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2240 articles
Proceedings Article

Multistage Encryption of Mammogram Images Using Fractional Fourier Transform and 3D Chaotic Map

Banhi Das, Arijit Saha, Somali Sikder
Transmission of biomedical images over long distance is very important for various applications like telemedicine and distant consultation with health experts. Many of these images carry confidential information and need to be highly secured before transmission. For the purpose of secured transmission,...
Proceedings Article

Research on Engineering Practice Teaching in Universities Based on AR Technology

Longcheng Zhao
Under the background of new engineering, the application research of AR technology to college engineering practice teaching is helpful to find more effective engineering practice teaching methods. At present, engineering practice teaching in universities mainly relies on laboratory experimental equipment...
Proceedings Article

Research on Epidemic Predictive Modeling, Data Fusion and Effective Prevention and Control Strategies by China’s Digital Government

Take Guangzhou as an Example

Aikeda Adilii, Anqi Xu, Jihaeng Lee
In recent years, China has actively advocated the construction of digital government. With the continuous progress of the times, China’s digital government has the characteristics of wide coverage and strong integrity. At the same time, digital government has played a great role in the prevention and...
Proceedings Article

Statistical Analysis of Farmland Big Data Based on Kuznets Curve——Take Hebei Province as An Example

Da Gao, Yadi Liang
After the 14th Five-Year Plan, improving agricultural quality, efficiency and competitiveness has become the focus of current agricultural work. As a major agricultural province, Hebei Province has also issued various relevant policies and schemes to improve the quality and efficiency of agricultural...
Proceedings Article

Stock Price Prediction based on the Improved Flower Pollination Algorithm Optimizing BP Neural Network

Pengkai Wang
This research introduces a predictive model, IFPA-BP, for stock price forecasting that optimizes the BP neural network weights and biases using the Improved Flower Pollination Optimization Algorithm (IFPA). We addressed the traditional inflexibility between global and local searches by introducing the...
Proceedings Article

A Model for Analyzing the Behavior of Classroom Teacher-Student Interaction Based on Deep Learning

Mingyue Zhou, Wei Pan, Zelin Zhang
In the context of combining education and artificial intelligence, it is important to identify and analyze interactive behaviors in intelligent classroom behaviors. The main contribution of the article is the design and implementation of an intelligent analysis model of classroom teacher-student interaction...
Proceedings Article

Research on Digital Identity Authentication System based on Spark Blockchain

Kai Yuan, Minghao Gu, Yadong Hu
At present, Internet network only has the ability to transmit data accurately and efficiently end-to-end, which cannot determine the identity of the sender and receiver. Traditional authentication systems, plagued by vulnerabilities and inefficiencies, necessitate a shift towards more secure, decentralized...
Proceedings Article

A Study on the Application of the PBL Teaching Method in English Majors’ Reading Teaching

Yanmei Wei, Jun Wei
The purpose of this paper is to study the feasibility and effectiveness of Problem-Based Learning (PBL) method in English majors’ reading teaching. In this paper, data collection and analysis are carried out by questionnaire, test and combined with teaching experiment to explore how to apply PBL teaching...
Proceedings Article

Research on the Correlation Mechanism Between Hotel Service Scene Experience and Customer Behavior Based on a Structural Equation Model

Ziwen Geng, Wei Le, Benhai Guo, Hongjuan Yin
In the service environment, establishing a good service space is a key link of enhancing competitiveness. This paper used the Stimulus-Organism-Response model as the research framework to construct a structural equation model of service scene perception, brand attachment, comfort feeling and behavior...
Proceedings Article

The Impact of Digital Technologies on Procurement Infrastructure and Functions at Industrial Enterprises

Viktor Dubolazov, Zoya Simakova, Iuliia Iusma
This Paper studies the impact of digital technologies on logistics business processes, organizational structure and functions of procurement management and its connection with other management functions at the industrial enterprises. The current trends are to centralize procurement management and to...
Proceedings Article

Analysis of Influencing Factors of Air Side Industry of Logistics Core Hub Based on AHP Method

——Taking Hubei International Logistics Core Hub as an Example

Shanshan Li
The core hub of international logistics is an important part of the economic cycle, and its development is directly related to the success or failure of the economic double cycle. Taking Hubei International Logistics core hub as the research object, this paper adopts AHP method and entropy weight fuzzy...
Proceedings Article

Comprehensive Evaluation of the Operation Status of Highway Lighting Equipment Suppliers

Hongxian Sun
With the continuous development of the transportation industry, the demand for equipment by highway enterprises is also increasing day by day. Therefore, various highway enterprises will purchase a large amount of highway equipment to meet market requirements, and the selection of suppliers plays a decisive...
Proceedings Article

Research on the Social Network to Bootleg Innovation—Based on the Bootstrap Method

