Procedia Computer Science最新文献

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Comparative Analysis of Simulated Annealing and Tabu Search for Parallel Machine Scheduling 模拟退火和塔布搜索在并行机调度中的比较分析
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.02.154
Alzira Mota , Paulo Ávila , João Bastos , Luís A.C. Roque , António Pires
{"title":"Comparative Analysis of Simulated Annealing and Tabu Search for Parallel Machine Scheduling","authors":"Alzira Mota ,&nbsp;Paulo Ávila ,&nbsp;João Bastos ,&nbsp;Luís A.C. Roque ,&nbsp;António Pires","doi":"10.1016/j.procs.2025.02.154","DOIUrl":"10.1016/j.procs.2025.02.154","url":null,"abstract":"<div><div>This paper compares the performance of Simulated Annealing and Tabu Search meta-heuristics in addressing a parallel machine scheduling problem aimed at minimizing weighted earliness, tardiness, total flowtime, and machine deterioration costs—a multi-objective optimization problem. The problem is transformed into a single-objective problem using weighting and weighting relative distance methods. Four scenarios, varying in the number of jobs and machines, are created to evaluate these metaheuristics. Computational experiments indicate that Simulated Annealing consistently yields superior solutions compared to Tabu Search in scenarios with lower dimensions despite longer run times. Conversely, Tabu Search performs better in higher-dimensional scenarios. Furthermore, it is observed that solutions generated by different weighting methods exhibit similar performance.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"256 ","pages":"Pages 573-582"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143593383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Dashboard for the Visualisation of Areas of Collaboration Analytics
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.02.131
Martin Just, Petra Schubert
{"title":"A Dashboard for the Visualisation of Areas of Collaboration Analytics","authors":"Martin Just,&nbsp;Petra Schubert","doi":"10.1016/j.procs.2025.02.131","DOIUrl":"10.1016/j.procs.2025.02.131","url":null,"abstract":"<div><div>In this paper, we present the ArCA Dashboard, a tool for the analysis of collaborative work carried out in Enterprise Collaboration Systems. The dashboard is organised around the Areas of Collaboration Analytics suggested by the ArCA Framework. ArCA is a classification scheme, which was developed from an in-depth literature review of studies on the use of Enterprise Social Systems. We use the event, content and organisational data from a large operational Enterprise Collaboration System as a case example to illustrate the use of the dashboard. The literature contains a large number of highly specialised studies that use data sets only once and only show the situation in the user organisation at a given point in time. It was our aim to develop a tool that could provide longitudinal Business Intelligence on the use of Enterprise Collaboration Systems and allows researchers and user organisations to monitor and study changes in the digital support of collaborative work over time.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"256 ","pages":"Pages 360-368"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143593362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analyses of pandemics’ quantitative data and economic indicators
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.02.150
Kathleen Carvalho , Luis Paulo Reis , João Paulo Teixeira
{"title":"Analyses of pandemics’ quantitative data and economic indicators","authors":"Kathleen Carvalho ,&nbsp;Luis Paulo Reis ,&nbsp;João Paulo Teixeira","doi":"10.1016/j.procs.2025.02.150","DOIUrl":"10.1016/j.procs.2025.02.150","url":null,"abstract":"<div><div>The proposed work is a study that attempts to evaluate the financial impacts of pandemic mitigation strategies in order to be part of a central model that forecasts different scenarios in pandemic situations considering the impact of mitigation procedures in the Economic System and Healthcare System. Economic fluctuations impose a more significant challenge on prediction models, and pandemic modeling methodologies are primarily concerned with the variability of epidemic features, the efficiency of control measures over time, and the development of different viral variants. In this context, this paper correlates economic indicators with quantitative parameters of the last three respiratory virus pandemics, specifically the GDP and the unemployment rates, with a sample encompassing three European countries, the United Kingdom (UK), France, and Germany, that pass through the pandemics under study. The results provide intriguing information, such as the moderated and weak correlation factor between deaths with GDP in the Spanish flu and Swine flu, and the WWI and the 2009 crises can explain which. On the other hand, the correlation factors associated with COVID-19 show a weak to moderate correlation parameter with GDP and unemployment rates but present interesting numbers when the number of people fully vaccinated is compared with GDP. Also, as the correlation factor does not presente a strong relation between daily deaths and GDP, this indicates a necessity for comparison with other economic parameters.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"256 ","pages":"Pages 538-546"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143593379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparing environmental and social Performance Measurement Understandings
