{"title":"Research on Internet Technology Innovation and Information Security Challenges in New Vehicle Energy Sector","authors":"Wenjie Lu, Ximing Sun","doi":"10.17762/ijcnis.v15i3.6228","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i3.6228","url":null,"abstract":"With the rapid proliferation and advancement of new energy vehicles, Internet technology has garnered significant attention and application in this field. This study focuses on innovations in Internet technology in the domain of new automotive energy and the associated information security challenges. The innovations in Internet technology relevant to new energy vehicles, including Telematics, intelligent driving, and remote control, are initially explored. Subsequently, the information security challenges brought about by these innovations are analyzed, encompassing various aspects such as data privacy breaches, remote attacks, and malware infections. The significance of information security in the development of new energy vehicles is emphasized. Solutions and suggestions, including the strengthening of encryption technology, the establishment of a robust security framework, and the enhancement of user education and awareness, are put forward. In conclusion, the current state of research on Internet technology innovation and information security challenges is summarized, and it is suggested that future research should delve deeper into the trajectory of Internet technology development in the field of new energy vehicles, along with the attendant information security challenges, to provide theoretical and practical support for promoting the healthy development and secure application of the new energy vehicle industry.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"90 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138590462","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}
{"title":"Research on the Performance Strategy Choice of Low-carbon Operation of Tourism hotels from the Perspective of Network Management","authors":"Shanshan Zhang, Albattat Ahmad, Heng Xu, B. Han","doi":"10.17762/ijcnis.v15i2.6035","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i2.6035","url":null,"abstract":"The application of performance strategy selection in the low-carbon operation of hotels has gradually improved the operation level and made low-carbon operation management the focus of tourism hotel research. Due to the complexity of the process of low-carbon operation, the traditional performance strategy selection method cannot solve the problems of large data volume and complex data structure, and the operational performance management effect is poor. Therefore, this paper analyzes the selection of operational performance strategies from the perspective of network management. Wireless internet technology and low-carbon evaluation system are used to set the parameters of strategy selection, and the operational performance strategy is transformed. Then, the low-carbon operation effect is verified according to the performance evaluation system, and the parameters of the operational performance strategy are finally obtained. The results of strategy selection show that from the perspective of network management, the selection accuracy of low-carbon operational performance strategies of tourism hotels is greatly improved, which can meet the needs of actual operation strategies.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"75 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120863900","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}
{"title":"Research on the Application of Digital Design of Jinzuo Furniture Cultural Tourism Display Platform Based on Intangible Cultural Heritage","authors":"Shuqian Ge, Zhu Jin","doi":"10.17762/ijcnis.v15i2.5978","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i2.5978","url":null,"abstract":"\u0000 \u0000 \u0000 \u0000Digital design analysis plays an important role in the construction of Jinzuo furniture cultural tourism display platform, especially in the fields of cultural relics, archaeology, and collection, and has also attracted widespread attention from academia in the antique market. However, the current understanding of Jinzuo furniture still stays in theoretical research and lacks a systematic display platform. In the process of analyzing the regional culture of Jinzuo furniture, there are problems such as poor display effect and a small amount of display data. The reason is mainly because of the difference in regional culture and the lack of support for wireless network technology, which affects the publicity and development of Jinzuo furniture culture. Therefore, this paper proposes a digital design method based on the combination of multimedia networks and cognitive radio technology to build a Jinzuo furniture culture and tourism display platform. Firstly, cognitive radio technology is used to collect Jinzuo furniture data, and data from different platforms are summarized through multimedia technology. According to the regional cultural characteristics, the genre of Jinzuo furniture is divided, and the transmission of digital design is studied and understood by radio technology To promote the identification of regional cultural characteristics of Jinzuo furniture and the display effect of the platform. The digital design display results show that with the support of cognitive radio technology, multimedia network technology can improve the design level of Jinzuo furniture culture and tourism display platform, and use cognitive radio technology to promote the development of Jinzuo furniture culture and tourism. It can meet the requirements of Shanxi cultural construction. \u0000 \u0000 \u0000 \u0000","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134123656","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}
Mahmoud Omara, Mahmoud Fayez, Heba Khalid, S. Ghoniemy