Ping Cao, Siyi Xue
Based on the social cognitive theory, this study analyzes the relationship between social network and bootleg innovation. Using SPSS 22.0 and AMOS 23.0 and the Bootstrap method to analyze the survey data of 234 enterprise employees, the results show that: social network has a positive impact on bootleg...
Proceedings Article

Discussion on the Exploration and Practice of Quality Supervision Mode of Surveying and Mapping Geographic Information in Hunan Province Under the Background of Big Data Information Technology

Mengshi Liu, Zuoqian Cai
In order to improve the quality of surveying and mapping geographic information products, this paper aims to study and explore the working mode and method of surveying and mapping geographic information quality supervision under the background of big data information technology. In this paper, hunan...
Proceedings Article

Efficient Algorithms for the Numerical Solution of the Coupled Sediment and Suspended Matter Transport Problems in Coastal Systems

Valentina Sidoryakina
This work is devoted to the development and numerical study of coupled models of sediment transport and suspended matter, taking into account coastal currents and stress near the bottom caused by wind waves, turbulent spatially 3D movement of the aquatic environment, the complex shape of the coastline,...
Proceedings Article

Quality Characteristics of an LMS UX Psychomotor Model for the Design and Evaluation of Learning Management Systems

Emmanuel O.C. Mkpojiogu, Obianuju E. Okeke-Uzodike, Emelda I. Emmanuel
In this study an investigation was conducted to ascertain the possibility of conceptualizing and developing a native user experience psychomotor model for the design and evaluation of the experiences of learning management systems (LMSs) users. The paper found that no previous model of this kind is in...
Proceedings Article

Objectivity and Subjectivity Classification with BERT for Bahasa Melayu

Wing Kin Chong, Hu Ng, Timothy Tzen Vun Yap, Wooi King Soo, Vik Tor Goh, Dong Theng Cher
This research present the notion of subjectivity and objectivity in Bahasa Melayu language. Word2Vec and BERT word embedding models are created for the purpose of subjectivity classification and sentiment classification. Two types of embeddings are developed (Word2Vec and BERT) with Wikipedia data as...
Proceedings Article

Research on Metadata in the Era of Big Data Based on Bibliometric Analysis by CiteSpace

Shimin Yan
Metadata is an indispensable element for the development of big data. In order to explore the construction of metadata in the context of big data and to provide reference for future metadata research, this paper uses 989 papers under this topic included in the Web of Science core database between 2001...
Proceedings Article

Application of BIM Technology to Project Management Objectives

Meijie Wang
Under the new situation, it is the general trend to carry out practical innovation and theoretical reform of engineering project management. We must break through the traditional thinking and re-establish the new thinking of project management with the three basic objectives of quality control, progress...
Proceedings Article

Exploring the Impact of China’s Labor Force Changes on Economic Growth: A Quantitative Study

Xiaochen Han
Trends in labour force changes can have a powerful impact on macroeconomic growth. The persistently low population growth rate in China has become a matter of immediate concern for policymakers and academics. Based on the data of the communiqué of the seventh population census of China and the National...
Proceedings Article

Research on blockchain based data trading methods and platforms

Zihan Wang, Jiqun Zhang
The emergence of blockchain technology provides a more secure, transparent and efficient way for data transaction. In this paper, based on the analysis of the basic principles and application scenarios of blockchain technology, the design scheme of blockchain-based data transaction method and platform...
Proceedings Article

Methodological Approaches to Accounting Uncertainty When Planning Lgistic Business Processes

Vladimir G. Anisimov, Evgeny G. Anisimov, Tatyana N. Saurenko, Anastasia I. Levina, Elizaveta A. Zotova
The practice of managing logistic business processes in companies has many examples when negative scenarios are realized in the course of events that are unforeseen at the planning stage, and ultimately lead to significant damage. These circumstances define the necessity to develop methods to reduce...
Proceedings Article

Visual Profiling and Automated Classification of Malware Samples using Deep Learning

P. Subhash, Y. Sri Varsha, K. Saketh Reddy, B. Akshaya, S. Kalyani
Information security is facing a significant issue due to the proliferation of malware programs. Malware analysis refers to the process of interpreting malicious software to determine its functionality and intent and assist in detection. Conventional methods, which rely on both static and dynamic analyses...
Proceedings Article

The Impact of Transportation on Common Prosperity

Qipo Wang
The experience of many countries shows that infrastructure construction can promote economic development, and transportation is a key part. However, there are few studies on the relationship and mechanism between transportation and common prosperity. Therefore, this paper uses the fixed effect model...
Proceedings Article

Data-Driven Environment, Society and Governance: Exploring How Green Finance Sparks Sustainability Based on Scientometric Analysis

Wei-Keng Zhou, Yi-Lin Yu, Yu-Mei Peng, Meng-Ting Liu, Ning-Chang Guo, Ye-Cheng Xu, Yi-Wen Tang, Lin-Sheng Huang
The core concept of socialism with Chinese characteristics for a new era is to promote high-quality social development and build a sustainable ecological civilization. In recent years, China and even the rest of the world have begun to focus on the development of green finance, which is also one of the...
Proceedings Article

