Decision Making: Applications in Management and Engineering最新文献_第2页

A Novelty Decision-Making Based on Hybrid Indexing, Clustering, and Classification Methodologies: An Application to Map the Relevant Experts Against the Rural Problem 基于混合索引、聚类和分类方法的新颖性决策：针对农村问题绘制相关专家地图的应用

Decision Making: Applications in Management and Engineering Pub Date : 2024-02-19 DOI: 10.31181/dmame7220241023

Muhammad Faisal, Titik Khawa Abd Rahman, Ida Mulyadi, K. Aryasa, Irmawati, Musdalifa Thamrin

{"title":"A Novelty Decision-Making Based on Hybrid Indexing, Clustering, and Classification Methodologies: An Application to Map the Relevant Experts Against the Rural Problem","authors":"Muhammad Faisal, Titik Khawa Abd Rahman, Ida Mulyadi, K. Aryasa, Irmawati, Musdalifa Thamrin","doi":"10.31181/dmame7220241023","DOIUrl":"https://doi.org/10.31181/dmame7220241023","url":null,"abstract":"Goals (SDGs) within intricate rural contexts holds paramount significance. Sustainable rural development holds profound significance for both developed and developing nations. This study was conducted to develop a methodological framework for placing experts with strategically relevant competencies to meet the specific needs of villages, thus enabling the practical application of their expertise in generating innovative solutions to problems in a village. This study entails several pivotal phases. Firstly, it constructs a Community Standard of Living Index (CSLI) using Delphi and Rank Reciprocal (RR). Secondly, it establishes village clustering through a hybrid Fuzzy C-Means (FCM), Self-Organizing Map (SOM), and Xie-Beni (XB). Thirdly, a classification of village development levels is created using Tsukamoto and Smallest of Maximum (SM). Finally, recommendations for placing experts in villages, aligning their skills with identified needs using the Cosine Similarity (CS). The results obtained are compared with factual data of each village to obtain relevant conclusions, where an accuracy value of 0.95 indicates a high success rate in the test results of the proposed technique. This study has the potential to significantly enhance decision-making by introducing opportunities for the development of hybrid methodologies in expert mapping for rural issues.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":"20 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140451836","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 and Application Research of E-Commerce Financial Management Based on T-DPC Optimization Algorithm 基于 T-DPC 优化算法的电子商务财务管理分析与应用研究

Decision Making: Applications in Management and Engineering Pub Date : 2024-02-09 DOI: 10.31181/dmame722024943

Yilan Wang, Yao Shan

引用次数: 0

Analysis and Application Research of E-Commerce Financial Management Based on T-DPC Optimization Algorithm 基于 T-DPC 优化算法的电子商务财务管理分析与应用研究

Decision Making: Applications in Management and Engineering Pub Date : 2024-02-09 DOI: 10.31181/dmame722024943

Yilan Wang, Yao Shan

引用次数: 0

Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model 基于结构方程模型的智能农业供应链绩效评估

Decision Making: Applications in Management and Engineering Pub Date : 2024-02-08 DOI: 10.31181/dmame722024930

Yujie Zhang, Na Li

{"title":"Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model","authors":"Yujie Zhang, Na Li","doi":"10.31181/dmame722024930","DOIUrl":"https://doi.org/10.31181/dmame722024930","url":null,"abstract":"To solve the problems of unstable chain and poor supply chain (SC) function in the China’s agriculture industry, the relevant study is carried out on the function evaluation of the sustainable agricultural SC by structural equation modelling (SEM) under the background of digital technology. Primarily, the analysis is implemented on the research status of the sustainable SC and SC function. Then, starting with the relationship among big data (BD) application, information sharing, and sustainable SC function of agricultural production, a function evaluation model is implemented for the sustainable SC of SEM-based agricultural production. Next, a questionnaire is designed for the research on the impact of BD applications on the function of the sustainable agricultural SC. Ultimately, the statistical analysis of the obtained data reveals the correlation between the interaction and influence among the BD application, information sharing, and sustainable SC function of agricultural production. The results show that the BD application dimension, information sharing dimension, and all sub-dimensions have is beneficial to the function of the agricultural sustainable SC. The application of multidimensional cloud technology in BD has no obvious relationship with the dimensionality and level of information sharing, and the relationship between other corresponding dimensions shows a significant positive impact. A referenceable method is provided for the practice of sustainable SC management of agricultural production.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":" 42","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139792450","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 Application of Embedded Hardware System and Blockchain in Rural Financial Management Cloud Platform 嵌入式硬件系统和区块链在农村财务管理云平台中的应用

Decision Making: Applications in Management and Engineering Pub Date : 2024-02-08 DOI: 10.31181/dmame7220241040

