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1888 articles
Proceedings Article

Integrated Teaching Reform of LRSPW Curriculum Based on Informatization Technology

Yang Zhao, Xiangrong Jiang, Yongling Wang, Jianfeng Li
“Internet+ mobile terminal” has been a major development trend in teaching informatization in the universities with the emergence of Web 3.0 technology. This paper provides an informatization teaching mode that aims to improve the innovative course of Literature Retrieval and Scientific Paper Writing...
Proceedings Article

Research on Virtual Music Teaching Guidance System

Jie Ding
With the rapid development of scientific and technological information, information technology has been widely used in the teaching of various disciplines. The rapid development and popularization of Internet technology has brought great convenience to people's work, life and study, and also brought...
Proceedings Article

Empirical Research on Economical Spillover Effect of Guangdong-Hong Kong-Macao Greater Bay Area on Surrounding Cities Base on Spatial Big Data

Yun Yang
Using TOPSIS evaluation method, the comprehensive strength of cities were calculated and evaluated according to some economic indicators of Guangdong-HongKong-Macao Greater Bay Area (GBA) and surrounding cities in 2021, and the social network analysis tool was used for empirical research to analyze the...
Proceedings Article

Students’ Wage Expectations. Dynamic Analysis

Marina Telezhkina, Andrey Maksimov, Nataliya Maksimova
Factor structure of expected graduate’s wage is considered in the paper. The analysis of eight regression estimates for 2007–2009 and 2012–2016 of Russian University students’ wage expectations demonstrates consistency of estimates of all coefficients but regional dummy and wage of working students....
Proceedings Article

Research on the Influence Mechanism of Digital Technology Industry Development on Industrial Structure——Based on Output Perspective

Mian Wang, Puchao Li
In recent years, the development and application of emerging digital technologies such as big data, artificial intelligence, cloud computing, and blockchain have continuously reshaped my country’s industrial structure. From the perspective of digital technology output, the digital economy is used as...
Proceedings Article

The Clustering Analysis on Public Health Data with Missing Values Based on Dimension Reduction Methods

Honghao Zhao, Weiyi Ding, Fang Ye, Weimeng Yuan, Hangyu Chen
With the development of medical information digitization, machine learning techniques have become a popular method of mining medical health data for hidden information and knowledge. Health data from normal medical checking is usually limited. However, public health data from magnetic resonance (MR)...
Proceedings Article

Simulation Model of an Autoclave Operation Using iThink Software

Elena Muravyova, Sergey Shokurov
This research paper is focused on temperature control in an autoclave used for the production of slag blocks from ash and slag materials of heat and power plants. This is done in order to increase the autoclave performance, reduce the amount of rejects in the finished slag blocks, increase the quality...
Proceedings Article

The Design Method for Traditional Wood Lamp to Regain the Sense of Childhood Rural Life Experience

Wenhao Fan, Yu Sun, Bo Li
In order to solve the perceptual needs of consumers for products, it has a deeper spiritual connotation while satisfying the functions of products. By observing user behavior, analyzing the user’s specific motives and operation methods for using the product, discovering the experience touch points during...
Proceedings Article

The Processes of the Formation of a Gifted Person in Distant Districts of the Arctic: the Digital Age

Natalia Dyadik, Anastasiia Chapargina
In the digital age, issues of provided with trained human resources, the effective use of the intellectual potential of a territory and the creation of conditions for its reproduction are particularly important. These problems are exacerbated in distant districts of the Russian Arctic. Digital technologies...
Proceedings Article

Deep Cross of Intra and Inter Modalities for Visual Question Answering

Rishav Bhardwaj
Visual Question Answering (VQA) has recently attained interest in the deep learning community. The main challenge that exists in VQA is to understand the sense of each modality and how to fuse these features. In this paper, DXMN (Deep Cross Modality Network) is introduced which takes into consideration...
Proceedings Article

Location Profiling for Retail-Site Recommendation Using Machine Learning Approach

Choo-Yee Ting, Mang Yu Jie
Retail site selection is a critical stage for a new retailer since it helps them to decide which locations have the best chance of delivering a good return on investment. Most of the new retailers will face problems while selecting a retail site for new business. Work presented in this paper will focus...
Proceedings Article

Sentiment Analysis of Cultural Heritage Landscape Elements Using Big Data of Online Comments: A Case Study of the Humble Administrator’s Garden in China