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.01.098
Ann-Kristin Thienemann , Katherine Gundolf , Nadine Bachmann , Shailesh Tripathi , Manuel Brunner , Alican Tuezuen , Sebastian Pöchtrager , Herbert Jodlbauer
{"title":"Comparing environmental and social Performance Measurement Understandings","authors":"Ann-Kristin Thienemann ,&nbsp;Katherine Gundolf ,&nbsp;Nadine Bachmann ,&nbsp;Shailesh Tripathi ,&nbsp;Manuel Brunner ,&nbsp;Alican Tuezuen ,&nbsp;Sebastian Pöchtrager ,&nbsp;Herbert Jodlbauer","doi":"10.1016/j.procs.2025.01.098","DOIUrl":"10.1016/j.procs.2025.01.098","url":null,"abstract":"<div><div>Environmental (EP) and social performance (SP) measurements vary concerning diverse performance types, compounded by the lack of alignment with specific performance types. Concerning this problem, we investigate a systematic literature review with 68 EP and 153 SP articles to probe the measuring of EP and SP for different performance types and create a process model. During data analysis, seven environmental and eight social sub-performance types are classified, and measurement constructs are allocated. The main categories that can be found are emission reduction and consumption for EP and welfare and society as well as wellbeing health and safety for SP.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"253 ","pages":"Pages 357-373"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143480306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Blockchain and Smart Contract Creation for Efficient and Secure Data Storage of Consumer Habits and Logistics Data
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.01.068
Krisztián Bálint
{"title":"Blockchain and Smart Contract Creation for Efficient and Secure Data Storage of Consumer Habits and Logistics Data","authors":"Krisztián Bálint","doi":"10.1016/j.procs.2025.01.068","DOIUrl":"10.1016/j.procs.2025.01.068","url":null,"abstract":"<div><div>The application of blockchain technology provides the opportunity to effectively coordinate the production process and logistics tasks. From the first step of creating individual products to the process of their storage, transportation, and placement on store shelves, every single step can be continuously monitored, thereby guaranteeing the appropriate quality. In the blockchain, data can be stored securely, unauthorized persons cannot modify the data, as it is a very complex task. As a result, the research aims to examine which blockchain technology is the most suitable for logistics and production processes, considering both efficiency and security aspects. By applying the smart contract, the third party can be excluded from the process, thereby increasing efficiency and security, while also reducing costs. As part of the practical implementation of the research, a blockchain that meets the conditions listed above will be created, and an Ethereum-based smart contract will also be written using the Solidity programming language. The research motivation is to create a blockchain and smart contract that are capable together of replacing centralized data storage while eliminating its security shortcomings. The purpose of creating the blockchain is to implement distributed Peer-to-Peer node-based data storage for logistics data in a decentralized environment. By creating a smart contract, blockchain-based data storage can become an automated process, making the server and system administrator redundant. The research aims to achieve the highest possible level of data storage security so that the data storage is performed automatically, thus reducing the tasks of the system administrator. The key point of this is the selection of the most optimal smart contract platform and the creation of the contract in which the data storage conditions can be defined. Through the practical application of the smart contract, some logistics processes are carried out automatically, thereby further increasing efficiency.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"253 ","pages":"Pages 49-58"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143480310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Additive Manufacturing adoption in aviation: A literature review
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.01.151
Jorge Oliveira , Pedro Espadinha-Cruz
