Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering最新文献

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Neural Network Investment Strategy Algorithm 神经网络投资策略算法
Wenjing Feng, Chen Gong, Weihui Chen
{"title":"Neural Network Investment Strategy Algorithm","authors":"Wenjing Feng, Chen Gong, Weihui Chen","doi":"10.1145/3589860.3589876","DOIUrl":"https://doi.org/10.1145/3589860.3589876","url":null,"abstract":"Abstract. Human brain is a highly complex and nonlinear parallel information processing system. The artificial neural network built by imitating the working mechanism of human brain has strong nonlinear input-output mapping ability. Based on the previous data, the future price data of gold and bitcoin are predicted through the construction and training of neural network. In the short-term forecasting model, the multi-objective programming with minimum net benefit and maximum risk is adopted. In the process of constructing the long-term prediction model, we conducted machine learning on the three indexes LINES, KDJ, MA, and obtained the optimization model of single index decision. In addition, we test the optimality of the model. We also study the short-term decision model. Finally, the optimal solution is obtained by randomly changing the weights of the three indexes.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114802284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Statistical and Optimization Methods for Engineer 面向工程的统计与优化方法
Yilong Sun, Wei Wang
{"title":"Statistical and Optimization Methods for Engineer","authors":"Yilong Sun, Wei Wang","doi":"10.1145/3589860.3589882","DOIUrl":"https://doi.org/10.1145/3589860.3589882","url":null,"abstract":"Total value of imports and exports is vital to measure the speed of country development. In this situation, our group chooses some possible factors which may affect the total value and try to find correlation about these data. These articles mainly focus on making empirical analysis of some factors which may affect the total value of imports and exports in china. Besides, it will also discover a correlation between total value and 4 possible parameters by building regression model and these 4 possible parameters are X1(Money and Quasi-Money Supply), X2(Consumer Price Index), X3(National Government Revenue) and X4(Freight Traffic). After the data analysis, we conclude that X1(Money and Quasi-Money Supply), X2(Consumer Price Index) and X4(Freight Traffic) effect the total value of imports and exports heavily and obtain the Specific data relationships after building two models about the data excel.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125421603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis Of Accounting Information Systems Based On Artificial Intelligence On Fraudulent Financial Reporting Trends In Indonesia 基于人工智能的会计信息系统对印尼虚假财务报告趋势的分析
Meiryani Meiryani, Vidhiya Andini, M. Fahlevi, Winwin Yadiati, Agung Purnomo, Gredion Prajena
{"title":"Analysis Of Accounting Information Systems Based On Artificial Intelligence On Fraudulent Financial Reporting Trends In Indonesia","authors":"Meiryani Meiryani, Vidhiya Andini, M. Fahlevi, Winwin Yadiati, Agung Purnomo, Gredion Prajena","doi":"10.1145/3589860.3589871","DOIUrl":"https://doi.org/10.1145/3589860.3589871","url":null,"abstract":"The accounting information system in a company functions to collect information from various entity subsystems and communicate it to the organization's information processing subsystem. Along with the development of technology and information resulting in significant changes resulting in the need for collaboration from technological developments such as artificial intelligence. By looking at the number of frauds in financial reporting, it requires organizations or companies to make changes for the good of the company related to technological advances that make Artificial Intelligence-based Accounting Information Systems become one of the important needs. This study aims to determine whether there is an effect given by the application of an Artificial Intelligence (AI)-based Accounting Information System (AIS) in detecting and preventing the tendency of fraudulent financial reporting. And to examine how big the role of the Accounting Information System (SIA) based on Artificial Intelligence (AI) in detecting and preventing the tendency of fraudulent financial reporting. This research method is a quantitative research that has a research sample of 31 respondents. The data used is primary data in the form of respondents' answers and processed using SPSS version 27. With the conclusion that the application of an artificial intelligence-based accounting information system has a positive effect on the tendency of fraudulent financial reporting based on the output of the Scatter Plot Graph. based on the coefficient of determination of 0.717 and the regression coefficient of 0.762. In conclusion, the application of accounting information systems has a significant positive effect on the prevention of fraudulent financial reporting with the effect given is 71.7%.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124572810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Behavioral Finance Model on Investor Decision Making in Cryptocurrency Airdrops 加密货币空投中投资者决策的行为金融模型
B. Handoko, Agustinus Winoto, Faris Kasenda, C. Amanda, Oei Herlina Wijaya