Drone Dynamic Planning Nature Reserve Policy Based on Path Planning and Fuzzy Comprehensive Evaluation

Hengzhi Liu, Gaoyuan Zhang
As a famous wildlife sanctuary and national park in Africa, Kenya’s Maasai Mara is also suffering from the scourge brought about by the contradiction between human and nature. For the conservation of local wildlife and other natural resources, this paper curb poaching and other violations by assigning...
Proceedings Article

Research on Integrated Training and Hybrid Teaching of Industrial Robot Technology Based on Virtual Simulation

Gaohua Liao, Xingling Peng
In response to the current problems in the comprehensive training and teaching of industrial robot technology, virtual simulation technology is used to integrate the concept of hybrid teaching, explore a new teaching mode that combines virtual and real, and achieve the combination of classroom teaching...
Proceedings Article

Artificial Intelligence 2D Image Deformation Technology for Digital Art

Yiyang Zhang
In today's digital age, art design has long since gotten rid of the limitations of traditional media. Visual programming, as a technology with great potential with rapid development, provides a new creative vision for artistic creation in the digital age, bringing unprecedented changes. The main...
Proceedings Article

The Construction and Application of Experimental Course Resources Based on Pan Ya Platform

Taking Computer Operating System Course as an Example

Yan Chao, Shuying Liu, Tao Zeng
Aiming at the problems existing in the experimental teaching of Computer operating system in our school, such as less class hours, students' low learning enthusiasm and low efficiency of pre-class preview, this paper studies and applies the construction of online course resources. Relying on the...
Proceedings Article

Intelligent Data Processing Technologies for Resource Management in Manufacturing Scheduling

Murat Guzairov, Nafissa Yussupova, Dmitry Rizvanov
The paper deals with the problem of resource management in manufacturing scheduling. The authors consider the problem definition of resource management using ill-formalized constraints of non-numerical nature (“semantic domain constraints”). It is suggested to use intelligent data processing technologies...
Proceedings Article

A Bi-Level Decision Model with the Hybrid Strategy for Vendor-Managed Inventory in Supply Chain Network

Congli Su, Xinqiu Li
In inventory optimization and supply chain coordination, one challenge for vendors and retailers is how to keep the inventory level as low as possible to cut cost. Vendor-managed inventory (VMI), as an efficient coordinated system, has aroused great concern in both research and commercial communities....
Proceedings Article

Human Capital as a Key Factor of Enterprise Efficiency

Vladimir I. Malyuk, Elizaveta A. Zotova, Manfred Esser
Organizational development strategies are implemented with the involvement of significant resources for an enterprise. Taking into account the limitations of all types of resources available to an organization, the task of their rational use is very relevant and is solved continuously. Management decisions...
Proceedings Article

Study on Security Improvement with Transmission of Aggregated Data Through Hamilton Clustering Protocol

M. Bobby, D. Usha
WSN (Wireless Sensor Network) is a network of devices that can perform data transmission from an analyzed field via wireless links. Thus, secure data transfer is needed to ensure correct data transmission from source nodes to the destination node as data passes via numerous intermediate nodes. It is...
Proceedings Article

An API for Secure Sharing of Electronic Health Records in a Public Blockchain

Maria Patricia Javier, Earth Wendell Lopez, Gabriel Luis Marcelo, Katrina Ysabel Solomon
Electronic Health Records (EHRs) contain information such as diagnoses, medications, and allergies of individuals stored in a digital manner. Given the sensitive nature of these information, EHR systems with improper access control may be vulnerable to attacks leading to a breach of confidentiality....
Proceedings Article

The Feasibility Exploration of Cyberspace Security Talent Training Program Under the Background of Digital Transformation

Li Tan, Zikang Liu, Tianli Yuan, Feifei Wang, Dongfang Li
To address the current primary challenges in cybersecurity talent cultivation in China—specifically, the significant gap between the vast demand for cybersecurity professionals and the inadequate training capacity of universities, as well as the discrepancy between the low quality of cybersecurity talent...
Proceedings Article

Research on Operation Training of Large Vehicle Based on Augmented Reality Technology

Ming Wu, Gang An, Wenxuan Sun, Wei Li, Luoguo Wang
With the continuous development of new technologies such as virtual reality, augmented reality and mixed reality, its application in the field of large vehicle operation training is becoming more and more extensive. Based on the practice of smoking vehicle operation and training, this paper designs an...
Proceedings Article

Bibliometric Analysis of Algorithmic Power in China Based on CiteSpace

Wendan Lv
Recently, more and more attention has been paid to the research of algorithmic power. This study used CiteSpace software to visualize and analyze 1084 literatures. The results show that: (1) Research on algorithmic power first appeared in the early 21st century, showing long-term stability and short-term...
Proceedings Article

Study on the influence mechanism of digital transformation and absorptive capacity on textile enterprise performance

