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2115 articles
Proceedings Article

Application Architecture of Accounting Information and Auditing System Based on Blockchain Technology and a Private Data Sharing Technology

Beijia Zhong, Minjia Du, Sirui Huang, Jiawei Qian
Under the background of informatization and intelligence of financial management, the accounting information and auditing system based on blockchain technology has improved the quality of financial information. It is possible to explore the use of the blockchain technology as a basis to solve the information...
Proceedings Article

Comparative Analysis of Machine Learning Algorithms for Cervical Cancer Prediction

Ireddi Rakshitha, Thokala Vasisri, Mayaluri Anusha, M. Sucharitha
Cervical cancer constitutes a significant public health concern and early diagnosis plays an important role in the patient’s recovery. In this study, we investigated the utilization of various algorithms in machine learning to predict cancer with best accuracy. The objective of the paper is to identify...
Proceedings Article

Pandemic-Related Media Coverage in Overseas Chinese Media Based on Big Data Analysis: A Case Study of “oushi 1983”

Nan Dai, Yujie Guo, Miao Wang
Under the background of the big data era, analysis and processing technology based on big data has given birth to new methods of humanities research. Taking the reporting practice of overseas Chinese media during the COVID-19 pandemic as the research object and the new media platform “oushi 1983” of...
Proceedings Article

A Meta-learning Approach to Recommend the Meta-heuristic Algorithm Based on Instance Features

Jianshuang Cui, Fan Yang
This paper studies a framework for implementing meta-heuristic algorithm selection based on meta-learning approach, which is used to recommend the most suitable meta-heuristic algorithm for different problem instances instantly. Therefore, a small sample of instances for capacitated vehicle routing problem...
Proceedings Article

Contemporary condition and development prospects of international logistics in the post-sanction period

Valentina Vladimirovna Negreeva, Milana Beslanovna Soultygova, Olga Evgenievna Medvedeva, Alexandra Viktorovna Filimonova
International logistics in Russia underwent enormous changes in 2014, after the introduction of economic sanctions. In connection with the current situation on the international market, Russian logistics has faced a large number of problems that need to be addressed for its further development. One of...
Proceedings Article

Modeling and analysis of the social network of Dream of Red Mansions based on natural language processing

Yueming Liu, Chiawei Chu, Jiaheng Yang, Haokai Deng, Yifeng Hua
With the development of machine learning technology gradually deepening, the research and application of relationship mapping has also made great progress. Therefore, the analysis of character relationship mapping using social network model breaks the limitation of the traditional storage medium of character...
Proceedings Article

Increasing Security of Telemedicine Service

Marat Bogdanov, Dajan Nasyrov, Aleksander Dumchikov, Artur Samigullin
The paper is about the improving the safety of telemedicine services that carry out the diagnosis of cardiovascular diseases on ECG. There are 2 deep learning methods (Multilayer Perceptron and Recurrent Neural Network), 14 machine learning methods (Naive Bayes classifier for multivariate Bernoulli models,...
Proceedings Article

Constructing a Student Mental Health Education Platform Based on Virtual Reality Technology - Value and Practical Pathways

Dan Liu
The construction of a student psychological education platform based on virtual reality technology aims to provide a psychological intervention tool that is more adaptable to students’ cognitive and social lifestyles in the information society. The research is based on a prototype development process...
Proceedings Article

China’s Ganyue Canal Construction: Forecast and Analysis of Its Transport Demand Based on Large Data

Xiaojie Liang, Siyuan Wang, Ling Sui, Qilong Huang
The Ganyue Canal directly connects the water systems of the Yangtze River and the Pearl River. This important link immediately benefits the economy and industrial development of the Jiangxi and Guangdong provinces and has a direct and significant impact on the waterway cargo transportation. This paper...
Proceedings Article

Research on New Investment Demand Forecast of Power Grid Company After Investment Interface Extension

Keyao Lin, Juhua Hong, Linyao Zhang, Zhenda Hu, Lin Liu, Xiaofeng Li, Yangzi Chen
By extending the investment interface, power grid companies increase investment in business expansion projects, which not only effectively improves market share and customer satisfaction, but also supports economic and social development. However, after the extension of the investment interface, the...
Proceedings Article

Research on the Openness of Regions Along the Belt and Road Based on Machine Learning

Taking Liaoning province as an example

Nan Wang, Feng Li
The “Belt and Road” project has not only brought Liaoning province a major opportunity and challenge to revitalize its old industrial base but also a brand-new pilot free trade zone. In order to measure the degree of openness of cities in Liaoning province since the establishment of the pilot free trade...
Proceedings Article

Research on the Evaluation Model of Mobile Application

Fengyang Liu, Honglei Xu, Zhaoxi Wang
With the development of mobile Internet and the peak of user growth, mobile application development has shifted from brutal expansion to refined operation. In order to better adapt to mobile application development and user needs, this paper constructs a comprehensive product development evaluation system...
Proceedings Article