Meng Sun

{"title":"The Application of Embedded Hardware System and Blockchain in Rural Financial Management Cloud Platform","authors":"Meng Sun","doi":"10.31181/dmame7220241040","DOIUrl":"https://doi.org/10.31181/dmame7220241040","url":null,"abstract":"With the rapid development of information technology, rural financial management is facing the great challenge of digitalization and intelligentization. This study aims to explore the application of embedded systems combined with blockchain technology in rural financial management to provide more efficient and secure solutions. Firstly, the main problems in rural financial management are analyzed, including low data processing efficiency and poor data security. It then explores the potential applications of embedded systems in financial management, as well as the main characteristics and classifications of blockchain technology. Based on this, a model integrating embedded systems and blockchain technology is designed, and the effectiveness of the model is verified by experiments. The experimental results show that the system not only significantly improves the data processing speed, but also enhances the data security and improves the user satisfaction. In general, this study provides theoretical and practical support for the technical innovation of rural financial management and shows a broad prospect in practical application.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":"77 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139851786","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 Application of Embedded Hardware System and Blockchain in Rural Financial Management Cloud Platform 嵌入式硬件系统和区块链在农村财务管理云平台中的应用

Decision Making: Applications in Management and Engineering Pub Date : 2024-02-08 DOI: 10.31181/dmame7220241040

Meng Sun

{"title":"The Application of Embedded Hardware System and Blockchain in Rural Financial Management Cloud Platform","authors":"Meng Sun","doi":"10.31181/dmame7220241040","DOIUrl":"https://doi.org/10.31181/dmame7220241040","url":null,"abstract":"With the rapid development of information technology, rural financial management is facing the great challenge of digitalization and intelligentization. This study aims to explore the application of embedded systems combined with blockchain technology in rural financial management to provide more efficient and secure solutions. Firstly, the main problems in rural financial management are analyzed, including low data processing efficiency and poor data security. It then explores the potential applications of embedded systems in financial management, as well as the main characteristics and classifications of blockchain technology. Based on this, a model integrating embedded systems and blockchain technology is designed, and the effectiveness of the model is verified by experiments. The experimental results show that the system not only significantly improves the data processing speed, but also enhances the data security and improves the user satisfaction. In general, this study provides theoretical and practical support for the technical innovation of rural financial management and shows a broad prospect in practical application.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":" 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139791886","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

Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model 基于结构方程模型的智能农业供应链绩效评估

Decision Making: Applications in Management and Engineering Pub Date : 2024-02-08 DOI: 10.31181/dmame722024930

Yujie Zhang, Na Li

{"title":"Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model","authors":"Yujie Zhang, Na Li","doi":"10.31181/dmame722024930","DOIUrl":"https://doi.org/10.31181/dmame722024930","url":null,"abstract":"To solve the problems of unstable chain and poor supply chain (SC) function in the China’s agriculture industry, the relevant study is carried out on the function evaluation of the sustainable agricultural SC by structural equation modelling (SEM) under the background of digital technology. Primarily, the analysis is implemented on the research status of the sustainable SC and SC function. Then, starting with the relationship among big data (BD) application, information sharing, and sustainable SC function of agricultural production, a function evaluation model is implemented for the sustainable SC of SEM-based agricultural production. Next, a questionnaire is designed for the research on the impact of BD applications on the function of the sustainable agricultural SC. Ultimately, the statistical analysis of the obtained data reveals the correlation between the interaction and influence among the BD application, information sharing, and sustainable SC function of agricultural production. The results show that the BD application dimension, information sharing dimension, and all sub-dimensions have is beneficial to the function of the agricultural sustainable SC. The application of multidimensional cloud technology in BD has no obvious relationship with the dimensionality and level of information sharing, and the relationship between other corresponding dimensions shows a significant positive impact. A referenceable method is provided for the practice of sustainable SC management of agricultural production.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":"363 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139852233","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

Automatic Quality Inspection and Intelligent Prevention of Prefabricated Building Construction Based on BIM and Fuzzy Logic 基于 BIM 和模糊逻辑的预制装配式建筑施工质量自动检测与智能预防

Decision Making: Applications in Management and Engineering Pub Date : 2024-01-29 DOI: 10.31181/dmame722024991