Jing Liu, Yinjie Liu
Since the “14th Five-Year Plan”, the development of China’s textile industry has achieved good results, but there are also problems such as the degree of digital transformation is low, and there are few available digital resources. Therefore, this paper adopts text analysis method to construct enterprise...
Proceedings Article

Covering an Arbitrary Shaped Domain by Identical Circles

Alexandr Pankratov, Tatyana Romanova, Oleksiy Antoshkin, Yuliia Pankratova, Sergiy Shekhovtsov, Vadim Kartak
The problem of covering a bounded disconnected arbitrary shaped area (domain) by identical circles is considered. To describe analytically the coverage conditions we use special continuous and everywhere defined functions for modelling relations between circles and the border of the area. A new function...
Proceedings Article

Big Data Based Transfer Learning for Sentiment Classification with Multiple Source Domains

Qing Li, Gang Wang, Guowu Yang
Sentiment classification, served as a curial technology in natural language processing and computational linguistics, has drawn a lot of attentions from researchers. However, due to the high cost of manual labeling in the era of big data, conventional methods of sentiment classification are unqualified...
Proceedings Article

Research on Tweet Sentiment Analysis Based on VADER in the Field of Cryptocurrency

Ji Miao
This research aims to develop a tool to assess the impact of social media on the market by collecting and analyzing cryptocurrency-related tweets on Twitter. Python and relevant libraries are utilized for scraping tweets and cryptocurrency trading data, followed by data preprocessing. The VADER model...
Proceedings Article

Research on the Construction of Theory and Practice Integrated Course Materials from the Perspective of Artificial Intelligence

Xurong Liang, Le Qi, Bingmin Shang
This paper conducts a study on the transformation of vocational education course materials. The framework of course materials is built with the support missions as its motivation. Long short-term memory network is used to establish the correlation between practical tasks and equipment theory, so as to...
Proceedings Article

Predictive Modelling of Student Performance in MMU Based on Machine Learning Approach

Jun Yang Chan, Hu Ng, Timothy Tzen Vun Yap, Vik Tor Goh
This research work is to identify and forecast student performance in Multimedia University (MMU) based on machine learning approach. Surveys had been carried out to collect students’ cumulative grade point average, background, history grades, opinion towards MMU environment, and lifestyle. In this study,...
Proceedings Article

A new approach for efficient clustering using fuzzy prototypes with varying neighborhoods

K. Mrudula, T. Hitendra Sarma
It is highly desirable to perform the clustering for large datasets more efficiently by finding the approximate clustering results in a reduced time. PFCM, PKFCM-F, and PKFCM-K are recent attempts to improve the efficiency of the traditional FCM, KFCM-F, and KFCM-K algorithms using fuzzy prototypes....
Proceedings Article

Big Data Analysis of Chinese Postgraduate Scholarship Evaluation Policy Based on SPSS Software Statistics

Weina Zhang, Fang Sun, Boyue Su
Based on the CIPP model, this paper constructs an analysis model of Chinese postgraduate scholarship evaluation policy from four dimensions of Context evaluation, Input evaluation, Process evaluation and Produce evaluation. In policy background, we use questionnaires and SPSS to survey three representative...
Proceedings Article

Application of Artificial Intelligence Technology in English Translation Skills Training

Zhiping Li
In the era of big data, artificial intelligence has been widely used in higher education, providing technical support for college teaching. In modern education, teachers are no longer just providers of knowledge, but become mentors and promoters of learning. Students need to process, analyze and use...
Proceedings Article

A Deep Learning Approach to Detect COVID-19

C Shrada, Balakrishna Gudla, K Chaithra, T S Hassini
Covid-19 is a viral disease that has been spreading rapidly infects both human beings and animals. The lifestyle of people, their physical and mental well-being and the economic condition of a country are distressingly disturbed due to the viral disease. Recently, vaccines have been prepared for COVID-...
Proceedings Article

Carbon emission reduction strategy of road freight firm under carbon cap and trade

Fuyou Huang, Chao Ma
In order to implement the carbon emission reduction strategy of road freight transportation, this paper considers the scheme of using electric vehicles to replace fuel vehicles under the carbon cap and trade mechanism. We establish three types of models, including fuel vehicles, electric vehicles without...
Proceedings Article

Innovation and Tax Burden of Manufacturing SMEs

Statistical Analysis of the Data Based on the Annual Reports of Companies Listed on the New OTC Market

Xiaoya Kong, Yan Zhao, Jing Yang
The innovation ability of small and medium-sized manufacturing enterprises is of great significance to the development of the real economy with the rapid development of the digital economy. This paper analyzes the data of the 2020 annual report of manufacturing enterprises listed on the New OTC Market,...
Proceedings Article

Digital transmission of cultural heritage. Digital Representation and Reproduction of Pat Chest Dance in Southern Fujian

