預(yù)測提出了變量非獨立性假設(shè)以及檢驗算法,并通過建立正態(tài)性檢驗算法進(jìn)一步提高非獨立性檢驗的效率.實例驗證表明本文所提出的方法是合理的.
[Abstract]:There are binary asymmetric relationships in social networks. In the process of network dynamic evolution, the prediction of binary asymmetric relationships is based on a large number of existing network information. The validity of decision information is an important guarantee to improve the prediction efficiency and the accuracy of prediction results. In this paper, the variable independence hypothesis and the test algorithm are proposed for the prediction of binary asymmetric relations. The efficiency of the non-independence test is further improved by establishing the normality test algorithm. The example shows that the method proposed in this paper is reasonable.
【作者單位】: 首都經(jīng)濟(jì)貿(mào)易大學(xué)安全與環(huán)境工程學(xué)院;北京師范大學(xué)地表過程與資源生態(tài)國家重點實驗室北京市勞動保護(hù)科學(xué)研究所安全與應(yīng)急管理研究室;
【基金】:國家自然科學(xué)基金(71471121)資助課題
【分類號】:O212.1
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本文編號:1521759
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