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检索条件"任意字段=8th International Conference on Computer Science and Application Engineering, CSAE 2024"

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Design and Implementation of a New Retail Analysis System Based on Hadoop Technology 24

Design and Implementation of a New Retail Analysis System Ba...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Yang, Yue Wang, Yuqi Zhao, Xiaowei School of Information Engineering Hainan Vocational University of Science and Technology Haikou China

ISBN: (纸本)9798400710094

With the rapid development of digital technology and the continuous updating of various terminal devices, new retail is gradually becoming an important trend in the retail industry. New retail involves the integration of online and offline, achieving seamless experiences across all channels through technological means, and providing consumers with a more personalized, convenient, and fast shopping experience. this article combines traditional retail backend analysis methods to design and develop a new retail big data analysis platform based on Hadoop. By gradually establishing a hierarchical ODS for data warehouse structures, DWD, DWB, DWS, RPT. By presenting the order data on the FineBI visualization platform at the end, customer service requirements can be more effectively met through various dimensions, achieving inventory optimization and increasing revenue goals. © 2024 Copyright held by the owner/author(s).

关键词： Data warehouses

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An Automated Grading System for Competition theses Assisted by NLP Models 24

An Automated Grading System for Competition Theses Assisted ...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Xue, Sijuan Duan, Xu Yang, Manqi College of Information Engineering Hainan Vocational University of Science and Technology Hainan Haikou China

ISBN: (纸本)9798400710094

As the digital transformation of education continues to advance, the inefficiency and subjectivity of traditional manual scoring methods have become increasingly prominent. To address this issue, this study developed an automated scoring process. the process includes several key steps: reading text files, training latent Dirichlet allocation (LDA) topic models, matching texts with conditional sentence libraries, and performing natural language processing (NLP) analysis. the scoring method used in this study follows the standards proposed by advocates of text scoring conditions to comprehensively evaluate the completeness and accuracy of the text. the entire paper is comprehensively evaluated from four dimensions: completeness, content, summary quality, and writing ability. © 2024 Copyright held by the owner/author(s).

关键词： Natural language processing systems

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EEG-Based User Identification in Gaming: Comparative Analysis of Emotion Simulations 24

EEG-Based User Identification in Gaming: Comparative Analysi...

引用

8th international conference on computer science and Artificial Intelligence, CSAI 2024

作者： Li, Sukun Luo, Haitao Department of Mathematics and Computer Science Adelphi University Graden CityNY United States Department of Computer Science Pace University New York CityNY United States

ISBN: (纸本)9798400718182

EEG-based biometrics have gained attention with the quick development of Brain-computer interface technology and the increasing integration of biometric systems with various applications. Previous studies have explored the use of EEG signals for user identification, often focusing on resting-state EEG or task-specific signals. However, there remains a research gap on the impact of different emotional states. this study investigates the application of EEG biometrics within a gaming environment and evaluates four emotion simulation protocols. An EEG-based user identification method is proposed with DHM-t feature extraction algorithm. Results demonstrate that the emotion simulations reveals that EEG biometrics remain stable in games involving low-arousal negative emotion and low-arousal positive emotion with an overall classification rate of 97.21%. In contrast, high-arousal positive emotion provided recognition rates between 85.71% and 95.24%, while high-arousal negative emotion led to a decline in overall performance due to their stronger impact on mental activity. © 2024 Copyright held by the owner/author(s).