{"title":"Restrictive Voting Technique for Faces Spoofing Attack","authors":"Mahmoud Omara, Mahmoud Fayez, Heba Khalid, S. Ghoniemy","doi":"10.17762/ijcnis.v15i1.5738","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i1.5738","url":null,"abstract":"Face anti-spoofing has become widely used due to the increasing use of biometric authentication systems that rely on facial recognition. It is a critical issue in biometric authentication systems that aim to prevent unauthorized access. In this paper, we propose a modified version of majority voting that ensembles the votes of six classifiers for multiple video chunks to improve the accuracy of face anti-spoofing. Our approach involves sampling sub-videos of 2 seconds each with a one-second overlap and classifying each sub-video using multiple classifiers. We then ensemble the classifications for each sub-video across all classifiers to decide the complete video classification. We focus on the False Acceptance Rate (FAR) metric to highlight the importance of preventing unauthorized access. We evaluated our method using the Replay Attack dataset and achieved a zero FAR. We also reported the Half Total Error Rate (HTER) and Equal Error Rate (EER) and gained a better result than most state-of-the-art methods. Our experimental results show that our proposed method significantly reduces the FAR, which is crucial for real-world face anti-spoofing applications.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115800146","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}
{"title":"Risk identification of PPP mode in stadiums and gymnasiums by ant colony algorithm","authors":"Rongrong Qin, Min Zhao","doi":"10.17762/ijcnis.v15i1.5805","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i1.5805","url":null,"abstract":"Aiming at the problem that the PPP model of stadiums and gymnasiums can not realize multi-dimensional risk analysis and the global risk identification ability is poor, an ant colony algorithm is proposed. Firstly, k clustering is used to cluster PPP mode data. Then, the ant colony algorithm is analyzed stochastically, and the risk set of PPP mode is obtained, which lays the foundation for later risk identification. Finally, through the random fusion function, the PPP mode risk set based on the path profile is constructed, and the optimal identification path is obtained, so as to improve the identification accuracy of PPP mode risk. MATLAB simulation shows that the ant colony algorithm proposed in this paper is superior to the risk clustering method in the overall risk identification accuracy and identification time of PPP mode. Therefore, the ant colony algorithm proposed in this paper can be used to identify the risk of PPP mode, to meet the needs of the construction of stadiums and gymnasiums.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126363447","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}
Pan Shu, Nurul Izzatul Lydia Binti Za’ba, Mohd Rashid Bin Ya’acob
{"title":"Framework Design of Smart Contracts-Based Building Information Modeling Contracts Management in Material Supply Chain","authors":"Pan Shu, Nurul Izzatul Lydia Binti Za’ba, Mohd Rashid Bin Ya’acob","doi":"10.17762/ijcnis.v15i1.5737","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i1.5737","url":null,"abstract":"Disputes in the construction industry occur from time to time. The development of the building information model enables the information in the process of project execution in the construction industry to be stored in the same model, which can find appropriate communication channels for disputes between different parties involved in engineering projects. As an emerging technology, Blockchain has received wide attention and is widely used in various fields because of its distributed storage, decentralization, and de-trust characteristics. Furthermore, smart contracts technology provides a new solution to the existing difficulties of disputes in the construction engineering industry from the perspective of replacing traditional contracts. Based on the research of Blockchain and smart contracts technology, this paper analyzes the feasibility of applying Blockchain and smart contracts to contracts management of the construction information model and discusses the implementation plan of combining Blockchain and contracts management of the construction information model with the actual scenario of material supply in the construction industry, choosing Ethereum blockchain platform as the underlying architecture and adopting \" The development of smart contracts for construction material supply is carried out by adopting the \"on-chain off-chain\" data storage and business interaction method, and the specific design and implementation are carried out from the perspectives of system architecture, system deployment, contracts invocation mechanism, and contracts function.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115905276","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}
{"title":"role of Information System to measure the Cost and Performance Aware Scheduling Technique for Cloud Computing Environment","authors":"Mohamed Ashabrawy","doi":"10.17762/ijcnis.v15i1.5732","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i1.5732","url":null,"abstract":"The lot of interest has been put forth by researchers to improve workload scheduling in the cloud platform. However, the execution of scientific workflow on a cloud platform is time-consuming and expensive. Much research has been emphasised, as users are charged based on the usage hour, minimising processing time to reduce cost. However, the processing cost can be reduced by minimising energy consumption, especially when resources are heterogeneous; Minimal work has been done considering optimising cost with energy and processing time parameters to meet task Quality of Service (QoS) requirements. This paper presents cost and performance-aware workload scheduling (CPA-WS) techniques under a heterogeneous cloud platform. This paper presents a cost optimisation model through the minimisation of processing time and energy dissipation for the execution of the task. Experiments are conducted using two widely used workflows such as Inspiral and CyberShake. The outcome shows the CPA-WS significantly reduces energy, time, and cost compared to the standard workload scheduling model.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117095374","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}