Generation and Optimization of Ideological and Political Teaching Learning Route Based on Evolutionary Algorithm

Yangguanqi Guo, Jialu Peng, Wenjin Zhu
Ideological and political education is an important knowledge point in China's higher education, which covers the whole process of higher education teaching, and is an important institutional carrier for universities to cultivate socialist successors. At present, great achievements have been made...
Proceedings Article

Research on the Development Status of Hot Spring Tourism Resorts in Northern Guangdong Mountainous Areas from the Perspective of Data Footprint

Xinlei Wu
In the era of experience economy, tourists attach importance to experience satisfaction, and will truly feed back and share tourism consumption feelings and evaluations through online tourism platforms. The hot spring industry in Guangdong has developed early and has a large scale, accounting for a large...
Proceedings Article

Energy Improvement District: case from Polytechnic University

Yury Nurulin, Inga Skvortsova, Elena Vinogradova
The study addresses to harness the full energy savings potential of existing city's structures, to elaborate holistic strategies that integrate sector-based approaches, and to engage energy consumers in strategic energy planning for energy improvement district (EID). The article presents results of a...
Proceedings Article

Providing Functional Safety of Hardware-Software Complexes as Mandatory Condition of Forming Digital Eco-Environment at Innovative Project Implementation

Vladimir Gvozdev, Alexander Levkov, Darya Blinova, Nicholas Rovneyko, Aliya Davlieva
A key part digital eco-environment plays at the implementation of innovative projects brings about qualitative changes of requirements towards the functional safety of hardware-software complexes. The paper dwells upon the issues of increasing the functional safety of hardware-software complexes by means...
Proceedings Article

Folk cultural tourism sustainable development strategy based on ROST CM6 text analysis —— An Empirical Case of Xijiang Qianhu Miao Village

Yanhong Liu, Jieyu Liang, Yu Cao, Jun Yuan, Xiang Li
Under the background of economic and cultural integration, combining folk culture with the tourism industry for brand management will promote the sustainable development of the local tourism industry. Through obtaining 2011 online comments from Ctrip and hornet's nest, selecting top 60 high frequency...
Proceedings Article

Research on the Influence Mechanism of Users' Continuous Use Intention of Augmented Reality Branded Application

Shenglan Yang, Yumeng Zhao, Cong Wang
In recent years, with the development of augmented reality technology, the branded app has further derived with augmented reality function focusing on consumer experience, which has been widely preferred by consumers. At the same time, it has also become a new way for brand enterprises to communicate...
Proceedings Article

Customer Churns Prediction Model Based on Machine Learning Techniques: A Systematic Review

Venkata Pullareddy Malikireddy, Madhavi Kasa
The customer churn prediction model is required by many companies to predict the risk of customer churn and take necessary actions to prevent churn. Recently, machine-learning techniques are highly applied in customer churn prediction. In this paper, machine learning-based models are applied to the customer...
Proceedings Article

Research on Tourism Image Perception of Naozhou Island in Zhanjiang Based on Network Text Analysis

Jinfeng Zhong, Shipeng Li
At present, China still has many islands with rich tourism resources but lagging in tourism development, and most of them do not have a particular tourism image. Studying tourists’ perception of island tourism is of great significance for constructing a differentiated tourism image. With the development...
Proceedings Article

Research on Traffic Organisation Design Strategies for Commercial Buildings Based on Depthmap and MassMotion

Langjie Xiao, Daina Zhang, Wei Cheng
In order to quickly predict people distribution and traffic behavior in commercial buildings and further provide the quantitative basis for traffic organization design, this paper presents the analysis of Pedestrian Clustering and Pedestrian Density under selected circulation spaces of a shopping mall...
Proceedings Article

Deep Learning - Based Forecasting of Task Failures in Cloud Data Centers

P. Bharath Kumar Chowdary, Ameti Sadhana, Chintamaneni Mahalakshmi, Kamala Priya Vege, Kalakata Yagna Reddy, Srija Tulasi
A cloud data center empowers organizations to improve their performance, scalability and security by providing tools to store data and the infrastructure required to run applications. Its main objective is to provide high service reliability and service availability. But the lack of proper hardware and...
Proceedings Article

PlaySafe: A Digital Rights Management System for Media Content Consumption

Calvin Yee Keen Lau, Fang-Fang Chua
Digital right management (DRM) is widely used by online streaming service provider that allows them to manage and control the access rights of their copyrighted content. The existing DRM technology requires the developer to gain approval from the DRM provider company in order to access to their proprietary...
Proceedings Article

Analysis and Research on Gamification Teaching Strategy Used in C Language Programming Course

Yuan Cui, Li Tao, Dujiya Bao, Ri Hai
C programming language is an important bridge to realize software and hardware development and other engineering applications. In order to enhance students’ interest in professional learning and cultivate their practical ability and innovation consciousness, we integrate the gamification teaching strategy...
Proceedings Article

