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

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Influence of the Development of Internet Big Data on College Students' Music Education 互联网大数据发展对大学生音乐教育的影响
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-05-22 DOI: 10.4018/ijisscm.343260
Yan Wang
{"title":"Influence of the Development of Internet Big Data on College Students' Music Education","authors":"Yan Wang","doi":"10.4018/ijisscm.343260","DOIUrl":"https://doi.org/10.4018/ijisscm.343260","url":null,"abstract":"Under the background of globalisation and diversification, how to construct a music culture with national characteristics and develop music education with both diversity and localisation is a major issue that music education theory and research in China must face up to. This study begins with a theoretical overview and uses big data analysis to construct a framework for teaching localisation. Then the localisation methods of educational concepts and practical operations are sorted out, and the construction of the localised teaching model of Orff music pedagogy is introduced. Finally, this paper describes the big data analysis of the localised teaching model in terms of cluster trend analysis and determining the number of clusters analysis. The results show that the Chinese music pedagogy of Orff is realised on the basis of improving students' music knowledge and achieving their all-round development. The experimental data effectively improved the speed and accuracy of the big data analysis algorithm. This study is significant for the localised music education system in China.","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":"141108083","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
Application and Research of Key Technologies of Big Data for Agriculture 农业大数据关键技术的应用与研究
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-05-15 DOI: 10.4018/ijisscm.344038
Lei Yang, Huijuan Ye
{"title":"Application and Research of Key Technologies of Big Data for Agriculture","authors":"Lei Yang, Huijuan Ye","doi":"10.4018/ijisscm.344038","DOIUrl":"https://doi.org/10.4018/ijisscm.344038","url":null,"abstract":"With the rapid development of science and technology, advanced technical means such as information technology have been widely used in various fields of society, realizing the reform and innovation in different fields. Mage data technology, Internet, cloud computing technology and so on have changed people's production and lifestyle, and society has entered a new era of mage data. Combined with the current situation of agricultural development, we should create a mage data training base for enterprises, build a perfect training system, carry out cooperation with colleges and universities, vigorously introduce professional talents, and spare no effort to promote the effective application of mage data technology in the agricultural field. This paper analyzes the importance of the application of mage data technology in the agricultural field, mage data mining analysis provides decision support, and the specific application of mage data technology in the agricultural field. Finally, through k-means algorithm, the industrial scale can be increased to more than 75%.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140976853","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
Adoption of Blockchain in Critical Minerals Supply Chain Risk Management 区块链在关键矿产供应链风险管理中的应用
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-04-09 DOI: 10.4018/ijisscm.342118
Ivan Kudrenko
{"title":"Adoption of Blockchain in Critical Minerals Supply Chain Risk Management","authors":"Ivan Kudrenko","doi":"10.4018/ijisscm.342118","DOIUrl":"https://doi.org/10.4018/ijisscm.342118","url":null,"abstract":"This study examines the impact of digital transformation, digital awareness, and supply chain risk management (SCRM) on the intention to employ blockchain technology in the US critical minerals industry. It examines the influence of digital transformation on supply chain resiliency and the adoption of blockchain by analyzing responses from 122 managers and professionals through structural equation modeling and partial least squares approaches. SCRM, perceived usefulness, and usability shape the intention to use blockchain, while digital transformation enhances supply chain resiliency. This research contributes to the existing literature by confirming the relevance of the technology acceptance model in blockchain adoption and by highlighting the importance of digital transformation in supply chain resiliency. Practically, it offers valuable insights for managers, emphasizing the role of SCRM in recognizing blockchain's benefits, the need for digital literacy and transformation to facilitate blockchain adoption, and the potential of blockchain to enhance supply chain operations.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140727274","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
Research on the Application of Virtual Reality Technology in the Cultural Exchange of Tourist Attractions Under the Background of Artificial Intelligence 人工智能背景下虚拟现实技术在旅游景点文化交流中的应用研究
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-04-02 DOI: 10.4018/ijisscm.341801
Na Hou