{"title":"Behavioral Finance Model on Investor Decision Making in Cryptocurrency Airdrops","authors":"B. Handoko, Agustinus Winoto, Faris Kasenda, C. Amanda, Oei Herlina Wijaya","doi":"10.1145/3589860.3589879","DOIUrl":"https://doi.org/10.1145/3589860.3589879","url":null,"abstract":"Investing in cryptocurrencies is one of the instruments that is increasingly in demand by individual investors today. Investors are starting to aim for other advantages of investing in cryptocurrencies besides capital gains, which is the benefits of getting airdrops. Through this research, we want to examine what factors influence investors' intention to invest through the cryptocurrency airdrops program. We take these factors from the behavioral finance approach. We use heuristic behavior, prospect theory and role of personality variables. Our research is a causal quantitative research. We collected primary data from a questionnaire distributed to experienced individual investors participating in one of the cryptocurrency airdrops programs. We use hypothesis testing with ordinary least square analysis. The research result is that heuristic behavior, prospect theory, and role of personality each has significant influence on investor decision making in cryptocurrency airdrops.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"226 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132949199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fit and Forecasting Indonesia Banking Stock Price During Covid-19 Pandemic Based on Logistic Differential Equation System 基于Logistic微分方程系统的新冠肺炎疫情期间印尼银行股价格拟合与预测
Viska Noviantri, Andree Sulistio Chandra, Yuhani Yusof
{"title":"Fit and Forecasting Indonesia Banking Stock Price During Covid-19 Pandemic Based on Logistic Differential Equation System","authors":"Viska Noviantri, Andree Sulistio Chandra, Yuhani Yusof","doi":"10.1145/3589860.3589881","DOIUrl":"https://doi.org/10.1145/3589860.3589881","url":null,"abstract":"price during the pandemic of the four banks with the largest number of assets in Indonesia’s banking sectors is applied here to complete the fit and forecasting simulation. The results show that the MAPE average value of this model in the fit process is 6.331%. In other words, the logistic equation accurately represents banking stock price fluctuation. Next, the forecast process conducts to predict the stock price fluctuation for some periods. Thus, the fluctuation of stock prices","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132288266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How Streamers Influence Viewers Purchase Intention in Live Streaming Shopping 在直播购物中,主播如何影响观众的购买意愿
Fanny Alfianti, Natasha Natasha, Liliana Ester Aritonang, E. Simanjuntak
{"title":"How Streamers Influence Viewers Purchase Intention in Live Streaming Shopping","authors":"Fanny Alfianti, Natasha Natasha, Liliana Ester Aritonang, E. Simanjuntak","doi":"10.1145/3589860.3589864","DOIUrl":"https://doi.org/10.1145/3589860.3589864","url":null,"abstract":"This paper investigates the factors influencing purchase intention on live streaming shopping platforms from a streamers' perspective based on the SOR framework. This study uses a non-probability convenience sampling method by using an online survey distributed to live streaming shopping viewers through the comment section and direct messages to random viewers. The analysis revealed streamers that have experienced, skilled, and knowledgeable are effective in influencing the viewers' persuasive perception and developing viewers' trust and could drive viewers' intention to purchase in live streaming shopping. This research focused on the streamers' perspective that affects purchase intention in the context of live streaming shopping in Indonesia. Future research may add other variables related to the streamers' perspective with regional and cultural differences. As streamers' perspectives affect viewers' purchase intention through trust in sellers and perceived persuasiveness, this study provides insights into sellers who sell their products through live streaming platforms. Previous research focused on customer motivation in purchase intention and streamer-consumer interaction using different variables. Therefore, our research seeks to analyze other variables and combine perceived persuasiveness and trust in sellers into mediating variables that affect purchase intention in live streaming shopping.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129921541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on Evaluation of Logistics Competitiveness of Huang-Huai Four Cities Based on Entropy Weight-TOPSIS Method 基于熵权- topsis法的黄淮四市物流竞争力评价研究
Dong Li, Yan Wang
{"title":"Study on Evaluation of Logistics Competitiveness of Huang-Huai Four Cities Based on Entropy Weight-TOPSIS Method","authors":"Dong Li, Yan Wang","doi":"10.1145/3589860.3589868","DOIUrl":"https://doi.org/10.1145/3589860.3589868","url":null,"abstract":"As an important basic industry of the national economy, the high-quality development of the logistics industry is an indispensable key power to promote the efficient development of the economy and society.This paper takes the development of the logistics industry in Huang-huai four cities as the research object. By building the logistics competitiveness evaluation system of the logistics competitiveness, the entropy weight-TOPSIS method is used to evaluate the logistics competitiveness, analyze the development level of the logistics competitiveness, and propose targeted countermeasures to enhance the development level of the logistics industry competitiveness in Huang-huai four cities, and promote the development of the logistics industry in Huang-huai four cities.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124497494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and Design of Legal Service Assistance System under the Background of Artificial Intelligence 人工智能背景下法律服务援助系统的开发与设计