Jun Zhu, Hua Shao
Faced with the challenges of the digital age, the digital transmission of cultural heritage has become an important issue. This paper takes Pat Chest Dance in Southern Fujian, a Chinese intangible cultural heritage, The objective is to investigate its digital transmission and reproduction, aiming to...
Proceedings Article

Research on the Impact of Financial Resource Mismatch on the Technological Innovation of Manufacturing Enterprises Based on Model Construction

Xiaonan Fan, Chutong Yu, Xiaona Bao
"Made in China 2025" puts forward the policy of "three steps" to complete the overall positioning of the road to manufacturing power, and enhancing the technological innovation ability of enterprises is the key to achieve this strategic goal. This paper selects the data of Chinese...
Proceedings Article

Education in the digital economy: students’ view

Larisa Bakeeva, Elena Pastukhova, Yulia Romanova
The implementation of the government program «Digital Economy of the Russian Federation» requires the transformation and change of many areas of society, including education, starting from school. The development of science and technology led to the accumulation of huge amounts of information in various...
Proceedings Article

Dynamic Fuzzy Cognitive Models as a Means of Visual Analytics and Cognitive Graphics

Aleksei Massel, Daria A. Gaskova
The article discusses the concepts of visual analytics and cognitive graphics. The employment of cognitive models means and especially dynamic cognitive models is justified as a means of visualizing computational experiments in studies of the development directions of the energy sector from the standpoint...
Proceedings Article

Combination of Strategies for Bridging the Digital Divide among the Elderly based on Willingness and Ability Classification

Haitao Wen, Yuzhu Ling, Ling Zheng, Zhuangpin Lu, Wenfen Wu, Haoyu Zhang
The issue of digital divide among older adults has emerged as a significant global concern. However, scant attention has been directed towards the digital differentiations present among older adults. Based on the grounded theory, this scholarly inquiry undertook offline semi-structured interviews involving...
Proceedings Article

The Relationship Between Feelings of over Qualification and Innovation Behavior of Post-90s Employees: The Mediating Role of Willingness to Innovate and The Moderating Role of Sense of Organizational Support

Chong In Lio
The strong development of network technology brings new development opportunities and threats to enterprises, so the innovative development of enterprises is an inevitable road, the innovation of employees is the core competitiveness of enterprises, and the post-90s employees are gradually becoming the...
Proceedings Article

Analysis of Factors Related to Academic Delays Affecting Master's Students ——an Empirical Study Based on SPSS Statistical Analysis

Ximei Yang, Yan Ma, Lan Hong, Renju Tang
In order to explore the mechanism of self-efficacy of master's students on academic delays tendency under the influence of stress perception, a questionnaire survey was conducted on 281 master's students using the Master's Academic Delays Tendency Scale, Self-Efficacy Scale, and Stress...
Proceedings Article

Empirical Research on Mixed Teaching Effect Based on Multipled Linear Regression Analysis in the Informatization Age

Taking “The Application of Excel in Finance” as an Example

Zhou Li, Di Fan
With the support of information technology, teaching means and methods are more diverse, and “Online + offline” hybrid courses based on various platforms have also emerged. What is the effect of hybrid teaching? How to make rational use of the platform, create a hybrid teaching design with the deep integration...
Proceedings Article

Research on Policy Burden and Social Responsibility of Private Enterprises Based on Fixed Effect Model

Lan Luo, Ying Cao, Xiaotong Cui, Zexian Liu, Jiayi Lin, Ziyuan Cai
In order to further explore the role of state-owned capital in private enterprises, based on the background of mixed ownership reform, this paper studies the private enterprises listed in 2010-A-shares in 2019, tests the influence of private enterprises on their policy burden and social responsibility,...
Proceedings Article

Empirical Research on Talent Training Mode Based on DEA Data Model

Jiaping Zhu
Since improving the quality of education is an important task for the development of the vocational education service industry, the talent training mode has become a research hotspot nowadays. Previous research on the evaluation of training modes is carried out from the perspective of educational macro-management....
Proceedings Article

Development of the University’s Business Model with the Use of a Digital Learning Platform

Oksana Yu. Iliashenko, Zilia U. Bikkulova, Alissa Dubgorn
The objective of the current research was devel-opment of the university business model using a digital learning platform. In the framework of the current research, following methods have been used: analysis and modeling. Text sources were analyzed in order to make an overview of studies in the field....
Proceedings Article

A Study of Communication Protocols for Internet of Things (IoT) Devices: Review

M Jamuna, A.M Vijaya Prakash
Wired and Wireless communication technology for IoT devices play an important role in various applications like transportation, healthcare systems, logistics, personal, social gaming robot, smart environment and city information. The design of low power architecture and development of the protocols is...
Proceedings Article

Reform and Practice of Modern Etiquette Teaching Based on First-Class Curriculum Construction

Quantitative Comparison Analysis Based on Student Evaluations

Zhenzhu Cao, Liu Hu
Modern etiquette is an application-oriented course that combines theory and practice closely. It is a required course of economic, management and accounting majors. It has the characteristics of strong systematicness and wide range of knowledge, and it has higher standards and requirements for practical...
Proceedings Article