{"title":"Research on the Application of Virtual Reality Technology in the Cultural Exchange of Tourist Attractions Under the Background of Artificial Intelligence","authors":"Na Hou","doi":"10.4018/ijisscm.341801","DOIUrl":"https://doi.org/10.4018/ijisscm.341801","url":null,"abstract":"Virtual reality is an immersive interactive technology that captures the entire location within 360 degrees with the help of special cameras, mounts and software. This paper discusses the role of artificial intelligence technology and virtual reality technology in the cultural communication of tourist attractions. In tourist attractions, VR technology provides a glimpse of information about the tourist attraction with the help of VR photography and VR video. This study provides a new idea for the design of interactive cultural communication devices and uses supervised learning algorithms to make their versatility and interactivity fully reflected in the communication effect . The results of the study show that by using supervised learning algorithms, artificial intelligence based virtual reality provides 97% high accuracy.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140754400","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 on the Coupling Coordinative Development Mechanism of Ecological Environment and Logistics Service Trade 生态环境与物流服务贸易耦合协调发展机制分析
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-03-19 DOI: 10.4018/ijisscm.340935
Jijun Zhang, Peng Zang
{"title":"Analysis on the Coupling Coordinative Development Mechanism of Ecological Environment and Logistics Service Trade","authors":"Jijun Zhang, Peng Zang","doi":"10.4018/ijisscm.340935","DOIUrl":"https://doi.org/10.4018/ijisscm.340935","url":null,"abstract":"This article first takes the “logistics-ecological environment” composite system as the research object, constructs the order parameter index system of the logistics subsystem and the ecological environment subsystem of the scientific system, and establishes the order degree model of the subsystem and the composite system coupling coordination degree model. Then, this paper conducts an empirical study based on the historical data of Province X from 2008 to 2020, calculates the degree of order of the logistics subsystem and the ecological environment subsystem and the coordination degree of the composite system, and analyzes the coupling and coordinated development mechanism of the province's ecological environment and logistics service trade. The results show that the order of the province's logistics subsystem and the ecological environment subsystem and the degree of coupling and coordination of the “logistics-ecological environment” composite system both show a continuous growth trend.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140228181","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 Method in Folk Art Based on Multimedia Data Transmission Technology 基于多媒体数据传输技术的民间艺术视觉传达设计方法
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-03-06 DOI: 10.4018/ijisscm.338383
Linran Sun, N. Kwak
{"title":"Visual Communication Design Method in Folk Art Based on Multimedia Data Transmission Technology","authors":"Linran Sun, N. Kwak","doi":"10.4018/ijisscm.338383","DOIUrl":"https://doi.org/10.4018/ijisscm.338383","url":null,"abstract":"With the rapid development of science and technology and China's economy, the internet, big data, computers, and multimedia technology are widely used in all walks of life to promote the application and improvement of visual communication design concepts, the gradual implementation of multimedia technology, and the continuous improvement of innovation. In this paper, from the multimedia transmission technology based on network coding, some key technologies in the network communication of data and video streams are studied in depth and, based on the transmission-quality assessment model, the working effect of the jitter-buffering algorithm and WebRTC jitter-buffering algorithm is compared in different network environments. The experimental results show that the jitter-buffering algorithm proposed in this paper has better working effect. This research is of great significance for the realization of multimedia transmission technology in next-generation networks.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140261457","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 on the Influence of Tax Reduction and Fee Reduction Policies on Digital Development Level of Enterprises Based on AHP-DEMATEL 基于AHP-DEMATEL的减税降费政策对企业数字化发展水平的影响分析
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-02-20 DOI: 10.4018/ijisscm.338382
Yao Wang, Zhijie Kang