Weini Ma

{"title":"Automatic Quality Inspection and Intelligent Prevention of Prefabricated Building Construction Based on BIM and Fuzzy Logic","authors":"Weini Ma","doi":"10.31181/dmame722024991","DOIUrl":"https://doi.org/10.31181/dmame722024991","url":null,"abstract":"The construction industry plays an important role in China's economy. However, traditional construction quality inspection methods have problems such as low efficiency, high leakage rate, and poor real-time performance. Therefore, taking the appearance quality defects of reinforced concrete engineering as an example, this study combines building information models and computer vision technology. By this way, it can achieve automatic quality inspection and intelligent quality problem prevention, to improve the quality management level during the construction process. In this study, ResNet50 network was pre-trained and classified using a self-made defect image database. After transfer learning, the accuracy values of the training and testing sets remained stable at around 0.95 and the loss value remained stable at around 0.10 after 10 epochs, indicating a significant improvement in learning performance. In the defect area quantification experiment, four corner coordinates of the defect image were calculated. These corner coordinates are simultaneously obtained and saved during on-site image acquisition. According to the calculation results, the defect area of honeycomb is approximately 67.67 square centimetres. These results confirm that this method improves the efficiency and accuracy of quality inspection and has potential application in quality inspection of prefabricated building construction.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":"43 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140487390","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 Hesitation and its Application to Decision Making 犹豫分析及其在决策中的应用

Decision Making: Applications in Management and Engineering Pub Date : 2024-01-26 DOI: 10.31181/dmame722024978

Youpeng Yang, Sanghyuk Lee, Kyeong Soo Kim, H. Zhang, Xiaowei Huang, W. Pedrycz

{"title":"Analysis on the Hesitation and its Application to Decision Making","authors":"Youpeng Yang, Sanghyuk Lee, Kyeong Soo Kim, H. Zhang, Xiaowei Huang, W. Pedrycz","doi":"10.31181/dmame722024978","DOIUrl":"https://doi.org/10.31181/dmame722024978","url":null,"abstract":"A novel score function based on the Poincaré metric is proposed and applied to a decision-making problem. Decision-making on Fuzzy Sets (FSs) has been considered due to the flexibility of the data, and it is applied to the decision-making. However, decisions with FSs are sometimes nondecisive even for different membership degrees. Hence, Intuitionistic Fuzzy Sets (IFSs) data is applied to design a score function for the decision-making with the Poincaré metric. This function is supported by the profound information of IFSs; IFSs include hesitation degree together with membership and non-membership degree. Hence, IFS membership and non-membership degree are expressed as two-dimensional vectors satisfying the Poincaré metric for simplification. At the same time, the proposed approach addresses the hesitation information in the IFS data. Next, a score function is proposed, constructed and provided. The proposed score function has a strict monotonic property and addresses the preference without resorting to the accuracy function. The strict monotonic property guarantees the preference of all attributes. Additionally, the existing problem of score function design in IFSs is addressed: they return zero scores even with different meanings for the same membership and non-membership degree. The advantages of the proposed score function over existing ones are demonstrated through illustrative examples. From the calculation results, the proposed decision score function discriminates between all candidates. Hence, the proposed research provides a solid foundation for the hesitation analysis on the decision-making problem.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":"1 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139593279","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

Stock Market Performance Evaluation of Listed Food and Beverage Companies in Istanbul Stock Exchange with MCDM Methods 用 MCDM 方法评估伊斯坦布尔证券交易所上市食品和饮料公司的股票市场绩效

Decision Making: Applications in Management and Engineering Pub Date : 2024-01-26 DOI: 10.31181/dmame722024692

Cansu Işık, Melis Türkkan, Safa Marbou, Sait Gül

{"title":"Stock Market Performance Evaluation of Listed Food and Beverage Companies in Istanbul Stock Exchange with MCDM Methods","authors":"Cansu Işık, Melis Türkkan, Safa Marbou, Sait Gül","doi":"10.31181/dmame722024692","DOIUrl":"https://doi.org/10.31181/dmame722024692","url":null,"abstract":"The analysis of the stock market performance ratios is crucial for investors and fund managers. The food and beverage industry in Turkey is the largest sector in the Istanbul Stock Exchange (ISE). It contributes over half of the country’s GDP and is a highly attractive sector. This study aims to rank the top food and beverage companies based on their stock market performance ratios. The criteria weights were determined by using DEMATEL and CRITIC methods, with the help of three experts for DEMATEL. The stock market performances of the companies were evaluated by using three MCDM methods; EDAS, WASPAS, and TOPSIS, with the weights obtained from both DEMATEL and CRITIC. The robustness of the results was tested by applying various combinations of weighting and evaluation methods. According to the DEMATEL, earnings per share had the highest weight while CRITIC found the market value to book value ratio as the most important criterion. The study concluded that the best-ranked companies are CCOLA and TBORG. Also, there is no significant stability in other companies’ rankings. To reveal which methods produced similar rankings, Spearman’s Rank Correlation analysis was conducted: while WASPAS combinations produced similar rankings, all EDAS and TOPSIS combinations gave similar findings.","PeriodicalId":504436,"journal":{"name":"Decision Making: Applications in Management and Engineering","volume":"51 14","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139594103","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