The Impact of FDI on Technological Innovation

Empirical Analysis Based on Panel Data of 31 Provinces in China from 2010 to 2019

Linying Li
In the context of globalization, China is one of the countries that attracts the most foreign investment. Based on the panel data of 31 domestic provinces in China from 2010 to 2019, this paper uses a random fixed-effects model to analyze the impact of FDI on the country’s innovation capacity and proves...
Proceedings Article

Intelligent Decision Support in Complex Socio-Economic Systems

Nafisa Yusupova, Aygul Agadullina, Tatyana Naumova, Ekaterina Sazonova, Olga Smetanina
This article considers problems of organizing decision-making support for improving psychophysical readiness of persons for professional activity. Current state of the art, data properties used for the analysis and their features are presented. Classification signs of labor activity, classification of...
Proceedings Article

Research on the effect of financial subsidies on firm performance: Based on the mediating effect of R&D investment

Jing Liu, Zhiling Le
In recent years, small and medium-sized enterprises have made important contributions to promoting economic development. As a favorable measure for the government to encourage innovation, financial subsidies are of great significance to ease the financing difficulties of enterprises. The data of manufacturing...
Proceedings Article

The Integration of Modern Technology and Elementary School Teaching Management in the Context of “Double Reduction”

Ketao Huang, Jun Wang, Hejin Wang
With the promotion of double reduction policy, elementary school teaching management is facing new challenges and opportunities. This paper discusses the thinking of elementary school teaching management under the background of double reduction with the support of modern technology. Firstly, the background...
Proceedings Article

Spatialisation of GDP based on NPP-VIIRS night lighting and urban utilization

Censhan Gao, Junhan Li, Tengyue Wu, Runjie Wang, Jie Wang, Haolin Chen, Yutong Jiang
Spatialisation of Gross Domestic Product combines GDP data with geospatial information can be used to visualize economic differences between regions. It allows for objective evaluation of economic disparities and can aid in identifying areas for targeted development. Besides, a city's economic level...
Proceedings Article

Combining SATI and SPSS analysis to study the status of the cultivation of critical thinking in English teaching in China

Fang Yue, Hamidah Mohd Ismail, Huichun Ning, Wenxuan Ren, Jingjing Shi
With the liberalization of information release and the accelerated speed of dissemination, information overload and its inauthenticity have become a problem that plagues people’s effective use of information. Critical thinking can support the development of information literacy. By using critical thinking,...
Proceedings Article

Data Collaboration Model for Nuclear Power Business

Hui Zhang, Siqi Jin, Wei Dong, Menghao Han, Zhenyan Ji
To unify different departments, business systems and terminal protocols in nuclear power business, data collaboration technology and distributed data storage are introduced to realize intelligent collaboration between cloud servers and edge nodes with the help of edge-cloud collaboration, which can break...
Proceedings Article

The Spread of TikTok’s Influence Worldwide from the View of the SIRO Model

Yijia Wang
TikTok is the most downloaded short video platform in the world which brings a significant negative impact on adolescents. Furthermore, there is a substantial similarity between the spread of TikTok’s influence and the spread of the epidemic. Based on this fact, we can model the spread of the TikTok’s...
Proceedings Article

A study on the continuous usage intention of an online education system for students of art colleges

A case study of Beijing Institute of Fashion Technology based on the model of continuous use expectation of information systems

Yang Xi, Mingxin Tian
The purpose of this study was to investigate factors influencing students’ satisfaction and continued intention to use online learning systems in art schools based on the PST theory. We developed and tested a model extending the ECM-IT model using structural equation modeling. The results showed that...
Proceedings Article

Sheet metal material resources management in internal supply chains of engineering enterprise

Artyom Smirnov, Vladimir Kobzev, Stanislav Skvortsov
Improving the economic efficiency of industrial enterprises and ensuring their sustainable development depend, in particular, on the using of material resources management tools (MR) based on the principles of lean production using information technology. At the same time, the research of internal supply...
Proceedings Article

Women Healthcare Mobile App-An Approach to Predict Early Stage of Cervical Cancer

R Chanukotimath Naveen, K Asha, G Keerthi Prasad, G M Manjula
Most of the woman nowadays is ending up their life at middle age between 35-50 years, reason they are suffering from Cervical related cancer tumours. Many women are unaware of having cervical related cyst in the early stages. A survey was conducted on classifiers such as Decision Tree, Multilayer Perceptron,...
Proceedings Article

Research on the Investment Decision Model of Power Grid Enterprises Based on Neural Network Method

Chaoyang Li, Guangchao Qian, Lei Shi, Yi Gao, Yongli Wang, Bo Yuan
In the context of "new infrastructure", in order to enable power grid enterprises to better make investment decisions, this paper proposes a model based on neural network method, which can effectively improve the economic, social and environmental protection benefits of power grid enterprises'...
Proceedings Article