Research on Software Test Coverage Analysis Methods Under DO-178C

Shuang Chen
Based on the DO-178C's software test coverage analysis objective requirements, combined with the actual situation of software engineering, three types of test coverage analysis methods are sorted out and studied. The method is applicable to civil aircraft airborne software testing activities, and...
Proceedings Article

Technology of the Intelligent System Application for Cyber Threat Analysis at Energy Facilities

Daria A. Gaskova, Aleksei Massel
The article discusses the methods of system analysis for research of cyber threats to energy facilities. This study proposes application of semantic methods to analyse the impact of cyber threats to energy facilities from the point of view of energy security. Such methods are used under conditions of...
Proceedings Article

Design and Development of Multimedia Educational Resource Sharing Platform Based on Cloud Technology

Jinyuan Zhao
Using Web technology to build a multimedia education resource sharing system, and upload it to the SAE cloud platform, users can log in directly through the network client. The design and development of the multimedia educational resource sharing platform combines cloud technology, trying to integrate...
Proceedings Article

Enhancing Knee Osteoarthritis severity level classification using diffusion augmented images

Paleti Nikhil Chowdary, Gorantla V. N. S. L. Vishnu Vardhan, Menta Sai Akshay, Menta Sai Aashish, Vadlapudi Sai Aravind, Garapati Venkata Krishna Rayalu, P. Aswathy
This research paper explores the classification of knee osteoarthritis (OA) severity levels using advanced computer vision models and augmentation techniques. The study investigates the effectiveness of data preprocessing, including Contrast-Limited Adaptive Histogram Equalization (CLAHE), and data augmentation...
Proceedings Article

Research on sustainable urban distribution path optimization based on the nearest neighbor algorithm

Haoran Ma, Ruoyu Hao
Shortest distribution route, plays a crucial role in energy consumption reduction and carbon emission control for reducing carbon emission, is seen effective in aiding to achieve sustainable development in the urban environment. This paper proposes an optimization algorithm with correlation coefficients...
Proceedings Article

Research on Anonymous Scientific Research Project Evaluation Information System

Xianguo Wang, Zhongli He, Juan Ding, Chunxi Guan, He Huang, Bowei Pang, Guangfa Tang
In order to ensure the information security in the evaluation process of scientific research projects, eliminate bias and violations in the evaluation process, and promote the fairness, justice and information security protection of scientific research academic evaluation. This paper focuses on the framework...
Proceedings Article

Design and Implementation of Interactive Smart Classroom System for Preschool Education Major

Dongen Zhou
In the introduction, this paper first expounds the characteristics and requirements of preschool education major, then analyzes the present teaching situation of preschool education major, and puts forward a feasible optimization scheme according to the present situation. Then it gives a brief overview...
Proceedings Article

Teaching Reform Design of Applied Advanced Undergraduate Course Based on Fogg Model

Cheng Yang, Xin Dai
Aiming at the analysis of the teaching status of the core professional courses in applied undergraduate, taking the advanced course "Distributed System Application Practice" as an example, a Fogg model-based teaching design scheme for application-oriented undergraduate software engineering...
Proceedings Article

Augmenting ESM-based Mental Health Assessment using Affective Ising Model

Gina Rose N. Tongco-Rosario, Jaymar Soriano
This study presents a novel approach to augment the accuracy and granularity of mental health assessment using a combination of Experience Sampling Methodology (ESM) and the Affective Ising Model. Traditional methods often lack the ability to capture the dynamic and nuanced nature of an individual's...
Proceedings Article

Utility or pleasure? A perspective on the human-computer interactive function of wearables in the Metaverse

Xi Chen
This study explores consumer preferences in the Metaverse, focusing on wearables at the crossroads of human-computer interaction and consumer behavior. It investigates the balance between utilitarian and hedonistic preferences, influenced by rational and irrational factors such as psychological, emotional,...
Proceedings Article

Technology of Application of Software Tools for Energy Technology Forecasting

Alex Kopaygorodsky
In this paper an approach to the collection and analysis of information for the task of scientific and technological forecasting is considered. The approach is based on the use of ontologies, Tech Mining and Data Analysis methods. The developed approach is supported by the distributed intellectual information...
Proceedings Article

Prediction and Analysis of the Social Network Structure of Financial Institutions Based on the Dissemination of Public Opinion

Lingyi Li, Yuejiang Peng
Along with the rapid development of the Internet in China, the Internet has become an important and indispensable component of our modern life. At the same time, with the rapid and vigorous economic and social development after the reform and opening up, we have to admit that it has also brought some...
Proceedings Article

Creating value for Small and Medium Enterprises with the logistic applications of blockchain

Klara Paardenkooper
Blockchain is a new technical innovation based on distributed ledger technology, which, according to the literature, promises to improve supply chains by facilitating trusted transactions. Due to its immutability it can help eliminate third parties, which traditionally intermediate between the parties...
Proceedings Article