Qianda Zhuang, Shuzhen Chen
The big data of online comments has been widely used in fields, however, few research on sentiment of cultural heritage conducted. This study explores the sentiment of tourists about the Humble Administrator’s Garden using big data of online comments in Ctrip and Qiongyou websites. Word frequency analysis...
Proceedings Article

Application of Triangular Fuzzy Analytic Hierarchy Process in Combination with Normal Function in MOOC Evaluation

Jun Li
In this study, a three-level fuzzy comprehensive MOOC quality evaluation model based on the triangular fuzzy analytic hierarchy process (AHP) was constructed, aiming to improve MOOC quality. In this model, AHP was improved by introducing the theory of triangular fuzzy number. Next, the triangular fuzzy...
Proceedings Article

Study on the Relationship Between Corporate Financial Leverage and Financial Performance Based on Linear Multiple Regression Model via Stata System

Haomin Wu, Zezhou Zhao, Weicheng Zhai
The size of corporate financial leverage is one of the important factors affecting corporate financial performance. The proportion of debt capital in corporate assets will bring additional benefits and risks to enterprises through the financial leverage effect, which will affect the value of the company,...
Proceedings Article

Research on Decision Tree Algorithm in Colleges and Universities Financial Management

Ligang Chen, Yilin Chen
The importance of financial information management in colleges and universities is becoming more and more prominent. How to manage financial information efficiently has become an important issue of financial management in colleges and universities. This paper takes decision tree algorithm as the main...
Proceedings Article

Research on an Intelligent and Intrinsic Security Data Circulation System Based on the Infrastructural Enablers for Web 3.0

Qingqing Tu
With the development of digital technologies, data security is under various risks, which impedes the data circulation to release the data value. Fortunately, the development of Web 3.0 provides a novel paradigm to solve this problem. With recent advances, Web 3.0 is considered a ubiquitous and decentralized...
Proceedings Article

Design and application of public digital models in multi-source heterogeneous environments in the energy industry

Ke Chen, Haichao Huang, Yehua Zhang, Yuqing Xie, Jiaqi Wang
This paper proposes a multi-level model automatic generation technology scheme in the multi-source heterogeneous environment of the energy industry, and realizes the function of automatic generation of the system digital model from business model, logical model to physical model. Construct service reuse...
Proceedings Article

Statistics of Individual Tests for Market Graph Identification in Market Network

Petr Koldanov
The concept of random variables network used to model the complex system of random nature is discussed. The problem of threshold graph identification to network analysis of the complex system is considered as multiple decision statistical procedure. The properties of robustness of different tests for...
Proceedings Article

The Grey Correlation Algorithm is Used to Evaluate the Quality of Independent Innovation Talents Training in Universities

Jian Chen
The quality evaluation of college students’ innovation and entrepreneurship education is very important. This paper constructs a quality evaluation index system of innovation and entrepreneurship education for college students with 5 dimensions and 21 sub-indexes, establishes an evaluation model based...
Proceedings Article

Measures Discussion of Virtual Reality Technology Applied in Architectural Design Teaching

Chen Xi, Xiao Chen, Huaiye Xu
From the traditional teaching mode of architectural design, the teaching knowledge is relatively abstract, which requires students to have higher abstract thinking ability, and the whole teaching mode is not intuitive enough, which makes it relatively difficult for students to understand, resulting in...
Proceedings Article

Key factors of the human capital management in view of digital transformation

Valentin Nikonorov, Victor Tutukin
Digitalization – the use of innovative digital technologies in all spheres of human activity – is indispensable condition for the country's competitiveness. In the same way, human capital is the main driver of economic growth in the country. The purpose of the research is to reveal factors of management...
Proceedings Article

Research on the Development Dilemma and Countermeasures of Steel Circulation Enterprises in China Under the Background of Digital Transformation

Xiaohui Wang, Xiaodong Lao, Ting Luo
Steel is an important material necessary for national infrastructure construction and civil construction. It is widely used. Upstream and downstream service enterprises engaged in steel production, circulation, trade and terminal use can be called steel supply chain enterprises. With the construction...
Proceedings Article

Study on Countermeasures of Financial Accounting to Management Accounting Transformation Based on Big Data Technology

Xixiang Pan, Jing Xu
With the rapid development of Internet technologies, such as the Internet and big data, the storage and collection of modern financial accounting has undergone great changes. At present, the cloud computing function of big data technology can provide technical support for enterprise financial accounting,...
Proceedings Article

