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International Journal of Information Systems and Supply Chain Management最新文献

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Utilizing Enterprise Economic Benefit Evaluation Methods in Edge Intelligent Neural Network Applications 在边缘智能神经网络应用中利用企业经济效益评估方法
IF 0.9
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-07-23 DOI: 10.4018/ijisscm.348338
Ling Yang, Vinh Phuc Dung
{"title":"Utilizing Enterprise Economic Benefit Evaluation Methods in Edge Intelligent Neural Network Applications","authors":"Ling Yang, Vinh Phuc Dung","doi":"10.4018/ijisscm.348338","DOIUrl":"https://doi.org/10.4018/ijisscm.348338","url":null,"abstract":"The core of enterprise economic benefit evaluation lies in the development of a quantitative identification model. The Back Propagation (BP) neural network possesses robust parallel computing, adaptive learning, and error correction capabilities, which can effectively reveal the economic benefits of enterprises and their relationship with influencing factors. This study establishes an economic benefit evaluation model for express delivery enterprises based on the BP neural network. The model takes the annual profit rate of enterprises as the quantitative index of economic benefits and selects 13 factors, both external and internal, influencing the annual profit rate of express delivery enterprises as inputs for the BP neural network model. The economic benefit evaluation model based on BP neural network meets the requirement of objective mean square error in the 300th training cycle. The research results demonstrate that the BP model significantly saves computing time and enables rapid, comprehensive, and objective evaluation of the economic benefits of industrial enterprises.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141810486","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
Visual Communication Design of Mobile App Interface Based on Digital 基于数字技术的移动应用程序界面视觉传达设计
IF 0.9
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-07-23 DOI: 10.4018/ijisscm.348063
Shenghua Wang
{"title":"Visual Communication Design of Mobile App Interface Based on Digital","authors":"Shenghua Wang","doi":"10.4018/ijisscm.348063","DOIUrl":"https://doi.org/10.4018/ijisscm.348063","url":null,"abstract":"With the obvious trend of population aging, the demand of digital products for the elderly is increasing, and the visual design of APP interface is very important for the user experience of the elderly. This study will focus on how to design and optimize the interface through visual communication to enhance the application experience of elderly users. Through a comprehensive analysis of the design principles, user characteristics and use requirements of the aging reading APP, this paper discusses how to design skillfully in the aspects of color application, picture selection, typesetting layout and interactive operation, so as to create an interface that conforms to the reading habits of elderly users. Through the discussion of this study, the purpose is to provide designers and related practitioners with practical guidance and inspiration for the design of aging APP interface for elderly users. The primary aim is to advance digital product design towards a more human-centered and universally accessible direction, enhancing convenience and comfort for elderly users.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141812586","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
Can Company Size and Region Shape the Sustainability Landscape? 公司规模和地区能否决定可持续发展的格局？
IF 0.9
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-07-17 DOI: 10.4018/ijisscm.346969
Chao Chen, Boonsub Panichakarn
{"title":"Can Company Size and Region Shape the Sustainability Landscape?","authors":"Chao Chen, Boonsub Panichakarn","doi":"10.4018/ijisscm.346969","DOIUrl":"https://doi.org/10.4018/ijisscm.346969","url":null,"abstract":"This research investigates the status of green innovation within the supply chain context, emphasizing the roles of organizational support, competitive pressure, and relative advantage. A total of 286 valid samples collected from employees within the supply chain of the manufacturing industry in China were analyzed. Findings reveal significant impacts of organizational support, competitive pressure, and relative advantage on green supply chain innovation adoption, with nuances observed based on organizational characteristics and regional differences. Competitive pressure is a key driver for small organizations to adopt green supply chain innovations, whereas the relative advantage significantly influences larger organizations' adoption intentions. Organizations in different regions exhibit different adoption intentions of green supply chain innovations. Practical implications for managers in different contexts are discussed, emphasizing the importance of tailored strategies to leverage strengths and mitigate challenges in fostering sustainable and innovative supply chains.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141829878","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
Machine Learning-Driven Lending Decisions in Bank Consumer Finance 机器学习驱动的银行消费金融贷款决策
IF 0.9
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-07-17 DOI: 10.4018/ijisscm.348337
Xiaoning Wang, Yi Tang, A. Quaranta