关键词： Feature extraction

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A Quantitative Model for Evaluating the Effectiveness of Data Desensitization Based on Information Entropy 24

A Quantitative Model for Evaluating the Effectiveness of Dat...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Chen, Yulin Li, Zhongjie Jia, Haoyang Wang, Qingxian Cao, Yan School of Cyberspace Security Zhengzhou University Henan Zhengzhou China

ISBN: (纸本)9798400710094

To assist enterprises in selecting appropriate data desensitization algorithms under specific scenarios, ensuring both data security and usability, this study proposes a quantitative model for evaluating the effectiveness of desensitization algorithms based on information entropy. the model, after analyzing relevant domestic and international research, establishes a comprehensive evaluation system that includes two key dimensions: security and usability. It employs information entropy and loss entropy to quantify the uncertainty and information loss of desensitization algorithms. the model also uses the entropy weight method and the Analytic Hierarchy Process (AHP) to determine the weights of the evaluation indicators, ensuring the objectivity and adaptability of the assessment. Experimental validation has demonstrated the model’s effectiveness and rationality, providing enterprises with a scientific tool for the assessment of desensitization technology. © 2024 Copyright held by the owner/author(s).

关键词： application Environment

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Research on the Automatic capture Process of Import and Export Information of RPA in Hainan Free Trade Port 24

Research on the Automatic capture Process of Import and Expo...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Feng, Junying Zhou, Ailing Sun, Zi College of Information Engineering Hainan Vocational University of Science and Technology Hainan Haikou China

ISBN: (纸本)9798400710094

With the accelerated development of globalization, the international trade activities of Hainan Free Trade Port are becoming more frequent, and Enterprises face the challenge of processing large amounts of manifest information. Ttraditional manual inquiry processes are inefficient and have a high error rate, seriously affecting the efficiency of customs clearance and the speed of market *** this end, this research proposes a technical solution combining Robotic Process Automation (RPA) and Artificial Intelligence (AI), to optimize the customs General Administration of manifest information query and processing *** using RPA to simulate the computer operations of human users, and AI technology to accurately extract key information of *** scheme significantly improves the efficiency and accuracy of data processing, reduces labor costs, and speeds up the response of enterprises to market changes. After the implementation, RPA technology improves the query efficiency by approximately six times, significantly reduces the operation time and costs, lowering error rates and enhances the competitiveness of enterprises in international trade. © 2024 Copyright held by the owner/author(s).

关键词： Wages

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Memristor-based Neural Network Circuit Simulation for Classification application 24

Memristor-based Neural Network Circuit Simulation for Classi...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Hou, Zhuang Tao, Ye Wang, Zhongqiang Lin, Ya Zhao, Xiaoning Key Laboratory for UV Light-Emitting Materials and Technology Northeast Normal University Jilin Changchun China

ISBN: (纸本)9798400710094

With the advent of the big data era, the traditional von Neumann architecture, which has separate processing units and storage units, brings huge delay and energy consumption, and suffers from high data transmission costs. the memristor, a new principle device, has the ability to modulate the resistance based on the electrical flow passing through it, and its excellent nonlinear characteristics make it a basic component unit of a brain-inspired computing architecture. Scaling up the memristor and constructing a brain-inspired neural network architecture based on it, simulating the computing and learning process of artificial neural networks, is the fundamental solution to the von Neumann architecture bottleneck problem. In this paper, we use the LTspice circuit simulation software to build a brain-inspired neural network array based on memristor units and conduct target detection and classification application tests on typical data sets, thereby verifying the potential application of the memristive neural network architecture in the field of brain-inspired computing. © 2024 Copyright held by the owner/author(s).

关键词： application programs

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Design of Semiconductor Refrigeration System Based on MCU 24

Design of Semiconductor Refrigeration System Based on MCU

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Xu, Bing Yantai Institute of Science and Technology Shandong Yantai China

ISBN: (纸本)9798400710094

Semiconductor refrigeration, as an emerging refrigeration technology, is a promising refrigeration method with a series of advantages such as cleanliness, no noise pollution, no harmful substance emissions, long lifespan, durability, high reliability, and good stability. It meets the requirements of green environmental protection and has important strategic significance for the sustainable development of the national economy;therefore, this article proposes a semiconductor refrigeration system design based on a MCU. the entire system is controlled by a MCU as the core controller, which receives feedback signals from temperature sensors, processes them through internal temperature comparison algorithms, drives relays to control the cooling operation of semiconductor refrigeration chips, and displays the current temperature value and set temperature value on the LCD screen;At the same time, communicate with the Bluetooth communication module through the serial port to send the current temperature value in real-time to the Android mobile app for display. © 2024 Copyright held by the owner/author(s).