{"title":"Additive Manufacturing adoption in aviation: A literature review","authors":"Jorge Oliveira ,&nbsp;Pedro Espadinha-Cruz","doi":"10.1016/j.procs.2025.01.151","DOIUrl":"10.1016/j.procs.2025.01.151","url":null,"abstract":"<div><div>Additive Manufacturing (AM) has seen rapid advancements and increasing application across various industries in recent years, offering unique opportunities for innovation, design flexibility and efficiency gains. However, the implementation of AM in aviation presents challenges related to costs, quality, and certification, among others. This review examines the status of AM in the aviation sector through a literature review with the intention of identifying the research topics and the main conclusions. It highlights significant issues such as cost and quality, which have been widely discussed in various studies to disclose future research opportunities as a contribution for the adoption of these technologies in the industry. This review utilized a Scopus-based search, yielding 29 relevant articles for analysis. These articles predominantly explore AM’s application in aviation, addressing advantages, sustainability, costs, supply chain, technology, materials, and lifecycle issues. The findings underscore AM’s potential to improve ‘buy-to-fly’ ratios and enable supply chain decentralization, driven by digitalization and reduction in transportation and inventory needs. Authors also point to the transformative potential of this technology, despite ongoing challenges, such as installation and volume production costs, but also quality, mechanical properties, porosity, surface finishing, and process repeatability issues. On the other hand, several authors argue that AM has the potential to contribute significantly to the aviation industry evolution in diverse areas such as the production of lightweight structures, rapid prototyping, supply chain responsiveness, and customized component manufacturing. The review consolidates the objectives and major findings of the selected articles, providing a comprehensive overview of AM’s present role and future in the aviation industry.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"253 ","pages":"Pages 892-901"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143480523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Examining the Relationship between Corporate Social Responsibility, Organizational Citizenship Behavior and Job Satisfaction: Evidence from Vietnamese Manufacturing Firms in the Digital Age
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.01.133
Quang Tuyen Bui , Vu Phuong Anh Do , Luu Ly Tran , Phuong Mai Nguyen
{"title":"Examining the Relationship between Corporate Social Responsibility, Organizational Citizenship Behavior and Job Satisfaction: Evidence from Vietnamese Manufacturing Firms in the Digital Age","authors":"Quang Tuyen Bui ,&nbsp;Vu Phuong Anh Do ,&nbsp;Luu Ly Tran ,&nbsp;Phuong Mai Nguyen","doi":"10.1016/j.procs.2025.01.133","DOIUrl":"10.1016/j.procs.2025.01.133","url":null,"abstract":"<div><div>In the digital age, corporate social responsibility (CSR) has become vital as it fosters trust, transparency, and ethical conduct in a hyper-connected world. CSR enhances a company’s reputation, attracts socially-conscious consumers, and boosts employee morale. Moreover, digital platforms amplify the impact of CSR initiatives, allowing businesses to engage with global communities. Despite extensive research on CSR in various contexts in the digital age, there is a notable gap in understanding its effects on organizational citizenship behavior and job satisfaction specifically within Vietnamese manufacturing firms. In such as context, this study examines the impact of corporate social responsibility (CSR) on organizational citizenship behavior (OCB) and job satisfaction of employees in Vietnamese manufacturing firms in the digital age. A self-administered questionnaire survey was conducted to collect data from employees working in manufacturing firms in Vietnam. After four months, we received 375 valid responses. Data was put into SPSS software for analysis. Our findings show that CSR towards the community does not have a significant relationship with employees’ OCB, while CSR towards the government has a very low level of impact on employees’ OCB. These findings suggest that not all CSR efforts are equally effective in fostering positive employee outcomes. Consequently, we propose targeted solutions to enhance CSR practices in Vietnamese firms to boost OCB and job satisfaction among employees, thereby contributing to both organizational performance and social well-being in the digital age.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"253 ","pages":"Pages 717-726"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143480641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Artificial intelligence and consumer loyalty in e-commerce
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.01.105
Svetlana Ratner , Svetlana Revinova , Svetlana Balashova , Ayse B. Ersoy
{"title":"Artificial intelligence and consumer loyalty in e-commerce","authors":"Svetlana Ratner ,&nbsp;Svetlana Revinova ,&nbsp;Svetlana Balashova ,&nbsp;Ayse B. Ersoy","doi":"10.1016/j.procs.2025.01.105","DOIUrl":"10.1016/j.procs.2025.01.105","url":null,"abstract":"<div><div>The purpose of this study is to analyze the role of artificial intelligence (AI) in online shopping and to identify consumers’ attitudes towards the use of AI technologies in online shopping. The study was conducted in Russia in 2023 using a survey in which 425 people participated. The analysis of the collected data was carried out using descriptive and nonparametric statistics. The results showed that Russian shoppers are active users of e-commerce. More than half of the respondents are loyal to AI tools, but their use is not a necessity for them. A high level of education has a positive effect on the assessment of the ease and value of using AI-based tools in shopping, women generally respond more positively to the use of AI, and more experienced online shopping users also tend to be more loyal and satisfied with the use of AI tools. This is the first time such a large-scale study has been conducted in Russia, and its results fill a gap in existing knowledge about the relationship between the use of AI tools in online shopping and customer satisfaction and loyalty to the marketplace. The results of the study can be useful for e-commerce companies to understand the role of AI in shopping and its impact on consumer behavior.