Retinopathy Based Multistage Classification of Diabeties

N A Deepak, G Savitha, D J Deepak, P. Kashyap Supraj
One of the biggest problems faced in biomedical engineering is the non-invasive assessment of the physiological changes that occur within the human body. Particularly, the detection of the abnormalities in the human eye is very difficult due to the numerous complexities involved in the process. Retinal...
Proceedings Article

Method of Construction of Routes of the Unmanned Aerial Vehicle on the Interactive Electronic Map

Tatiana Mikheeva, Aleksey Tikhonov, Elena Chekina, Nikita Ostroglazov, Sergey Mikheev
Unmanned aerial vehicles are increasingly used to perform complex transport processes and operations, such as monitoring transport processes, photogrammetry of transport infrastructure, inspection of geoobjects and tracking of mobile agents. The construction of rational routes in solving the problems...
Proceedings Article

Model Construction of Influencing Factors for the Sustainable Development of Resource-Based Cities Based on Gray Correlation Analysis

Yan Wang, Haiying Liu, Lina Fu
Sustainable development of resource-based cities are an important part of implementing green development. This paper constructs the indicator system of influencing factors of sustainable development of three aspects of the economy, society and environment, uses gray correlation analysis method and entropy...
Proceedings Article

Study on Carbon Emission Assessment Index System of Highway Tunnels based on Life-cycle Approach

Zuobiao Wei, Zhiqiang Liu, Lishuang Xia, Dan Wang
In this paper, to achieve energy conservation and low carbon in tunnel construction, a tunnel carbon emission assessment method is proposed based on the life-cycle approach. This study focuses on the characteristics of carbon emission sources in the planning & design stage, construction stage and...
Proceedings Article

Research on Employee Work Behavior Characteristics in the AI Interview and Evaluation System under the Human-Robot Collaboration Mode: Based on the Job Characteristics Model

Yangyang Chen, Xuli Ma, Jing Chen
Human-robot Collaboration (HRC) is the pivotal product under technology development. And AI interviews, as a new human resource product, have certain research significance. Based on the job characteristic model, this article takes human resource professionals engaging in recruitment as the research object....
Proceedings Article

Computer Modeling Algorithm Development of the Innovative Project Effectiveness Evaluation

Elena Makarova, Anna Firsova
The main purpose of this research is to develop methodological support and economic and mathematical tools for managing and evaluating the effectiveness of innovative projects based on binomial models of real options. The subject of the study is a computer program algorithm for using the binomial model...
Proceedings Article

Research on Personalized Resource Recommendation of Artificial Intelligence Specialty Based on Big Data

Ning Jia, Chunjun Zheng
With the advent of the era of big data, the application of big data technology in the cultivation of artificial intelligence professionals has accelerated the integration of industry and education, which is of great significance to the cultivation of applied talents. With the rapid development of big...
Proceedings Article

Referral program in the context of social capital and digital marketing methods

Anastasii I. Klimin, Pavel S. Kozlovskii, Pavel A. Sataev, Rouhollah Abbaszadeh
More and more indicators affecting the company's profits are becoming available for calculation due to the development of technology. Social capital can be one of these indicators. The study concludes that the referral program is the use of the external social capital of the enterprise. Digitalization...
Proceedings Article

Forecast and Control of China's Grain Yield Based on Big Data and BP Neural Network in the Context of Sustainable Agriculture

Haoran Wang, Zhengxian Chen
In actual agricultural production, many factors affect grain yield. Among them, non-linear factors such as climate, capital, land directly affect farmers' enthusiasm for production and significantly impact production forecasts. Based on the BP neural network, this paper considers the influence of...
Proceedings Article

Comparison Analysis of Stock Price Prediction Based on Different Machine Learning Methods

Zhiyuan Jiang, Jiachen Liu, Lixuan Yang
This paper aims to compare the stock prices trend for industries affected by the pandemic in the post-Covid era. Specifically, the delivery and cardboard box industry are chosen as examples to project future growth in four different Machine Learning Methods. Furthermore, an optimized asset portfolio...
Proceedings Article

Construction and Feedback Research on Spoken English Blended Learning Mode Based on E-Learning Platforms and SPSSAU Data Analysis

Tianzhao Li
E-learning platforms allow learners to use computers, mobile phones, tablets, and other handheld tools to study online. Tencent online homework platform, Wisdom Tree online learning platform and WJX questionnaire platform are widely used by Chinese teachers in recent years. But few studies integrated...
Proceedings Article

