金融知识社交机器人的嵌入人工智能

Qinyuan Jiang, Lucas Zak, Shirley Leshem, Pulkit Rampa, Sophie Howle, Haley N. Green, Tariq Iqbal
{"title":"金融知识社交机器人的嵌入人工智能","authors":"Qinyuan Jiang, Lucas Zak, Shirley Leshem, Pulkit Rampa, Sophie Howle, Haley N. Green, Tariq Iqbal","doi":"10.1109/SIEDS58326.2023.10137791","DOIUrl":null,"url":null,"abstract":"Financial literacy is a critical field that prepares individuals to manage their money effectively and to become economically self-suffcient by making informed financial decisions. As artificial intelligence (AI) becomes more widespread across a variety of disciplines, including K-12 education, and more financial institutions move towards digitizing their services, the demand for AI systems in financial literacy education is growing. While many financial and educational institutions alike have implemented AI systems, there remains a need for a system geared toward teaching young students these important lessons and skills. To address this demand, we have created an AI system equipped with financial literacy lessons for grade school students. The system, which is embedded into a NAO robot, a humanoid robot designed for use within education, was evaluated on its performance in the classroom across multiple metrics, including its effcacy, its robustness and feasibility in the classroom, and the students’ enjoyment in using it. The results from the experiments suggest that the system did result in the retention of material, but did not do so at a significantly different level than the more traditional teaching method of a guided worksheet. However, the students did report higher levels of enjoyment in using the robot when compared to a worksheet. These results show promise for future uses of the system, as well as shed light on areas in which the system can be improved in the future.","PeriodicalId":267464,"journal":{"name":"2023 Systems and Information Engineering Design Symposium (SIEDS)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Embodied AI for Financial Literacy Social Robots\",\"authors\":\"Qinyuan Jiang, Lucas Zak, Shirley Leshem, Pulkit Rampa, Sophie Howle, Haley N. Green, Tariq Iqbal\",\"doi\":\"10.1109/SIEDS58326.2023.10137791\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Financial literacy is a critical field that prepares individuals to manage their money effectively and to become economically self-suffcient by making informed financial decisions. As artificial intelligence (AI) becomes more widespread across a variety of disciplines, including K-12 education, and more financial institutions move towards digitizing their services, the demand for AI systems in financial literacy education is growing. While many financial and educational institutions alike have implemented AI systems, there remains a need for a system geared toward teaching young students these important lessons and skills. To address this demand, we have created an AI system equipped with financial literacy lessons for grade school students. The system, which is embedded into a NAO robot, a humanoid robot designed for use within education, was evaluated on its performance in the classroom across multiple metrics, including its effcacy, its robustness and feasibility in the classroom, and the students’ enjoyment in using it. The results from the experiments suggest that the system did result in the retention of material, but did not do so at a significantly different level than the more traditional teaching method of a guided worksheet. However, the students did report higher levels of enjoyment in using the robot when compared to a worksheet. These results show promise for future uses of the system, as well as shed light on areas in which the system can be improved in the future.\",\"PeriodicalId\":267464,\"journal\":{\"name\":\"2023 Systems and Information Engineering Design Symposium (SIEDS)\",\"volume\":\"59 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 Systems and Information Engineering Design Symposium (SIEDS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIEDS58326.2023.10137791\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 Systems and Information Engineering Design Symposium (SIEDS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIEDS58326.2023.10137791","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

金融知识是一个重要的领域,它使个人能够有效地管理他们的钱,并通过做出明智的财务决策而在经济上自给自足。随着人工智能(AI)在包括K-12教育在内的各个学科中的应用越来越广泛,以及越来越多的金融机构朝着数字化服务的方向发展,金融知识教育对AI系统的需求正在增长。虽然许多金融和教育机构都已经实施了人工智能系统,但仍然需要一个面向年轻学生传授这些重要课程和技能的系统。为了满足这一需求,我们创建了一个人工智能系统,为小学生提供金融知识课程。该系统被嵌入到NAO机器人(一种专为教育用途而设计的人形机器人)中,通过多种指标对其在课堂上的表现进行了评估,包括其有效性、在课堂上的稳健性和可行性,以及学生使用它的乐趣。实验结果表明,该系统确实导致了材料的保留,但与更传统的指导工作表教学方法相比,并没有显著不同的水平。然而,与使用工作表相比,学生们确实报告了使用机器人的更高水平的乐趣。这些结果显示了该系统未来使用的前景,也揭示了该系统未来可以改进的领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Embodied AI for Financial Literacy Social Robots
Financial literacy is a critical field that prepares individuals to manage their money effectively and to become economically self-suffcient by making informed financial decisions. As artificial intelligence (AI) becomes more widespread across a variety of disciplines, including K-12 education, and more financial institutions move towards digitizing their services, the demand for AI systems in financial literacy education is growing. While many financial and educational institutions alike have implemented AI systems, there remains a need for a system geared toward teaching young students these important lessons and skills. To address this demand, we have created an AI system equipped with financial literacy lessons for grade school students. The system, which is embedded into a NAO robot, a humanoid robot designed for use within education, was evaluated on its performance in the classroom across multiple metrics, including its effcacy, its robustness and feasibility in the classroom, and the students’ enjoyment in using it. The results from the experiments suggest that the system did result in the retention of material, but did not do so at a significantly different level than the more traditional teaching method of a guided worksheet. However, the students did report higher levels of enjoyment in using the robot when compared to a worksheet. These results show promise for future uses of the system, as well as shed light on areas in which the system can be improved in the future.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信