{"title":"Machine Learning-Driven Lending Decisions in Bank Consumer Finance","authors":"Xiaoning Wang, Yi Tang, A. Quaranta","doi":"10.4018/ijisscm.348337","DOIUrl":"https://doi.org/10.4018/ijisscm.348337","url":null,"abstract":"This paper investigates the bank lending decision process for internet consumer finance using machine learning. It focuses on microloans and compares Logistic Regression and GBDT models for credit risk assessment. Variables are filtered and recoded via Information Value and WoE methods to enhance discrimination between defaulting and performing users. Experimental results utilizing these models predict credit risk and optimize using AUC values. Additionally, it develops a fixed-effect regression model to explore how bank-specific factors affect systemic risk, revealing that larger banks reduce risk, while higher returns, non-performing loans, and equity volatility elevate it, with inconclusive effects from leverage ratio.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141830369","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
Optimizing Operational and Sustainable Decisions for GASC 优化 GASC 的运营和可持续决策
IF 0.9
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-07-17 DOI: 10.4018/ijisscm.348065
Linrong Zhou, Guangxing Wei, Mengying Feng
{"title":"Optimizing Operational and Sustainable Decisions for GASC","authors":"Linrong Zhou, Guangxing Wei, Mengying Feng","doi":"10.4018/ijisscm.348065","DOIUrl":"https://doi.org/10.4018/ijisscm.348065","url":null,"abstract":"This study delves into the operational decision-making and sustainability dynamics within a two-tier green agricultural supply chain (GASC), comprising a manufacturer and a retailer. By developing decision models for the manufacturer, both with and without outward altruism, we explore the intricate interplay of government subsidies, consumer green preferences, and manufacturers' altruistic behavior influencing operational efficiency and sustainability within the GASC based on the Stackelberg Game. Our findings underscore the intricate relationship between these factors and the retail pricing of green agricultural products. Specifically, we demonstrate that while the manufacturer's outward altruism is significant, the combined effects of government subsidies and consumer preferences exert substantial influence on pricing strategies. Moreover, we reveal that government subsidies, consumer preferences for sustainability, and manufacturers' altruistic actions collectively bolster the economic, environmental, and social dimensions of sustainability within the GASC.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831213","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
Physical Delivery Network Optimization Based on Ant Colony Optimization Neural Network Algorithm 基于蚁群优化神经网络算法的物理交付网络优化
IF 0.9
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-07-16 DOI: 10.4018/ijisscm.345654
Shujuan Wu, Hanlie Cheng, Qiang Qin
{"title":"Physical Delivery Network Optimization Based on Ant Colony Optimization Neural Network Algorithm","authors":"Shujuan Wu, Hanlie Cheng, Qiang Qin","doi":"10.4018/ijisscm.345654","DOIUrl":"https://doi.org/10.4018/ijisscm.345654","url":null,"abstract":"The development of modern logistics chains is not just simple cargo transportation, it has become a cross-integrated industry that integrates many emerging technologies such as IoT technology, intelligent transportation, cloud computing and mobile Internet. Based on the ant colony algorithm (ACA), this paper optimizes the physical delivery network of the optimized neural network algorithm, establishes a mathematical model for the constraints and optimization objectives in the optimization of the physical delivery path, and proposes some improvements to the ACA to improve the convergence of the algorithm. speed and global search ability, so as to use the improved algorithm to solve the physical delivery path optimization problem. Experiments show that the optimal distance of physical delivery path planning calculated by traditional ACA is 207.8544km, while the optimal distance of improved ACA path planning is 197.9879km. The performance of the improved ACA is improved by analyzing the results of solving typical examples.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141641241","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 Impact of Data Federation Technology on Supply Chain Financing Based on Dynamic Evolutionary Game Analysis 基于动态演化博弈分析的数据联盟技术对供应链融资的影响
IF 0.9
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-07-16 DOI: 10.4018/ijisscm.346376
Huijun Tang
{"title":"The Impact of Data Federation Technology on Supply Chain Financing Based on Dynamic Evolutionary Game Analysis","authors":"Huijun Tang","doi":"10.4018/ijisscm.346376","DOIUrl":"https://doi.org/10.4018/ijisscm.346376","url":null,"abstract":"Digital technology has been applied in supply chain financing(SCF), which ensures small and medium-sized enterprises (SMEs) have significantly better access to get loans. Digital SCF is established on the basis that financing companies need to provide global data to the financial service providers. However, some enterprises may be unwilling to share information for financing suppliers due to data security which affects the development of such new SCF pattern. In this paper, we propose a solution scheme based on data federation technology and evaluate the feasibility of data federation technology in SCF by dynamic evolutionary game analysis. A trustworthy financing service model is established based on data federation technology and the model highlights the characteristic of data availability but invisibility. Evolutionary simulation analysis was conducted on factors that affect data federation technology applied in SCF. The findings indicate that SMEs can get effective financial services if we use data federation technology to enhance the mutual data trust between the two parties.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141643826","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
