{"title":"提高韩国的金融知识水平:结合人工智能和数据可视化理解金融工具的相互依存关系","authors":"Insu Choi, Woo Chang Kim","doi":"10.1016/j.socimp.2023.100024","DOIUrl":null,"url":null,"abstract":"<div><p>In South Korea, the lack of understanding of financial products has emerged as a significant challenge, contributing to a gap in financial literacy. This research proposes a novel approach to bridge this gap by employing statistical interdependence and explainable AI (xAI) to enhance comprehension of the interconnectedness of economic variables. By translating complex financial information into intuitive visual formats, the methodology empowers individuals to make informed decisions. Collaborations with South Korean financial institutions ensure alignment with local practices and regulations. Preliminary testing indicates promising results in improving financial literacy, mainly related to financial products. The study offers valuable insights for addressing financial literacy challenges in South Korea and potentially beyond, emphasizing the role of technology and collaboration in fostering financial understanding and economic stability. It sets the stage for future research and policy interventions to enhance financial literacy in a technologically advanced society.</p></div>","PeriodicalId":101167,"journal":{"name":"Societal Impacts","volume":"1 1","pages":"Article 100024"},"PeriodicalIF":0.0000,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2949697723000243/pdfft?md5=16c7c42de7e9abff61046a5f431d13ba&pid=1-s2.0-S2949697723000243-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Enhancing financial literacy in South Korea: Integrating AI and data visualization to understand financial instruments’ interdependencies\",\"authors\":\"Insu Choi, Woo Chang Kim\",\"doi\":\"10.1016/j.socimp.2023.100024\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>In South Korea, the lack of understanding of financial products has emerged as a significant challenge, contributing to a gap in financial literacy. This research proposes a novel approach to bridge this gap by employing statistical interdependence and explainable AI (xAI) to enhance comprehension of the interconnectedness of economic variables. By translating complex financial information into intuitive visual formats, the methodology empowers individuals to make informed decisions. Collaborations with South Korean financial institutions ensure alignment with local practices and regulations. Preliminary testing indicates promising results in improving financial literacy, mainly related to financial products. The study offers valuable insights for addressing financial literacy challenges in South Korea and potentially beyond, emphasizing the role of technology and collaboration in fostering financial understanding and economic stability. It sets the stage for future research and policy interventions to enhance financial literacy in a technologically advanced society.</p></div>\",\"PeriodicalId\":101167,\"journal\":{\"name\":\"Societal Impacts\",\"volume\":\"1 1\",\"pages\":\"Article 100024\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2949697723000243/pdfft?md5=16c7c42de7e9abff61046a5f431d13ba&pid=1-s2.0-S2949697723000243-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Societal Impacts\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2949697723000243\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Societal Impacts","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2949697723000243","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Enhancing financial literacy in South Korea: Integrating AI and data visualization to understand financial instruments’ interdependencies
In South Korea, the lack of understanding of financial products has emerged as a significant challenge, contributing to a gap in financial literacy. This research proposes a novel approach to bridge this gap by employing statistical interdependence and explainable AI (xAI) to enhance comprehension of the interconnectedness of economic variables. By translating complex financial information into intuitive visual formats, the methodology empowers individuals to make informed decisions. Collaborations with South Korean financial institutions ensure alignment with local practices and regulations. Preliminary testing indicates promising results in improving financial literacy, mainly related to financial products. The study offers valuable insights for addressing financial literacy challenges in South Korea and potentially beyond, emphasizing the role of technology and collaboration in fostering financial understanding and economic stability. It sets the stage for future research and policy interventions to enhance financial literacy in a technologically advanced society.