2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)最新文献_第9页

Construction of English Grammar Knowledge Base System Based on DB2 Database 基于DB2数据库的英语语法知识库系统构建

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10059809

Qiong Wu

引用次数: 0

Efficient Task Scheduling in a Cloud Environment based on Dynamic Priority and Optimized Technique 基于动态优先级和优化技术的云环境下高效任务调度

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060053

D. Singh, A. Mittal

{"title":"Efficient Task Scheduling in a Cloud Environment based on Dynamic Priority and Optimized Technique","authors":"D. Singh, A. Mittal","doi":"10.1109/ICKECS56523.2022.10060053","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060053","url":null,"abstract":"Cloud computing is an emerging field process with an enormous task of handling resources. From an application perspective, the study of task scheduling mechanisms for data transfer in large cloud computing environments needs to be performed better. Unbalanced scheduling leads to traffic load, energy loss, and hardware control failure. In addition, residents' devices are not considered to reduce power consumption delay. So, the Internet of things (IoT) rules the modern trends of the Internet. The enormous number of things (objects), which are associated with the Internet, produces a large amount of information that needs a ton of exertion and task preparation to make it valuable. To resolve this problem, we propose a dynamic multi-level task scheduling (DMLTS) based on cascade shrink priority (CSP) to allocate the task to optimize the scheduling. With intent, a Tactical Load Balancer (TLB) and The Preemptive Flow Manager (PFM) are responsible for applying a load balancing strategy based on the mixed load balancing algorithm to improve the task allocation better to balance the load to improve the response time. Experimental results have been demonstrated concerning better load balancing, lower power rate, and time consumption rate in both phase and random uniform propagation. Simulated results performance of this process can reduce data processing time and achieve load neutralization.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"227 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116134498","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 English Learning Resource Query System Based on Collaborative Filtering Recommendation Algorithm 基于协同过滤推荐算法的英语学习资源查询系统研究

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10059911

Jingtai Li

{"title":"Research on English Learning Resource Query System Based on Collaborative Filtering Recommendation Algorithm","authors":"Jingtai Li","doi":"10.1109/ICKECS56523.2022.10059911","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10059911","url":null,"abstract":"The collaborative filtering algorithm can comprehensively consider the historical evaluation information of the users in the system, calculating the corresponding users, and then finding the resources that the users may be interested in through the evaluation of teaching resources by similar users. Compared with the content-based recommendation algorithm, the collaborative filtering algorithm can find the new interests of users, which can achieve leaping recommendations. This article focuses on the present setting of modern English education and the particular application strategies of applying the latest techniques to improve English learning resource query, reviewing the existing strategies for the improvement of the reliability and validity of language study for online English learning, and looking forward to the direction of follow-up research and practice of online resource query system for virtual language study in the era of big data, which has a certain practical reference meaning for the improvement of English teaching theory under the context of the continuous maturity in the area of AI.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114676919","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 and Construction of an Interactive Genetic Algorithm-Based Automatic Classification System for Environmental Art Effects in Exhibition Halls 基于交互式遗传算法的展厅环境艺术效果自动分类系统研究与构建

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060167

Yi Fu, Yu Zhai

{"title":"Research and Construction of an Interactive Genetic Algorithm-Based Automatic Classification System for Environmental Art Effects in Exhibition Halls","authors":"Yi Fu, Yu Zhai","doi":"10.1109/ICKECS56523.2022.10060167","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060167","url":null,"abstract":"The increasing level of people and society's understanding of visual expressions has pushed the development of environmental art(EA) design expression techniques, and the increase and expansion of expression means has prompted designers to update their original concepts of design communication and to re-examine their choices of environmental art design expressions and means. In order to solve the problem of designers learning to refer to the expression techniques of mature design works, this paper introduces the SVM classifier into the environmental art design industry in this context of the times and constructs an automatic classification system for environmental art effects based on interactive genetic algorithm(IGA) to achieve accurate classification of environmental art design works and to enable people to be attracted by the effects of works when visiting environmental art design works in interactive showrooms. The accuracy of the classification system is verified by this paper. The accuracy verification of the classification system in this paper shows that the classification accuracy is the highest under the condition that the sample size is appropriate and the [−1, 1] normalization method is selected.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125369366","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