Design of a Fuzzy Inference Based Ultrasound Image Analysis System for Differential Diagnosis of Thyroid Nodules

D Poornima, Karegowda Asha Gowda, K.R Pushpalatha
This paper presents a Fuzzy Inference based Ultrasound Image Analysis System for differential diagnosis of Thyroid Nodules (TNs). Thyroid Ultrasound (TUS) images containing TNs are preprocessed to remove speckle noise and are enhanced using histogram equalization method. Nodule boundaries are identified...
Proceedings Article

Recognition of Abnormal Driving Behavior of Highway Vehicles Based on Data Characteristics

Jiahao Feng, Jinsong Ye, Lei Zhou
Using the data characteristics of traffic big data to intelligently identify abnormal driving vehicles, it is of great significance to fight against toll evasion and improve operation management & efficiency of highway. To improve the efficiency of joint inspection of existing highway vehicle toll...
Proceedings Article

A Review of Artificial Intelligence Risks in Social Science Research

Yan Du, Chihping Yuan
This paper uses CiteSpace to analyze the knowledge map of Artificial Intelligence (AI) risks in social science research. Scholars mainly analyze the technical, ethical, social and existential risks brought about by AI technology from the perspective of computer science, economics, medicine and philosophy....
Proceedings Article

Online course design and its effectiveness in the post-covid-19 era in higher education: Empirical evidence from China

Qiwei Zhou, Ye Sun, Yunfeng Zhang
The post-covid-19 era has instigated new opportunities and challenges to the construction of online courses and digital learning. Under such context, this paper takes the course “Crisis Management” (CM) as an example and attempts to innovate the online teaching content, mainly including: deeply combining...
Proceedings Article

Analysis of English Education Multimedia System Based on Artificial Intelligence

Shinan Zhao
In order to solve the problem of English teaching among different schools in the same school, a cognitive model based on English teaching management is proposed. On the basis of completing the design of English teaching storing module and system server, the hardware design of the system has been completed;...
Proceedings Article

Marketing Dilemma and Countermeasures of Leisure Food Under Mobile Internet -- A Case Study of Three Squirrels in E-Commerce Enterprises

Zengpeng Liu, Jiale Du, Junhong He
Driven by digitalization and consumption upgrades, consumers who are keen on mobile shopping continue to increase their demand for leisure food, which are becoming more personalized and diversified. The study selects three squirrels in e-commerce enterprises as the case study objects, comprehensively...
Proceedings Article

The Empirical Evaluation of Integrating Cross-Cultural Communicative Competence into College English Based on Information Technology

Xiaoshu Xu
The cultivation of cross-cultural communication competence is an essential part of university education, especially in the College English class. Along with the development of information technology, the establishment of network-based learning can help cultivate foreign language learners’ cultural understanding...
Proceedings Article

Ensemble Machine Learning to Predict and Feature Engineering to Identify Factors for Academic-Success

Syed Affan Daimi, Asma Iqbal
This paper presents academic-success, a machine learning predictor system designed to forecast student dropout rates or academic success and offer tailored interventions and support. The work encompasses the design of a predictive model and the provision of resources to integrate the model into existing...
Proceedings Article

Improving the Effect of Education and Teaching with VR Technology

Hengwei Zhang, Xiaohu Liu, Yuchen Zhang
Virtual reality (VR) technology utilizes computers to generate all kinds of realistic scenes, immersing users in virtualized and simulacra experiences. Advance in technology requires an equivalent breakthrough in practical education and teaching. Current practice education faces many kinds of problems...
Proceedings Article

Skin Cancer Detection Based on Hybrid Model by Means of Inception V3 and ResNet 50

Yuyu Zeng, Xingsheng Zhu
Due to the rapid growth of skin cancer patients, being diagnosed and treated at an early stage has become more and more necessary. However, only mature, and experienced doctors are capable for the precise detection of skin cancer by carrying out some expensive examination. To solve this issue, several...
Proceedings Article

Typal Intelligent DSS for Making Strategic Decisions in the Energy Sector and Examples of Application Based on Agent-Service Approach

Liudmila Massel, Vladimir R. Kuzmin
This article briefly considers concept of situational management, proposed by D.A. Pospelov and common scheme for solving the situational management problem is provided. As a result of the mapping of the common scheme for solving the situational management problem on the tools of semantic modeling and...
Proceedings Article

Research Status, Hotspots and Trends of Cross-border E-Commerce Talent Training in China - A Visual Analysis of Knowledge Graph Based on CiteSpace

Xuezi Chen
With the rapid development of cross-border e-commerce under the influence of economic globalization and "One Belt, One Road", China is paying more and more attention to the training of cross-border e-commerce talents. 2020 epidemic swept the world, has the domestic view on the training of cross-border...
Proceedings Article

The Effect of Blended Project-based Learning on Student’s Positive Psychological Capital

