寻找地震相关区域的词频共现分析方法  被引量:5

A method of co-occurrence frequency analysis to find out correlations among earthquake areas

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作  者:胡明生[1,2] 贾志娟[1] 吉晓宇[1] 洪流[2] 

机构地区:[1]郑州师范学院软件研究所,河南郑州450044 [2]华中科技大学系统工程研究所,湖北武汉430074

出  处:《计算机工程与科学》2014年第3期536-540,共5页Computer Engineering & Science

基  金:国家自然科学基金资助项目(U1204703/G011202);河南省重点科技攻关项目(122102310004);郑州市创新型科技人才队伍建设工程(10LJRC190)

摘  要:地震的地区相关性反映出一定地理位置上地震发生的规律性,寻找中国震区之间的相关性规律可以提前预测地震发生的区域。以中国历史地震灾害数据库为平台搭建共现分析模型,首先将地震区域以熟知地名进行划分,在此基础上改进原有Salton模型,提出一种基于修正Salton指数的共现分析方法,使用修正后的共现分析方法求解地震区域间的关联度。实验表明,该修正Salton模型能更准确地反映关联度。Correlations among earthquake areas reflect the regularity of earthquakes happening in cer- tain areas. Looking for correlations among earthquakes can forecast the earthquake areas before the dis- aster comes. Based on DCHED (Database of Chinese Historical Earthquake Disasters), co-occurrence a- nalysis model is established. Firstly, earthquake areas are divided according to the well-known names. Secondly, the traditional Salton model is improved. And, based on the improved Salton index, a method of co-occurrence analysis is proposed in order to solve problems of correlations among earthquake areas. Finally, experiments are performed to prove that the improved Salton model can reflect correlations a- mong earthquake areas more accurately.

关 键 词:地震区域 词频共现 Salton指数 相关性 

分 类 号:G254.9[文化科学—图书馆学]

 

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