Prediction of cigarette production in China based on Exponential Smoothing

Linsheng Ma, Jingyi Wang
As a kind of traditional industry in China, tobacco plays an important role in many industries in China. The importance of brand building has been reflected incisively and vividly in today's commercial society. A good brand has immeasurable value. However, most of China's cigarettes lack awareness...
Proceedings Article

A Corpus-Based Study on Liu Yukun’s Translation Style as Reflected in Folding Beijing

Yuting Chen, Wei Gong
Folding Beijing, written by Hao Jingfang and later translated by the famed science fiction writer Liu Yukun (also known as Ken Liu), has been a hit overseas, promoting the spread of Chinese culture and winning the Hugo Award for Best Novelette in 2016. This paper will take Liu Yukun’s translation as...
Proceedings Article

A Frame Work Designing for Deep Fake Motion Detection using Deep Learning in Video Surveillance Systems

Srikanth Bethu, M. Ratna Sirisha, C. Kothai Andal, R. Gayathri, H. Chandramouli, R. Aruna
This exploration centers around constant perception of items in a given setting, which prompts a rundown of the ways of behaving or connections of the things. Because of the absence of time for robotized checking and examination, an administrator should watch a lot of video information in time with complete...
Proceedings Article

Research on Social Public Governance Method Based on Intelligent Prediction Algorithm

Xiao Chen, Wenjing Huang, Lin He
The problem of social public governance has become an important content of attention. The multi-objective optimization problem of minimizing the incremental cost of public governance input and maximizing the incremental benefit obtained is related to the development of social public governance. In response...
Proceedings Article

Exploring the Landscape of Financial Deep Learning: Models, Applications and Future Directions

Qin Wang, Mary Jane C. Samonte
With the rapid development of artificial intelligence and financial technology, the application of machine learning, especially deep learning, in the financial field has aroused strong research interest. In order to explore the application field of financial deep learning, the literature of financial...
Proceedings Article

Fuzzy Controllers for Position Control Electro-Hydraulic Actuators

Ruslan Sharipov, Arsen Mesrpyan
This paper describes fuzzy controllers of an electro-hydraulic actuator in the control loop. The aim of research is to reduce steady-state error and a time response as short as possible. The electro-hydraulic actuator mathematical model is design taking into account the functional jet pipe servo-valve....
Proceedings Article

A Study on the Impact of Inter-firm Trust on Value Co-creation in Manufacturing Firms

Guibin Yang, Puhao Yang, Yanrong Chen
Based on social exchange theory, organizational learning theory and other related theories, this paper further analyzes the relationship between inter-enterprise trust, dual learning, knowledge base compatibility and value co-creation based on the characteristics and practicality of manufacturing enterprises,...
Proceedings Article

Using SPSS and AMOS to Study the Influencing Factors and Mechanism of Healthy Consumption Lifestyle

Yanbing Liang
The report of the 19th National Congress of the Communist Party of China (CPC) put forward the implementation of the “Healthy China Strategy”, which calls for the promotion of healthy and sustainable lifestyles. The research on health consumption behavior has attracted much attention in academic circles,...
Proceedings Article

Research on Tourists Characteristics Based on Big Data Analysis in Cultural Tourism

Siwei Dong, Shan Lu
Due to the fierce competition in the cultural tourism market, it is very necessary for tourism enterprises to accurately grasp the characteristics of tourists. In technological contexts, the continued development of information and communication technologies has enabled travel enterprise to gain in-depth...
Proceedings Article

Research and Practice on the Cultivation of Autonomous Learning Ability of Higher Vocational Students Based on Blended Teaching of Digital Learning-A Case Study of Analysis of Preparation in TCM

Yan Zhu, Jiao Feng, Qingyang Liu
The cultivation of students’ autonomous learning ability is the key of improving classroom efficiency. With the rapid development of information, in order to adapt to the new characteristics of the times, it is important for college students to adjust their learning style and method as soon as possible....
Proceedings Article

The Economy and Possibility of Energy Community in Finnish Solar Energy Production

Juha Korpijärvi, Riikka Tanskanen
The amount of solar energy production in the electricity distribution networks is increasing. This is due to technology conventionalisation, which in turn has led to solar panels becoming more affordable. The aim of this study was to analyse real-life, domestic electricity consumption to determine whether...
Proceedings Article

Emerging Crop Traceability Systems in Smart Farming: A Review

Ummul Hanan Mohamad, David Wong You King, Muhammad Arif bin Riza, Mohammad Nazir Ahmad
Traceability is the ability to retrieve the history, use, location or activity of an identified item, hence crop traceability system is a system that provides unique identification to the crop and tracks all information from the seed until the end product in the market. Crop traceability is beneficial...
Proceedings Article

Application Research of Simulation Technology in Vocational Education Technical Skills Competition

Shang Wang
During the preparation of the technique and skills competition, the students encountered the problem that the mechanical properties of the beam could not be measured experimentally. In order to solve this problem, the research team proposed the idea of simulation using finite element modeling. The students...
Proceedings Article

Tsing XiaoAI: A Digital Teacher in Virtual Environment

Jiahao Li, Wai Kin Victor Chan, Ke Fang
Digital humans have become a significant area of focus in the fields of computer graphics and human-computer interaction research. In this context, we propose a technical framework for the implementation of digital teachers in virtual teaching environments. To evaluate the effectiveness of our design...
Proceedings Article

Do corporate green commitments promote green investments?