Rural E-commerce Customer Path Planning Based on Dijkstra Algorithm 基于Dijkstra算法的农村电子商务客户路径规划

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060427

Xufang Hou

{"title":"Rural E-commerce Customer Path Planning Based on Dijkstra Algorithm","authors":"Xufang Hou","doi":"10.1109/ICKECS56523.2022.10060427","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060427","url":null,"abstract":"With the popularization of e-commerce, the competition among enterprises is becoming more and more fierce, and improving the efficiency of logistics and distribution and reducing operating costs have become the focus of e-commerce enterprises. Dijkstra's algorithm is a kind of greedy algorithm, which has become a classic algorithm for solving the shortest path problem, and is often used to solve network path problems or assisted calculation of complex graph theory algorithms. The Dijkstra algorithm can obtain the optimal choice of the shortest path in the area, and is suitable for solving the single-source shortest path problem in the loop network without negative weight. Due to the large number of traversed nodes, sometimes the algorithm is not efficient. This paper analyses the typical path planning algorithm, designs the data storage structure, and focuses on the process of Dijkstra algorithm. The rural e-commerce customer path planning should follow the basic rules of economy, adaptability and strategy, integrate information flow, capital flow and commodity flow, and build a new pattern of modern rural e-commerce with the information network as the hub.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127130871","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

Detecting and Extracting Information of Medicines from a Medical Prescription Using Deep Learning and Computer Vision 使用深度学习和计算机视觉从医疗处方中检测和提取药物信息

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060502

Nivetha Palani, Nalini Sampath

{"title":"Detecting and Extracting Information of Medicines from a Medical Prescription Using Deep Learning and Computer Vision","authors":"Nivetha Palani, Nalini Sampath","doi":"10.1109/ICKECS56523.2022.10060502","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060502","url":null,"abstract":"Usually, reading any person's handwriting becomes slightly a challenging task for one. Similarly, when it comes to a doctor's handwriting in their medical prescription it becomes the most challenging task to the patients, general people and few medical related workers encountering this as an issue, in certain cases, it heads towards wrong concerns or results due to incorrect decoding of any medical prescription written by a doctor. Out of all things the main reason one cannot interpret a doctor's handwriting in their medical prescription isthat doctors use the Greek and other foreign medical terms andabbreviations that any person won't recognize or understand. This paper establishes how Long Short-Term Memory (LSTM) based Convolutional Neural Network (CNN) is used to develop a model that can distinguish doctor's handwriting in their medical prescriptions. Utilizing the Deep Convolution Recurrent Neural Network (RNN) to train this supervising model, input pictures are segmented using Otsu segmentation and handled to identify the letters and words and categorize them into the 56 various defined characters","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124345655","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: 1

Information Security Intelligent Access System for High-skilled Talents in Electric Power Enterprises Based on Big Data 基于大数据的电力企业高技能人才信息安全智能接入系统