Xiaoxia Li
This study presents an innovative teaching approach that combines blended learning and project-based learning to enhance the implementation of “Happy Group Class” for undergraduate students. Our aim is to utilize this blended project-based learning approach to facilitate positive capital among students....
Proceedings Article

Research and Application of Facial Recognition Technology Based on AI Recognition System and Information Privacy Protection

Yuting Xing
Currently, cross modal model algorithms are commonly used in facial recognition, which are susceptible to the influence of the confidence level of facial key points, resulting in low recognition accuracy. Therefore, the research and application of facial recognition technology based on AI recognition...
Proceedings Article

Research and Application of Power Grid Data Blood Relationship Analysis

Ming Liu, Shijin Liu, Lihua Sun, Hongyu Ding, Chuanrong Lu, Yang Zhang, Tiancheng Qian
State Grid Corporation of China implements the digital transformation strategy, integrates the resources of various data islands in various power fields under the traditional model, and quickly forms the capabilities of data governance and data services. The implementation process will encounter problems...
Proceedings Article

Use of Internet of things to assess KPI in the transport logistics service

V.A. Dubolazov, A.A. Shchelkonogov, E.R. Temirgaliev
Analysis of research in the field of Key Performance Indicators for assessing logistics showed the importance of accounting and quality control of logistics services. As part of the global digitization of business processes, including controlling, the development of digital logistics becomes more popular....
Proceedings Article

Research on Price Mechanism of Gas-Fired Power Generation in China

Jing Bai, Rui Zhao, Jianjie Xue, Ling Wang, Peiwen Wang
As an important support for optimizing the energy structure, gas-fired power generation units play an important role in achieving the “carbon neutralization and carbon peak” goal and building a new power system. In view of the survival status of gas-fired power generation units, this paper analyzes the...
Proceedings Article

Model Decomposition of Robustness Diagram with Loop and Time Controls to Sequence Diagrams Using Activity Groups

Kliezl Eclipse, Jasmine Malinao
The Robustness Diagram with Loop and Time Controls is a workflow model for representing systems that can capture all three aspects of a workflow—resource, process, and case. It can be mapped to Class Diagrams – to extract the resource dimension of the system it represents, to Petri Nets – to extract...
Proceedings Article

Face Mask Detection Using Deep Learning

Sufia Jasmin Binti Saiful Azian, Hu Ng, Timothy Tzen Vun Yap, Hau Lee Tong, Vik Tor Goh, Dong Theng Cher
It is vital to remain vigilant during pandemic COVID-19. Wearing a face mask is one of the crucial steps that people must take to ensure that they are a step away from spreading and infecting the virus. However, controlling and monitoring people in a densely crowded place is tough. Hence, a face mask...
Proceedings Article

Investment Income Analysis of Automobile Enterprises Entering the Commercial Vehicles Field of Hydrogen Fuel Cell

Shuai Yuan
Hydrogen energy is known as the ultimate solution of energy and has broad application prospects; Hydrogen fuel cell vehicle is favoured because of its short charging time, clean and environmental protection, high energy conversion rate and rich sources; However, at present, its development is hindered...
Proceedings Article

Research on the Intelligentization of Education Management Based on ChatGPT Model

Na Qin
In order to innovate teachers’ teaching process, this paper puts forward the research of intelligent education management based on ChatGPT model. Based on the current situation of education management in senior high schools and the application of Internet technology in education, this paper studies the...
Proceedings Article

Speech to Indian Sign Language Translator

Alisha Kulkarni, Archith Vinod Kariyal, V Dhanush, Paras Nath Singh
A Sign Language is a non-verbal communication system in which people communicates by visually transferring sign patterns to express their meaning. A large section of the hearing and speech impaired in India uses Indian Sign Language (ISL) as their mode of communication. Recognition of sign language was...
Proceedings Article

Approaches and Strategies for Digital Construction of Archive Resources Based on Cloud Storage

Qi Yang, Jinghuan Zhu, Shilong Wang
In order to solve the technical problem of incomplete information extraction and lack of effective compensation in the digital transformation process of existing archives, which leads to poor digital management of archives, the preset area is scanned to obtain the first OCR scanned file. Perform template...
Proceedings Article

Knowledge Management Technology Using Ontologies, Cognitive Models and Production Expert Systems

Liudmila Massel, Aleksei Massel, Dmitrii Pesterev
The article proposes a knowledge management technology based on the joint use of ontologies, cognitive models and production expert systems. Мethods and tools of semantic modeling (primarily ontological and cognitive), developed in the team of authors, were applied within the framework of a two-level...
Proceedings Article

The Research on the Implementation Path of Innovative Talents in Computer Majors Based on the Integration of Specialization and Innovation

Congcong Li, Yuting Zhang, Yanan Li, Wei Yao
Entrepreneurship education in universities can only be truly effective when it is based on professional education and fully integrated into the development of professional education. By implementing integrated education that combines professionalism and entrepreneurship throughout the entire process...