Hongwei Cheng, Dingrui Dong, Yi Feng
With the development of the international green commitment movement, an increasing number of companies have begun to respond to the green commitment trend. However, a crucial concern arises: corporate green commitments might become "greenwashing," lacking real implementation. The mismatch between...
Proceedings Article

Research on E-Sports User Preferences and User Characteristics of Student Groups in Anhui Province

Ling Yuan, Shanhui Sun
Electronic Sports (E-sports) is a competition of intelligence and physical strength between people using electronic equipment as sports equipment. At present, e-sports competitions have become an official sports event, and are no longer synonymous with unprofessional work. E-sports will be a business...
Proceedings Article

Study the Relationship Between LULC, LST, NDVI, NDWI and NDBI in Greater Arba Minch Area, Rift Valley, Ethiopia

Muralitharan Jothimani, Jagadeshan Gunalan, Radhakrishnan Duraisamy, Abel Abebe
The present study aimed to extract the LST and analyses its relationship with land-use/land cover and normalized difference vegetation index (NDVI), normalized difference water index (NDWI), and normalized difference built-up index (NDBI) in the greater Arba Minch, Rift valley, Ethiopia. The study was...
Proceedings Article

Research on the Two-path Influence of Employee Feedback Orientation on Feedback Seeking Strategy Under the Framework of Cost-value Based on Structural Equation Model

Fang Yu, Shaoyi Cheng, Zhen Yu, Yingyu Wu
Based on the prospect theory, a dual-pathway model of employees' feedback orientation on their feedback-seeking strategies is constructed, and the theoretical hypothesis is empirically tested by structural equation model. The results show that the feedback orientation is significantly positively...
Proceedings Article

Informatization Construction of Chinese International Education under the Internet Background

Jiling Cai
The combination of Internet + education can enhance the innovation and creative of the education industry, and form a new form of Internet + education development. Using information and network platforms to integrate the Internet with international Chinese language education, and using the advantages...
Proceedings Article

Quadrotor Angle Stabilization using Full State Feedback by Partial Robust Pole Assignment Method: Pole Retention

Mustafa Saraoğlu, Klaus Janschek, Andrey Morozov, Mehmet Turan Söylemez
Quadrotor also referred to as quadcopter has an increasing reputation nowadays as a practical rotorcraft and an unmanned aerial vehicle (UAV). The high number of degrees of freedom makes stability a serious issue as well as a performance criterion. Although, many different methods and strategies of control...
Proceedings Article

Developments and cutting-edge themes in the field of education research since the handover of Macau

-- CNKI-based bibliometric analysis

Hanxiang Gong, Xi Wang, Baoxin Chen, Jinghua Li
The aim of this study is to provide a comprehensive understanding of education research in Macao since its return to China and offer guidance and foundations for the development and improvement of education in Macao. Utilizing the CNKI database, a literature analysis was conducted to gain a comprehensive...
Proceedings Article

Development of Logistics Hubs in Case of Intensification of International Cargo Traffic via the Northern Sea Route

Elena Schislyaeva, Sergey Barykin, Egor Kovalenko, Sergey Schislyaev
The article uncovers the value of Northern Sea Route (NSR) for the Russian Federation and focuses on study of its prospective development as an international transportation corridor. The possibility of development of the consistent logistics system to unify all available resources of the Russian Federation...
Proceedings Article

Visual analysis of children's willingness knowledge map based on CiteSpace

Jiaqi Jin, Junyong Wang, Fankai Kong, Zhiyang Chen
Objective To analyze the research intention of children in the past 10 years. Methods The literature search of CNKI, Wanfang and Weipu database with "children's pension" was set from December 201 to January 2021. CiteSpace software was used to visually analyze the research status, hotspots...
Proceedings Article

Research on Industrial Structure Optimization of Chongqing Under Low-Carbon Economy

Chunmei Liu, Wen Bao
Low-carbon economy has become the only way for sustainable development in China, Low-carbon economy promotes and realizes the optimization of industrial structure has become a hot research. This paper selects eight indicators in Chongqing from 2011 to 2020: energy intensity, the province’s forest coverage...
Proceedings Article

A Design of Highly-Secured Map Chaotic Encryption Scheme for VANET Communication

S. Christalin Nelson, Ram Karan Singh, G. L. Prakash
In the realm of wireless communication, Vehicular Ad Hoc Networks (VANETs) confront security vulnerabilities, necessitating the adoption of an encryption method that ensures efficient and secure communication. VANETs typically rely on the group key agreement model for security, but this approach proves...
Proceedings Article