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060767

Jun Wu, Xing Zhang, Y. Liu, Xiaolei Feng

{"title":"Information Security Intelligent Access System for High-skilled Talents in Electric Power Enterprises Based on Big Data","authors":"Jun Wu, Xing Zhang, Y. Liu, Xiaolei Feng","doi":"10.1109/ICKECS56523.2022.10060767","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060767","url":null,"abstract":"With the rapid development of smart grid construction and mobile communication technology, more and more different types of mobile terminals need to remotely access the intranet of electric power enterprises, and various services of electric power enterprises are constantly expanding to mobile terminals. However, the access of mobile terminals has also brought new security problems, posing new challenges to the information security of power enterprises. How to ensure the information security of electric power enterprises in the process of remote access of mobile terminals to the intranet of electric power enterprises has become an urgent problem for electric power enterprises. This paper demonstrates the path of cultivating professional ability of high-skilled talents and the mode of school-enterprise community. This paper analyzes the current security access situation of power mobile terminals, and concludes that the security problems faced by remote access of mobile terminals mainly lie in three aspects: mobile terminal security, data transmission security and intranet application system security. Secondly, aiming at the security problems and combining with the traditional terminal security access technology, a security access system for power mobile terminals is designed. The system adopts the design idea of three-level protection. In the aspect of mobile terminal security, the security architecture of mobile terminal and role-based application software security detection mechanism are designed to strengthen the security protection ability of mobile terminal and ensure the security state of mobile terminal. Through experimental design, the system performance of this paper is improved by about 50%, and the effective rate of information intrusion prevention has reached above.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123525386","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 of 32 Channel Wavelength Division Multiplexing Optical Communication System 32通道波分复用光通信系统的设计

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10059979

C. Supraja, T. Kavitha, C. Pappa

{"title":"Design of 32 Channel Wavelength Division Multiplexing Optical Communication System","authors":"C. Supraja, T. Kavitha, C. Pappa","doi":"10.1109/ICKECS56523.2022.10059979","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10059979","url":null,"abstract":"The Dense Wavelength Division Multiplexing (DWDM) is a transmission frame network in optical communication. In this the light signals are utilized to transmit data of various frequencies at same time. DWDM plays a role in sending and receiving data through the existing fiber multi-channel communication system. This provides a practical method for increasing the system's limit. In this method fiber communication is used to transmit and receive more data over larger distance. The frequency of the signals ranges between 300GHz to 3000THz. The usage of Dispersion compensates fiber (DCF) can totally compensate for dispersion of 32 channel DWDM. DWDM is a network that allows us to increase data rates without having to replace the network system. Our MATLAB software will allow us all to modify signal consistency, power signal, noise signal, average BER and SNR and Q-factor in DWDM modulation in the 32-channel simulation process. The network's capacity is growing, with the sole change occurring at the receiving end. In order to desire the company clients to offer buyers with many types of assistance that allows us to boost data, we have DWDM this signal is simulated and optimized by reducing to 50km through amplifier.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"289 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122779791","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 of VR in Art Exhibition Design VR在艺术展览设计中的应用

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060245

Han Bi

{"title":"Application of VR in Art Exhibition Design","authors":"Han Bi","doi":"10.1109/ICKECS56523.2022.10060245","DOIUrl":"https://doi.org/10.1109/ICKECS56523.2022.10060245","url":null,"abstract":"Art exhibition is mainly the exhibition, display, release and other activities of art works, which is the main way of dissemination of art works. Therefore, art display design plays a vital role in the success of art display, which will improve the quality, grade and grade of art display design. With the rapid development of Internet technology, digital technology has been applied to daily life, which can help us experience new things from a new perspective. Therefore, VR has become a common technology in life, which has been applied to military, games, education, exhibition and other fields. By simulating real space with three-dimensional technology, people can break through the limitations of time and space by combining images, sounds and external equipment, which can have an immersive feeling in vision, hearing, smell and touch. Therefore, VR can convey information intuitively and quickly. However, the virtual display design has not formed a certain standard and guidance, which urgently needs to generate a complete theoretical evaluation system. By meeting the needs of users, we can complete the evaluation of virtual display design system. Firstly, this paper analyzes the importance of VR. Then, this paper analyzes the main algorithms of AHP. Finally, this paper puts forward the application of VR in art exhibition design.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122954885","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 Regional Circular Economy Development Prediction Model Based on AHP-FCE Algorithm 基于AHP-FCE算法的区域循环经济发展预测模型构建

2022 International Conference on Knowledge Engineering and Communication Systems (ICKES) Pub Date : 2022-12-28 DOI: 10.1109/ICKECS56523.2022.10060051

Meng Du

引用次数: 0