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"253 ","pages":"Pages 435-444"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143480148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hybrid Additive Manufacturing for Assembly and Postprocessing Solutions
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.01.074
Miguel Zamora Cordero , Rayko Toshev , Petri Helo
{"title":"Hybrid Additive Manufacturing for Assembly and Postprocessing Solutions","authors":"Miguel Zamora Cordero ,&nbsp;Rayko Toshev ,&nbsp;Petri Helo","doi":"10.1016/j.procs.2025.01.074","DOIUrl":"10.1016/j.procs.2025.01.074","url":null,"abstract":"<div><div>The paper discusses hybrid additive manufacturing (HAM) technologies to produce 3D-printed metal components and their post-processing solutions. This research demonstrates how HAM can increase the design and manufacturability of a product solution. The manufacturing techniques applied in the cases are laser powder bed fusion (LPBF), with computer numeric control (CNC), metal inert gas (MIG) welding, fusion deposition modeling (FDM), and adhesives. All these examples present different requirements; therefore, we can see how versatile and productive HAM can be by offering ways to fabricate a final part. This study highlights the possibility for HAM to transform and enable alternative routes in various sectors. However, disadvantages related to advanced material compatibility, integration of these processes, and good quality remain to be addressed for a greater HAM adoption. Four case examples suggest that re-engineering, effectively choosing the correct materials, and dealing with design limitations may be necessary to maintain the quality, functionality, and efficiency of the components presented in this study.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"253 ","pages":"Pages 104-113"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143480245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characterization of the mechanical properties of a laminated composite material, from PLA and Carbon fiber-acrylic resin, obtained by hybrid manufacturing for the development of a new product
Procedia Computer Science Pub Date : 2025-01-01 DOI: 10.1016/j.procs.2025.01.075
Edher Duvan Fonseca , Clara Isabel López Gualdrón , Juan Dayal Castro Bermudez
{"title":"Characterization of the mechanical properties of a laminated composite material, from PLA and Carbon fiber-acrylic resin, obtained by hybrid manufacturing for the development of a new product","authors":"Edher Duvan Fonseca ,&nbsp;Clara Isabel López Gualdrón ,&nbsp;Juan Dayal Castro Bermudez","doi":"10.1016/j.procs.2025.01.075","DOIUrl":"10.1016/j.procs.2025.01.075","url":null,"abstract":"<div><div>The exponential growth in the demand for additive manufacturing technologies such as 3D printing has been repre- sented a significant advance in the transformation of the industry in the development of new products, generating a demand not only for prototypes but for functional products made with these techniques. In this paper, the impact on the variation of the printing parameters on the mechanical properties of the PLA to adhere with a polymeric matrix was evaluated; this process was made adding layers of material in order to modify its mechanical behavior. By means of mechanical characterization tests, destructive testing was carried out with ASTM D638 and ASTM D7078 standards as guidelines, to establish the mechanical properties of a layered composite with polylactic acid (PLA), carbon fiber (CF) Resin and textile, describing its elastic behavior. Due the composite characterization the following mechanical properties where obtained: The elasticity modulus, the stress and strain in the yield limit, for 4 treatments, in addition, shear modulus, shear stress and angular strain where determined. The mechanical properties of the laminated composite are not considerably affected for the PLA print direction. Varying the printed PLA infill the mechanical behavior of the composite is affected. The composite with 30% infill is a transversely isotropic material The composite material was used in the manufacture of lower limb prostheses for patients who were victims of anti- personnel mines.</div></div>","PeriodicalId":20465,"journal":{"name":"Procedia Computer Science","volume":"253 ","pages":"Pages 114-123"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143480246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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