A Statistical Framework for Evaluation of Graduate Student Leadership Training Based on Entropy Method in the Context of New Engineering

Xun Wang, Hai Pan
Economic development and education have placed new demands on graduate education, especially leadership training. China proposes that universities should accelerate the construction and development of new engineering disciplines. In order to solve the above problems, this study conducted a questionnaire...
Proceedings Article

A Survey of Deep Reinforcement Learning in Financial Markets

Ying Yu
This paper surveys the application of reinforcement learning (RL) in stock price prediction, highlighting its potential and limitations. We explore how RL can be used to optimize trading strategies, manage investment risks, find arbitrage opportunities, and predict trends. The review classifies research...
Proceedings Article

A blockchain-based quality management framework for fresh product in the context of digitization

Jingyi Song
In the context of digital transformation, enterprises are undergoing rapid industrial transformation and upgrading, leading to an increasing emphasis on information sharing and data security. This is particularly crucial in the fresh agricultural products industry, which directly impacts human health...
Proceedings Article

Study on the Development Status and Influencing Factors of Traditional Chinese Medicine Service Ability in Jilin Province Based on Logistic Regression Algorithm

Yanyin Cui, Fang Xia, Shuqing Xing, Jingshuo Liu
Objective from the perspective of doctors’ perception and institutional development, the current situation and influencing factors of the development of Traditional Chinese Medicine service ability in Jilin Province were analyzed to provide a reference for the targeted development of primary health care...
Proceedings Article

Improving Language Learning Performance Using Multimodal Dialogue Systems

Zhenyu Wu, Zhiyang Ding, Zhaowei Zhang, Yanqin Mao
Learning a language poses a significant challenge for learners, who must comprehend the intricacies of language and analyze the relationships among its components. While computer technologies have been developed to assist language learning, they fail to mirror the human cognitive process. This paper...
Proceedings Article

Predicting Invasive Ductal Carcinoma by Using Deep Convolutional Neural Network

Shuaipeng Dong
Due to the nature of Breast Cancer, it is challenging to make correct diagnosis based on histopathology images. And it is crucial to make early diagnosis for a complete cure. In this paper, a Neural Network algorithm was proposed to train on sets of breast histopathology images. Based on Convolutional...
Proceedings Article

The Influence Mechanism of Humble Leadership on Employee Helping Behavior: A Moderated Mediation Model

Jin Wu
Based on social cognition theory and social exchange theory, this paper constructs a model of the relationship between humble leadership and employee helping behavior, and discusses the mediating role of employee psychological security and the moderating role of defensive regulatory focus. On the basis...
Proceedings Article

Issues of Improving the Accuracy of Demand and Sales Forecasting Using Decomposition of Components and Fuzzy Error Estimation

Leonid Mylnikov, Dmitrii Vershinin, Artur Mikhailov
The efficiency of production and sales systems focused on public markets and the enlargement of variable parts of the orders depends on the accuracy of demand and forecasting and planning of production volumes. To tackle the problem of improving the forecasting accuracy of time series in this paper we...
Proceedings Article

Extracting Explanatory Information from LSTM for Binary Classification of Time Series Data for Intrusion Detection

Noriyoshi Ozawa, Shigeki Hagihara
In this study, we constructed a method for obtaining information that explains the classification results of a long short-term memory (LSTM) trained as an intrusion detection system (IDS). The LSTM learns two types of information: information about system accesses at each time point and time series information...
Proceedings Article

A Study on the Path to Reducing Tesla’s Transaction Exposure in China—Base on Hedge Models

Yao Jia
Transaction exposure is a large risk for a multinational company. It measures gains or losses that arise from the settlement of existing financial obligations whose terms are stated in a foreign currency. The capacity at Tesla’s Shanghai factory is going to reach 550,000 in 2021. With such a huge capacity...
Proceedings Article

A Portable Electronic Field Production of Live Broadcasting System for Campus Events

Jing Liang, Guang Liu
The development of technology has made live broadcasting an important way of social interaction with people in contemporary society. The campus activities of colleges and universities are also upgraded and innovated through live broadcast technology. Various campus activities such as small and medium-sized...
Proceedings Article

Disclosure of Intellectual Capital by Digital Companies

Larisa Kokh, Yuriiy Kokh, Veronika Prosalova
The main purpose of the article is to define the essence of intellectual capital as a multi-component factor, analyze the structure and methods of intellectual capital evaluation and assess the feasibility of disclosure of information on it to external users. On the basis of the concept of information...
Proceedings Article

CNN-Based Traffic Sign Recognition

Shin Wee Fiona Liou, Hau-Lee Tong, Kok-Why Ng, Hu Ng
Traffic signs are a crucial part of maintaining driver and pedestrian safety on the road since they are being designed to provide essential information and alerts of potential hazards. With the rapid development of Advanced Driver Assistance Systems (ADAS), traffic sign recognition is also becoming much...
Proceedings Article

Analysis of PM2.5 Influencing Factors Based on Various Statistical Methods—A Case Study of Beijing in 2021