{"title":"Research on the development of computer digital technology combined with commercial space landscape design in the theory of \"design combined with nature\"","authors":"Ting-Chu Cheng, A. Marzuki","doi":"10.17762/ijcnis.v15i1.5720","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i1.5720","url":null,"abstract":"Architecture networking and computer digital technologies are critical in building design and construction. They have transformed architects' and designers' approaches to building design, making it more efficient, accurate, and collaborative. The purpose of this study was to investigate the impact that architectural networking and computer digital technology have on aesthetic quality and user experience, with a particular emphasis on the role that functionality plays in mediating the relationship and the role that client preferences play in moderating the relationship. A quantitative approach was taken to the research, and data was obtained from 375 participants through the use of an online survey. The participants were shown a hypothetical building design via digital technology, and they were given the task of rating the aesthetically pleasing qualities of the building as well as the overall user experience. According to the findings of the research conducted, architectural networking and computer digital technology had a considerable impact, both positively and significantly, on the aesthetic quality of the building design as well as the user experience. In addition, it was discovered that functionality partially mediated the relationship between architecture networking and aesthetic quality and user experience. This finding lends credence to the idea that the functionality of a building's design played an important part in determining both the aesthetic quality and the user experience of the building. It was discovered that client preferences had a significant moderating effect on the relationship between architecture networking and aesthetic quality/user experience. This finding indicates that the impact of architecture networking on aesthetic quality and user experience was more pronounced when the clients preferred modern and innovative designs.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"161 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134215944","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}
Falah Amer Abdulazeez, Abdul Sttar Ismail, Rafid S. Abdulaziz
{"title":"Using Gradient Descent to An Optimization Algorithm that uses the Optimal Value of Parameters (Coefficients) for a Differentiable Function","authors":"Falah Amer Abdulazeez, Abdul Sttar Ismail, Rafid S. Abdulaziz","doi":"10.17762/ijcnis.v15i1.5718","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i1.5718","url":null,"abstract":"Deep neural networks (DNN) are commonly employed. Deep networks' many parameters require extensive training. Complex optimizers with multiple hyper parameters speed up network training and increase generalisation. Complex optimizer hyper parameter tuning is generally trial-and-error. In this study, we visually assess the distinct contributions of training samples to a parameter update. Adaptive stochastic gradient descent is a variation of batch stochastic gradient descent for neural networks using ReLU in hidden layers (aSGD). It involves the mean effective gradient as the genuine slope for boundary changes, in contrast to earlier procedures. Experiments on MNIST show that aSGD speeds up DNN optimization and improves accuracy without added hyper parameters. Experiments on synthetic datasets demonstrate it can locate redundant nodes, which helps model compression.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116410651","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}
Yajing Chen, Yee Choy Leong, Lee Shin Yiing, Yunxia Xiao
{"title":"Study on the Influence of Knowledge-driven Technology on predicting consumer Repurchase Behaviour","authors":"Yajing Chen, Yee Choy Leong, Lee Shin Yiing, Yunxia Xiao","doi":"10.17762/ijcnis.v15i1.5750","DOIUrl":"https://doi.org/10.17762/ijcnis.v15i1.5750","url":null,"abstract":"Consumer purchase behaviour has become a potential research area in business analytics, as exploring micro-level details would increase the business's profitability. In this prospect, many MNCs and other enterprises harness contemporary computing technologies like Big Data Analytics, Deep Learning and Predictive Analytics to explore the latent knowledge in purchase patterns and customer behaviour. This work deploys a novel Multi-class Ada Boost (MAB) supported Convolutional Neural Network (CNN) to learn customer purchase behaviour by analysing the buying patterns and trends to predict the repurchases. The proposed model learns the trends sequentially as the CNN models are cascaded one after the other, thus preserving the contextual knowledge between the models. The proposed model is tested for its efficacy on Instacart Market Basket Analysis to predict whether the customer is repurchasing the same product. The performance of the proposed model is compared with another state of art Machine Learning algorithms like Logistic Regression (LR), Support Vector Machines (SVM), Random Forest (RF) and XGBoost in terms of prediction accuracy, precision and F1-score. In addition, synthetic noise is induced into the dataset at various levels to analyse the model's efficacy in handling noisy data. These results indicate that the model shows better results than its peers, thus making it more suitable to predict customer repurchase behaviour and pattern.","PeriodicalId":413010,"journal":{"name":"International Journal of Communication Networks and Information Security (IJCNIS)","volume":"191 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115618007","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}