{"title":"用双指数平滑法预测楠榜省的可可(可可树)产量","authors":"JL AnaRisqa, Tuti Maryani, Ana Risqa","doi":"10.55927/fjmr.v2i11.6733","DOIUrl":null,"url":null,"abstract":"Cacao (Theobroma cacao) is one of the Indonesian plantation commodities which can be processed into cacao and chocolate products which contain natural antioxidants. In Lampung, the cacao commodity is very superior because every year it has significantly increased and cocoa production is one of the plantation commodities that has contributed to the export development of Lampung Province. In this case, forecasting can be used to estimate that cacao production will always experience an increase or decrease. Another function is to provide information for farmers and the government. Forecasting uses the Double Exponential Smoothing method because the technique is suitable for forecasting with trend patterns and for the long term. The results and discussion of this research is that cacao production has increased in forecasting for 10 years with good MAPE criteria, namely 10.81484. From the discussion above, forecasting cocoa production using the Exponential Smoothing method, namely the Double Exponential Smoothing technique assisted by R software, is suitable for use because it produces good forecasts and a low forecasting accuracy value.","PeriodicalId":373869,"journal":{"name":"Formosa Journal of Multidisciplinary Research","volume":"118 4","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cacao (Theobroma cacao) Production Forecasting in Lampung Province with the Double Exponential Smoothing Method\",\"authors\":\"JL AnaRisqa, Tuti Maryani, Ana Risqa\",\"doi\":\"10.55927/fjmr.v2i11.6733\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Cacao (Theobroma cacao) is one of the Indonesian plantation commodities which can be processed into cacao and chocolate products which contain natural antioxidants. In Lampung, the cacao commodity is very superior because every year it has significantly increased and cocoa production is one of the plantation commodities that has contributed to the export development of Lampung Province. In this case, forecasting can be used to estimate that cacao production will always experience an increase or decrease. Another function is to provide information for farmers and the government. Forecasting uses the Double Exponential Smoothing method because the technique is suitable for forecasting with trend patterns and for the long term. The results and discussion of this research is that cacao production has increased in forecasting for 10 years with good MAPE criteria, namely 10.81484. From the discussion above, forecasting cocoa production using the Exponential Smoothing method, namely the Double Exponential Smoothing technique assisted by R software, is suitable for use because it produces good forecasts and a low forecasting accuracy value.\",\"PeriodicalId\":373869,\"journal\":{\"name\":\"Formosa Journal of Multidisciplinary Research\",\"volume\":\"118 4\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-11-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Formosa Journal of Multidisciplinary Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55927/fjmr.v2i11.6733\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Formosa Journal of Multidisciplinary Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55927/fjmr.v2i11.6733","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
可可(Theobroma cacao)是印度尼西亚的种植商品之一,可加工成含有天然抗氧化剂的可可和巧克力产品。在楠榜省,可可是一种非常优越的商品,因为可可产量每年都在大幅增加,可可生产也是促进楠榜省出口发展的种植商品之一。在这种情况下,预测可用于估计可可产量的增减。另一个功能是为农民和政府提供信息。预测采用双指数平滑法,因为该技术适用于趋势模式和长期预测。本研究的结果和讨论表明,可可产量在 10 年的预测中均有所增长,且 MAPE 标准良好,即 10.81484。从以上讨论来看,使用指数平滑法(即 R 软件辅助的双指数平滑技术)预测可可产量是合适的,因为它能产生良好的预测效果和较低的预测精度值。
Cacao (Theobroma cacao) Production Forecasting in Lampung Province with the Double Exponential Smoothing Method
Cacao (Theobroma cacao) is one of the Indonesian plantation commodities which can be processed into cacao and chocolate products which contain natural antioxidants. In Lampung, the cacao commodity is very superior because every year it has significantly increased and cocoa production is one of the plantation commodities that has contributed to the export development of Lampung Province. In this case, forecasting can be used to estimate that cacao production will always experience an increase or decrease. Another function is to provide information for farmers and the government. Forecasting uses the Double Exponential Smoothing method because the technique is suitable for forecasting with trend patterns and for the long term. The results and discussion of this research is that cacao production has increased in forecasting for 10 years with good MAPE criteria, namely 10.81484. From the discussion above, forecasting cocoa production using the Exponential Smoothing method, namely the Double Exponential Smoothing technique assisted by R software, is suitable for use because it produces good forecasts and a low forecasting accuracy value.