Qing Yu
Beijing, the capital of China, is suffering from great pollution by PM2.5. In order to give suggestions to solve this problem, several studies have been conducted to explore the internal relationship between PM2.5 and other pollutants, showing different results. This paper compared different kinds of...
Proceedings Article

A regression network age estimation method with ordered anchor replacement

Tian Tan, Chunlong Hu
Face age estimation is often regarded as a regression problem, and anchored regression network is a representative regression algorithm. It selects a facial feature from each age group as an anchor point for linear regression, and then combines all the weighted linear regression results to obtain the...
Proceedings Article

A Review on Challenges and Latest Trends on Cyber Security Using Text Cryptography

Anjali, R Bharadwaj Kshiteesh, UH Rohan Koundinya, RK Varun, A. Ajina, G Prathima
In the IT sector, an important role is played by Cyber Security. Securing information has become one of the biggest challenges even today. The cybercrimes are growing enormously bit by bit and many measures are taken to prevent cyber-crimes. Despite these dealings, cybersecurity is still a tremendous...
Proceedings Article

China’s Low-carbon Index System — Based on Map Analysis and Factor Analysis of CiteSpace

Huanyu Zhang, Chaoren Lin
The low-carbon economy is an important policy for economic development that China is committed to, and it is of very positive significance to analyze its depth. In the context of such an era, China requires vigorous development of a low-carbon economy and strives to achieve the goal of “double carbon”,...
Proceedings Article

Application of Artificial Intelligence in Flower Recognition

Pingchuan Ma
This paper introduces a programmable robot with AI-oriented scratch extensions by analyzing its implementation architecture and operating procedure, and those of a corresponding mini-app for wireless configuration. It explains some typical extensions and their key building blocks, such as costume and...
Proceedings Article

Research on Innovation of Electric Power Smart Marketing Management Mode under Internet Environment

Longzhu Zhu, Lihua Gong, Mingjie Zhang, Kunpeng Liu, Jing Yang
The conventional smart marketing management mode of electric power mainly uses the distributed integrated management system of storage, processing and collection, which is easily influenced by the random change of electricity data, resulting in the low intelligent marketing management index. Therefore,...
Proceedings Article

DenseNet Convolutional Neural Network for Breast Cancer Diagnosis

Xinkai Yuan, Lanrui Zhang, Shuming Zhao
Breast cancer is a fatal disease, among which, its sub-type invasive (or infiltrating) ductal carcinomas (IDC) dominate the death cases of it. Detecting the features of such disease in an X-ray image by human eyes can be challenged, especially in cancer’s early stage. Thus, this study is aimed at developing...
Proceedings Article

Development of an encryption method based on cyclic codes

Vyacheslav Petrenko, S.S. Ryabtsev, A.S. Pavlov, A.A. Apurin
The constant increase in the number of new types of cyber threats actualizes the issues of their information transfer. This article (report) proposes a research on the development of an encryption method based on cyclic codes. The purpose of this article is to develop an open algorithm, even knowing...
Proceedings Article

Quantum Cryptography Analysis for Secure Data Communication in Multi-Core Environment

Govindu Surla, R. Lakshmi
Compared to traditional computing methods, quantum computing’s performance is a direct result of its foundation in quantum theory. It’s a real benefit to academia and will cut computing times in half, from years to hours or minutes. Thus, quantum computers represent a significant risk to encryption because...
Proceedings Article

Analysis of Higher Education Teaching Data Based on Data Mining Technology

Wang Zhi Qi
In order to effectively mine and utilize the large amount of valuable data stored in the academic management system of universities, a data mining technology based method for analyzing higher education teaching data has been proposed. This article uses data mining technology to deeply mine and analyze...
Proceedings Article

Research Trends and Hotspots Related to the Natural Sciences in the 21st Century Based on Citespace and VOSviewer Software

Lusheng Wu, Junwei Duan, Quanlong Guan, Xiaoqing Zhang, Qian Xue
Effective policies and rational allocation of resources usually play an important role in the development of science and technology in various fields. To study and judge the trend of future technology development and determine the frontier areas of science and technology will provide scientific basis...
Proceedings Article

Data-Driven Precision Teaching Practice in Blended Learning

Peizhong Xie, Junjie Jiang, Xin Wei
The development of new-generation information technology and the gradual promotion of digital education have facilitated the application of precision teaching. Given the widespread promotion of blended learning in institutions of higher learning, this paper explores how professional subject teachers...
Proceedings Article

Locus of Control Risk Perception and New Venture Decisions --Based on Logistics Regression Model

Ming Chen
Past studies have discovered that personality traits could influence the entrepreneurs’ new venture decisions. However, previous literature only mentioned the influence of risk propensity on the new venture choice. Our study introduces the locus of control to the framework of Forlani and Mullins [1]...
Proceedings Article

The Data Analysis of the Process of Early Marxist Chinesization from the Perspective of Cultural Leadership