Xia Liu
{"title":"Development and Design of Legal Service Assistance System under the Background of Artificial Intelligence","authors":"Xia Liu","doi":"10.1145/3589860.3589874","DOIUrl":"https://doi.org/10.1145/3589860.3589874","url":null,"abstract":"With the rapid development of science and technology, artificial intelligence has become increasingly popular, and deep learning technology has been applied to various fields. China is the most populous country in the world. Every day, various personnel disputes and social events occur, accumulating a large number of civil, criminal and financial legal cases. Data accumulation provides conditions for the application of artificial intelligence technology in the field of legal consultation. This paper uses artificial intelligence technology to continuously capture the civil, criminal and financial legal adjudication documents and legal provisions of the target site to build a systematic database. Establish a legal service auxiliary system with MySql as the background database, and provide a complete set of convenient legal service consulting solutions for the majority of legal service demanders. CCS CONCEPTS • Applied computing∼Law, social and behavioral sciences∼Law","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132521732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A systematic literature review exploring the relationship between metaverse and supply chain resilience: the role of sensory feedback 系统的文献综述探讨了供应链弹性与虚拟世界之间的关系:感官反馈的作用
Xiang Huang, Ping-Kuo Chen
{"title":"A systematic literature review exploring the relationship between metaverse and supply chain resilience: the role of sensory feedback","authors":"Xiang Huang, Ping-Kuo Chen","doi":"10.1145/3589860.3589872","DOIUrl":"https://doi.org/10.1145/3589860.3589872","url":null,"abstract":"Presently, metaverse technology as a three-dimensional virtual world has many benefits, especially in promoting collaboration and trusting relationships between partners. Therefore, it hints at the potential application in supply chain resilience. Given the outbreak of COVID-19, face-to-face communication has been very difficult to achieve, and opportunistic behaviour, fake information, etc., lead to a lack of transparency in the supply chain. These factors have resulted in the destruction of collaboration between supply chain partners, making it difficult to build a resilient supply chain. In this context, the metaverse provides an effective solution in fostering collaboration based on trust between partners, further promoting supply chain resilience. However, there is still a lack of evidence explaining why the metaverse has positive efficiency in this respect. Therefore, this study aims to fill this gap. A systematic literature review was conducted, and 18 relevant papers were analysed. We have identified the technology trends in virtual environments. Collaboration based on trust can be achieved in the metaverse. We also find key factors when the metaverse facilitates collaboration based on trust among supply chain partners to improve supply chain resilience, i.e., the role of sensory feedback. This paper is the first attempt to apply metadata in supply chain resilience. At the same time, it provides new solutions for managers in applying technologies to improve supply chain resilience. The main research limitation is the lack of an empirical analysis of the relationship among the metaverse, supply chain resilience, and sensory feedback. Research efforts should be geared towards developing a theoretical model for this relationship based on empirical analysis.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"18 13","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113942474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Use of Big Data and Cloud Computing On Accounting 大数据和云计算在会计中的应用
Meiryani Meiryani, Lidya Aliffiyah, M. Fahlevi, Winwin Yadiati, Agung Purnomo, Agustinus Winoto
{"title":"The Use of Big Data and Cloud Computing On Accounting","authors":"Meiryani Meiryani, Lidya Aliffiyah, M. Fahlevi, Winwin Yadiati, Agung Purnomo, Agustinus Winoto","doi":"10.1145/3589860.3589873","DOIUrl":"https://doi.org/10.1145/3589860.3589873","url":null,"abstract":"Nowadays technological development has increased rapidly, information technology has made great progress in many scope especially in accounting. The concept of big data, cloud computing and xbrl has attracted increasing attention. Cloud Computing provides security, convenience and business needs of the company. Cloud computing applications assist companies in providing information that is relevant, secure, great performance and easy to use for interested parties. The important of accounting information system help accountant to finish the job and the accurate report's are needed. Failure to make a good analysis of accounting information system will lead to disclosure of financial information and make shareholder no longer believe in existing reports. The result of this study are (1) to give the insight about role of Information Technology in accounting; (2) the tools of accounting information system that helps accountant to finish their work.","PeriodicalId":447165,"journal":{"name":"Proceedings of the 2022 4th International Conference on E-Business and E-Commerce Engineering","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114926993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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