{"title":"基于LightGBM模型的跨境电子商务海外战略环境评价指标体系构建","authors":"Yi Lei, Xiaodong Qiu","doi":"10.1145/3589860.3589862","DOIUrl":null,"url":null,"abstract":"China's cross-border e-commerce has witnessed prime time for development When developing cross-border e-commerce, enterprises should first assess the market environment of the target country and reasonably select the target country. This paper establishes an index system for evaluating the strategic climate of China's cross-border e-commerce abroad, uses the LightGBM method in machine learning to train and predict the established index system. Finally, the rationality of the index system is verified, and the weights of each index are also obtained. It provides a reference for cross-border e-commerce enterprises on which indicators and factors they should focus on when selecting target countries.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"67 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Establishment of an Evaluation Index System for the Overseas Strategic Climate of Cross-border E-Commerce Based on LightGBM Model\",\"authors\":\"Yi Lei, Xiaodong Qiu\",\"doi\":\"10.1145/3589860.3589862\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"China's cross-border e-commerce has witnessed prime time for development When developing cross-border e-commerce, enterprises should first assess the market environment of the target country and reasonably select the target country. This paper establishes an index system for evaluating the strategic climate of China's cross-border e-commerce abroad, uses the LightGBM method in machine learning to train and predict the established index system. Finally, the rationality of the index system is verified, and the weights of each index are also obtained. It provides a reference for cross-border e-commerce enterprises on which indicators and factors they should focus on when selecting target countries.\",\"PeriodicalId\":447165,\"journal\":{\"name\":\"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering\",\"volume\":\"67 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3589860.3589862\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3589860.3589862","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Establishment of an Evaluation Index System for the Overseas Strategic Climate of Cross-border E-Commerce Based on LightGBM Model
China's cross-border e-commerce has witnessed prime time for development When developing cross-border e-commerce, enterprises should first assess the market environment of the target country and reasonably select the target country. This paper establishes an index system for evaluating the strategic climate of China's cross-border e-commerce abroad, uses the LightGBM method in machine learning to train and predict the established index system. Finally, the rationality of the index system is verified, and the weights of each index are also obtained. It provides a reference for cross-border e-commerce enterprises on which indicators and factors they should focus on when selecting target countries.