Taking the Texts of New Youth as an Example

Ruiya Song, Xiufeng Zhao
In order to explore the process of constructing early Marxist in China, this paper uses a combination of data retrieval and social science statistics, through high word frequency statistics, keyword extraction, and collocation analysis, to examine the ways in which cultural change was embedded in New...
Proceedings Article

Research on the Impact of Social Media Relationship Strategies on Customer Trust——Based on Smartpls

Zhenglin Zhang, Yingsong Feng, Taiwen Feng
With the widespread use of social media, online interaction between enterprises and customers of social media has become an important way for enterprises to maintain the customer relationship. We develop a dual-process model to explore the mechanism of the company’s online customer relationship maintenance...
Proceedings Article

Human capital development in the digitalization risk management process

Tatiana Kharlamova, Andrey Kharlamov
The article considers the problem of improvement of the human capital of companies engaged in the digitalization of production and management processes. Along with serious technological and communicative advantages, the digitalization creates new risks, as well as transforms existing ones. This implies...
Proceedings Article

H&M Personalized Fashion Product Recommendation Using LightgbmRanker

Dan Xian, Shaozan Cui, Bo Wang, Lishuai Cui
The product recommendation system is a system that analyzes user preferences, searches for a large number of product information in the e-mall, and recommends products that may be of interest to users, providing an intelligent shopping experience for online shopping users. It can help users more accurately...
Proceedings Article

Technology Rebuilt Online Learning Under Post-epidemic Era Through the Lens of Community of Inquiry Framework

Lin Zhang, Kamalanathan M. Ramakrishnan
Online education is becoming a critical ingredient in higher education, especially in the post-epidemic era. Despite its benefits, online learning has been confronted with the dissatisfied voice from learners, and not enough attention has been given to the technological support. This research employed...
Proceedings Article

SWOT Analysis of National Cultural Resources based on Data Analysis

Weilian Lin, Bin Wen, Guimei Yang
The rapid development of network and media technology has led to cultural exchange more frequently. To achieve the in-depth excavation of the connotation of national cultural resources, the rational development and utilization of resources and the cultivation of awareness of resource protection. There...
Proceedings Article

Risk Analysis System in Geriatric Care

M.A. Nikolaeva, A.I. Agadullina, M.I. Dolganov
This paper describes the geriatric analysis system which accounts for group as well as individual risks of patients. A review of studies related to various aspects in geriatrics is provided. The purpose of the study, along with tasks to be solved, main modules and users of the geriatric risk analysis...
Proceedings Article

ASD Classification in Adolescent and Adult Utilizing Deep Neural Network

Ashima Sindhu Mohanty, Priyadarsan Parida, Krishna Chandra Patra
Autism Spectrum Disorder (ASD) is one of the neurological illnesses affecting the behaviour and communicative skills of an individual. It hampers the recognition capability of an individual. Hence it is the primary responsibility towards the affected individuals with ASD for early detection to minimize...
Proceedings Article

Research on the Design and Analysis of the Improved Algorithm for Industrial Linkage Based on Input-Output Technology

Shi Wang, Norriza Hussin, Jing Yang
The general measurement method of industrial linkage adopts the influence coefficient and the sensitivity coefficient to measure, and this method ignores the influence of the product structure of the current year when measuring the coefficient. In order to solve this problem, this research takes the...
Proceedings Article

Hand Gesture Controlled Game for Hand Rehabilitation

Angelina Chow Mei Yeng, Pang Ying Han, Khoh Wee How, Ooi Shih Yin
When getting an injury or chronic pain that affects daily activities, physiotherapy is always introduced. Usually, patients will attend a few physiotherapy sessions in the presence of their physiotherapist to learn rehabilitative exercises. Then, they are advised to have home exercises frequently for...
Proceedings Article

Practice of Mechanics Experiment Teaching Aimed at Solving Students’ Problem Based on Simulation Technology in Higher Vocational Colleges

Shixia Lv, Shang Wang, Xuelei Wang
The main employment positions of students in vocational colleges are technical operation positions in enterprise production lines. In addition to theoretical knowledge, the cultivation of students’ ability to identify problems, ask questions and analyze problems is important for their future work. In...
Proceedings Article

Research on the Development Trend of Enterprise Information Security Strategy in Cloud Environment

Kai Li, Kai Li, Chunlei Chang, Qiaoli Wang
Due to the combination of cloud computing and big data, the infrastructure and architecture of information networks and information systems have changed. Defense centered strategies cannot cope with advanced target attacks. By analyzing the security requirements of the bank’s digital transformation,...
Proceedings Article

Research on the Influence Mechanism of Superior Developmental Feedback and Employee Innovation Behavior Based on Regression Analysis

Shuang Zhao, Mengying Ye
In order to better predict the impact of superior developmental feedback on employees' attitudes and behaviors, and better serve organization. This study uses SPSS to perform correlation and regression analysis on the 84 samples collected and found that superior developmental feedback positively...