{"title":"用DIPA方法预测不规则事件的影响","authors":"Jinrong Zhu","doi":"10.1109/WKDD.2008.43","DOIUrl":null,"url":null,"abstract":"The impact of the irregular events on oil futures markets is so great that it is even superior to the variation tendency of the time series itself. In order to forecast the influence of the irregular events on oil futures price, based on the thorough analysis of the impact process of irregular events in oil futures markets, four concepts, which include direction, intensity, persistence and attenuation model, are introduced. Then a methodology called DIPA is proposed for events impact analysis in this paper. Empirical research shows the presented method can forecast the impact of irregular events on oil futures markets more preferably.","PeriodicalId":101656,"journal":{"name":"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Forecasting the Impact of the Irregular Events with DIPA Methodology\",\"authors\":\"Jinrong Zhu\",\"doi\":\"10.1109/WKDD.2008.43\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The impact of the irregular events on oil futures markets is so great that it is even superior to the variation tendency of the time series itself. In order to forecast the influence of the irregular events on oil futures price, based on the thorough analysis of the impact process of irregular events in oil futures markets, four concepts, which include direction, intensity, persistence and attenuation model, are introduced. Then a methodology called DIPA is proposed for events impact analysis in this paper. Empirical research shows the presented method can forecast the impact of irregular events on oil futures markets more preferably.\",\"PeriodicalId\":101656,\"journal\":{\"name\":\"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-01-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WKDD.2008.43\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WKDD.2008.43","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Forecasting the Impact of the Irregular Events with DIPA Methodology
The impact of the irregular events on oil futures markets is so great that it is even superior to the variation tendency of the time series itself. In order to forecast the influence of the irregular events on oil futures price, based on the thorough analysis of the impact process of irregular events in oil futures markets, four concepts, which include direction, intensity, persistence and attenuation model, are introduced. Then a methodology called DIPA is proposed for events impact analysis in this paper. Empirical research shows the presented method can forecast the impact of irregular events on oil futures markets more preferably.