{"title":"Analysis on the Influence of Tax Reduction and Fee Reduction Policies on Digital Development Level of Enterprises Based on AHP-DEMATEL","authors":"Yao Wang, Zhijie Kang","doi":"10.4018/ijisscm.338382","DOIUrl":"https://doi.org/10.4018/ijisscm.338382","url":null,"abstract":"Since structural tax cuts were first incorporated into active fiscal policy in 2008, various tax breaks have been introduced. Based on the detailed enumeration of tax reduction policy measures, this study constructs an evaluation index system for the level of digital development of enterprises in terms of strategy implementation, operation status, technology level, and quality management. Then DEMATEL hierarchical analysis method and big data analysis method are used to analyse and determine the comprehensive influence degree of each index. Finally, this paper analyses the benefits and convenience brought by tax reduction and fee reduction to the digital development of enterprises and puts forward countermeasures and suggestions for the development of digital transformation of enterprises in the context of tax reduction and fee reduction. This study aims to put forward relevant countermeasures for enterprises to enhance their digital transformation and development capabilities.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140446331","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
Design and Application of Legal Information Systems Based on Big Data Technology 基于大数据技术的法律信息系统的设计与应用
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-02-19 DOI: 10.4018/ijisscm.338380
Ying Wang
{"title":"Design and Application of Legal Information Systems Based on Big Data Technology","authors":"Ying Wang","doi":"10.4018/ijisscm.338380","DOIUrl":"https://doi.org/10.4018/ijisscm.338380","url":null,"abstract":"China's exploration of the legal application of big data is still far from thorough enough. This article proposes a universal suitable for hierarchical big data storage systems, which can quickly add new cache policies when needed and provide cache scheduling strategies. The neural training algorithm used in legal information systems implements a complete parallel computing framework for large-scale neural network training, supporting distributed storage and management of large-scale sample data. The experimental results show that the framework has good scalability and fault tolerance, and can quickly train legal information systems, improving their efficiency and response speed. This provides new ideas and methods for the design and development of legal information systems.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139959108","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
Song Emotion Intelligence Analysis for Psychological Stress Relief 宋体情绪智能分析用于心理减压
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-02-19 DOI: 10.4018/ijisscm.338719
Xiaoyu Huang, Svetlana V. Bakuto
{"title":"Song Emotion Intelligence Analysis for Psychological Stress Relief","authors":"Xiaoyu Huang, Svetlana V. Bakuto","doi":"10.4018/ijisscm.338719","DOIUrl":"https://doi.org/10.4018/ijisscm.338719","url":null,"abstract":"In today's digital and networked era, multimedia content such as images, audio, and video have become an important part of the data transmitted on the Internet's information superhighway. How to manage the stress in the college student population is directly related to the future life and development of college students. In this article, based on domestic and international data mining technology, the authors designed an intelligent analysis system for college students' mental health, pre-processed the data, then analysed these data in detail by using the outlier analysis algorithm in clustering algorithm, and finally mined the intrinsic connection between the psychological problems and attributes by using the Apriori association rule algorithm, so as to provide the decision makers with a reliable basis. This study puts forward reasonable solutions and suggestions for the problems existing in the psychological level of contemporary college students.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140451081","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
Research on Optimization of Agricultural Products Cold Chain Logistics Distribution System Based on Low Carbon Perspective 基于低碳视角的农产品冷链物流配送系统优化研究
IF 1.6
International Journal of Information Systems and Supply Chain Management Pub Date : 2024-02-07 DOI: 10.4018/ijisscm.338220
Chunrong Ni, K. Dohn
{"title":"Research on Optimization of Agricultural Products Cold Chain Logistics Distribution System Based on Low Carbon Perspective","authors":"Chunrong Ni, K. Dohn","doi":"10.4018/ijisscm.338220","DOIUrl":"https://doi.org/10.4018/ijisscm.338220","url":null,"abstract":"Based on thindiscussion of the traditional agricultural product distribution model, this article establishes a low-carbon perspective of urban agricultural product co-distribution model to reduce the level of agricultural product circulation and reduce the impact of distribution activities on the environment. By comprehensively considering the factors affecting carbon emissions in the vehicle delivery process, the fuel consumption and carbon emissions estimation models of delivery vehicles are analyzed and put forward. A mathematical model for the optimization of urban agricultural product cold chain distribution routes from a low-carbon perspective is established. This article takes a logistics center as an example, selects genetic algorithm as the model solution method, optimizes the distribution route, and obtains the corresponding result, thus verifying the rationality and feasibility of the model.","PeriodicalId":44506,"journal":{"name":"International Journal of Information Systems and Supply Chain Management","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139794874","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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