Algorithm for Automatic Layout of Graphic Language and Its Application in Graphic Design 图形语言自动布局算法及其在平面设计中的应用
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-06-07 DOI: 10.4018/ijisscm.345396
Zongxiao Tao
{"title":"Algorithm for Automatic Layout of Graphic Language and Its Application in Graphic Design","authors":"Zongxiao Tao","doi":"10.4018/ijisscm.345396","DOIUrl":"https://doi.org/10.4018/ijisscm.345396","url":null,"abstract":"When using traditional algorithms to describe graphic languages, the results obtained are not accurate due to the lack of strict standards. In this case, the size and position of the graphic display cannot be accurately determined. Aiming at these problems, we propose a new automatic typesetting algorithm for graphic languages. Use the constant method to calculate the display size of buffered images in graphic design. The ant colony algorithm is used to solve the optimal solution, so that the optimal display position of the graphics in the graphic design can be obtained. Graphics are powerful. For example, excellent graphics such as the presentation of forms, the expression and transmission of information, often make people feel relaxed and empathetic, shorten the distance between each other, and make communication smoother. As a result, graphic languages have become an important part of modern graphic design and are used more and more frequently. This paper attempts to analyze the representation of graphic language, aiming to demonstrate its important role in graphic design.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141371104","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 Multi-Objective Method Based on Tag Eigenvalues Is Used to Predict the Supply Chain for Online Retailers 基于标签特征值的多目标方法用于预测在线零售商的供应链
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-06-05 DOI: 10.4018/ijisscm.344839
Leilei Jiang, Pan Hu, Ke Dong, Lu Wang
{"title":"A Multi-Objective Method Based on Tag Eigenvalues Is Used to Predict the Supply Chain for Online Retailers","authors":"Leilei Jiang, Pan Hu, Ke Dong, Lu Wang","doi":"10.4018/ijisscm.344839","DOIUrl":"https://doi.org/10.4018/ijisscm.344839","url":null,"abstract":"E-commerce has grown quickly in recent years thanks to advancements in Internet and information technologies. For the majority of consumers, online shopping has emerged as a primary mode of shopping. However, it has become more challenging for businesses to satisfy consumer demand due to their increasingly individualized wants. To address the need for customized products with numerous kinds and small quantities, businesses must rebuild their supply chain systems to increase their efficiency and adaptability. The SI-LSF technique, which employs boosting learning in the target-relative feature space to lower the prediction error and enhance the algorithm's capacity to handle input-output interactions, is validated in this study using a genuine industrial dataset. The study successfully identifies the relationship between sales and sales as well as target-specific features by applying the multi-objective regression integration algorithm based on label-specific features to a real-world supply chain demand scenario.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141382070","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
Construction of a Multimedia Instructional Effect Assessment System of College Foreign Language Translation Based on Artificial Intelligence 基于人工智能的高校外语翻译多媒体教学效果评估系统的构建
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-05-22 DOI: 10.4018/ijisscm.343259
Shuang Liu, Man Yi
{"title":"Construction of a Multimedia Instructional Effect Assessment System of College Foreign Language Translation Based on Artificial Intelligence","authors":"Shuang Liu, Man Yi","doi":"10.4018/ijisscm.343259","DOIUrl":"https://doi.org/10.4018/ijisscm.343259","url":null,"abstract":"The teaching evaluation module is an important guarantee of teaching effectiveness, and as an important part of the multimedia teaching system, it needs special attention. This paper combines artificial intelligence and multimedia teaching effect evaluation, proposes a foreign language translation multimedia teaching effect evaluation model based on improved support vector machine (SVM) algorithm, and provides theoretical support for the construction of foreign language translation multimedia teaching effect evaluation system. The results show that the accuracy of this assessment algorithm is improved by 22.18% compared with the traditional assessment algorithm. Therefore, it is theoretically feasible to use the improved SVM to analyse the application effect of multimedia teaching mode in foreign language translation teaching. It can be found that the automatic acquisition of model data, the cumulative search of spatial knowledge and the adaptive control of the search phase of the optimised SVM algorithm have also been significantly improved, and conclusions drawn are more reliable.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141111609","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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