关键词： Liquid crystal displays

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Design and application of a Belt-Type Water Surface Garbage Collection Device Based on Machine Vision 24

Design and Application of a Belt-Type Water Surface Garbage ...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Zhou, Han Chen, Danping Lin, Zhizhi College of Mechanical and Electrical Engineering Hainan Vocational University of Science and Technology Hainan Haikou China

ISBN: (纸本)9798400710094

this paper investigates a novel belt-type water surface garbage collector, designed to enhance the intelligence and efficiency of garbage collection systems. To address the mechanical structure and control system of the water surface garbage collector, we propose a comprehensive solution based on machine vision technology, integrating autonomous control and a conveyor belt mechanism. Initially, the paper reviews the current state of research and development trends in belt-type water surface garbage collectors, analyzing the advantages, limitations, and challenges of existing technologies. Subsequently, we detail the design and implementation of an efficient machine vision system, including mechanical structure design, automatic control systems, and system integration and testing. In the implementation process, machine vision technology is employed to enable the collector to identify and quickly locate garbage in complex water surface environments. the experimental results indicate that the belt-type water surface garbage collector, integrated with a machine vision system, significantly improves the accuracy of garbage detection and classification, completing autonomous cleaning tasks without human intervention. the findings of this study offer new technological pathways and methods for enhancing the intelligence and automation of belt-type water surface garbage collectors, laying a foundation for the future development of water surface garbage cleaning technologies. © 2024 Copyright held by the owner/author(s).

关键词： Machine vision

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Design of ship spraying UAV based on PID control 24

Design of ship spraying UAV based on PID control

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Liu, Yanping Lin, Fangjun Yantai Institute of Science and Technology Shandong Yantai China R & D Center Shandong Pengxiang Automobile Co. Ltd. Shandong Yantai China

ISBN: (纸本)9798400710094

In modern Marine industry, ship spraying plays an important role. At present, most of the ship spraying operations are manual spraying, which has some problems such as low spraying efficiency, difficult quality control, poor equipment practicability and high risk factor. Create a Marine painting drone equipped with a high-definition camera that can effectively paint the surface of a ship. the eight-rotor UAV is used to build an electric pushrod platform to achieve distance optimization. the drive unit adopts DC motor combined with PID control algorithm to realize smooth and accurate control of motor speed and distance. © 2024 Copyright held by the owner/author(s).

关键词： Marine industry

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Design and Implementation of Operation and Maintenance Management System for Teaching Building Based on IoT+WebGIS 3D Visualization 24

Design and Implementation of Operation and Maintenance Manag...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Zhao, Yongheng Seng, Bingfeng Liu, Xiaojing Wang, Shuhong School of Computer Technology and Application Qinghai University Qinghai Xining China Qinghai Provincial Key Laboratory of Media Integration Technology and Communication Qinghai Xining China

ISBN: (纸本)9798400710094

Building an operation and maintenance system for teaching buildings that integrates"three-dimensional visualization" and"digital informatization" is essential for realizing a smart campus. To address the limitations of current systems in real-time monitoring and visualization, this study integrates Internet of things (IoT) technology with WebGIS three-dimensional visualization techniques to develop an operation and maintenance management system, taking the teaching building of the School of computer science at Qinghai University as a case study. the system achieves real-time data collection and dynamic monitoring through IoT devices, and integrates multiple functions, including live three-dimensional model display, indoor and outdoor environmental monitoring, fire alarm and early warning, classroom and equipment management, security monitoring, and energy consumption analysis. this system not only facilitates the transformation of traditional teaching buildings into smart and information-based infrastructure, but also provides operational staff with efficient and intelligent management tools. © 2024 Copyright held by the owner/author(s).

关键词： Fire alarm systems

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