Teaching Method of Building Energy Conservation Based on Virtual Simulation Platform

Take the Teaching of Building Sunshade Design as an Example

Xiao Chen, Chen Xi, Hui Wan, Yiqing Luo, Mengchao Zou, Yuqin Ying
There are two problems in the course of Building Energy Conservation: “theory” cannot be effectively converted into “idea”, and the basic knowledge connection is not perfect. In order to solve these problems, a new teaching mode will be developed by using the virtual simulation laboratory. This paper...
Proceedings Article

Evaluation of the Effect of Ideological and Political Education in Colleges and Universities Based on Fuzzy Comprehensive Evaluation Model

Xiang Gao, Jie Hu, Chuan Tian
The so-called fuzzy comprehensive evaluation refers to the fundamental method of engineering fuzzy systems, which is widely used. For example, it plays a very important role in quality control, performance evaluation, weather forecast, expert scoring system, medical diagnosis, economic management, psychological...
Proceedings Article

Problem-oriented Stratification of Transport Infrastructure Management

Tatiana Mikheeva, Sergey Mikheev
The paper analyses basic mathematical models on the basis of the fundamental laws of intellectual control. The models take into account of the sensitivity of the global systemic objective functional to the components of the set of states of the models in accordance with the systemic objectives definition...
Proceedings Article

Design and Application of Digital Network Education Platform for Economic Management Major in Colleges and Universities Based on PHP Language

Zhihua Yu
First of all, this paper expounds the importance of teaching reform of economic management major in colleges and universities from the perspective of “four new” construction, then analyzes the current teaching situation of economic management major in colleges and universities, and then puts forward...
Proceedings Article

Trends in the development of the EU natural gas market and digitalization of the gas industry

Mikhail Ulchenko
With its impressive production capacity, the EU countries consume a huge amount of energy, 25% of which is generated by natural gas (450-480 billion m3). At the same time, the demand for gas in the EU continues to grow due to low prices, the growth of energy intensity of residential heating, and the...
Proceedings Article

Forecasting and Decision-Making System for Military Resource Allotment

S Vinodhini, J Monica Pallavi, J Sandeep, C Smera
Every country is in some sort of rivalry with its neighboring countries. Military forces safeguarded people’s lives day in and out. The forces are being placed in many zones near the hotspots of the border areas to fight off enemies. These zones are critical and challenging in many ways, which put the...
Proceedings Article

Exploration on Building a New Model for the Integration of Audit and Internal Control Under the Big Data Environment

Yangpeng Zhu, Hairong Zhang
With the gradual deepening of the development process of innovation and transformation of state-owned enterprises, enterprises have put forward higher requirements for internal audit. How to play a greater role in preventing risks and improving benefits has become an important topic for the development...
Proceedings Article

Risk Management of a Commercial Bank’s Project Portfolio through Simulation

Zlata Usmanova, Anna Khanova
The authors build a simulation model focused on the risk management of a commercial bank’s project portfolio with a detailed description of the relevant methodology. The paper explores the logic of the simulation algorithm, which is the logical structure of the system functioning model. It obtains insights...
Proceedings Article

Research on the Direction and Key Points of Leadership Science Research of State-owned Energy Enterprises

Hongji Qiu
Although the state-owned energy enterprises is playing an irreplaceable role in implementing the national strategic deployment and the micro role of the market, the current research on the leadership activities of state-owned energy enterprises is still limited to the leadership of the "management"...
Proceedings Article

Study on Urban Fiscal Revenue and Industrial Upgrading Based on a Big Data Model

Yu Feng Shi, Jia Yue Kuang
In order to reveal the high-quality level of fiscal revenue growth in the Chinese Pearl River Delta cities, this paper first constructs a Dynamic Equilibrium Index model. The model is based on the classical DEA model frame and includes two optimization indicators: maximum value and minimum value. It...
Proceedings Article

Study on the Influence of Ingroup and Outgroup Perspective on Empathy for Pain in Self-Involvement Situation

Yuran Yang, Qian Wang, Siying Zhu
The study used the pain empathy paradigm to investigate the level of pain empathy in situations with or without self-involvement. The researcher randomly selects 30 representative subjects. The experiment implements 2 (situation: self-involvement situation group, no self-involvement situation group) × 2...
Proceedings Article

Research on the Evaluation System of University Employment Quality Based on Factor Analysis

Lingli Lv, Wei Yu
Because of the complex evaluation data of university employment quality, the accuracy of the calculation results is difficult to be guaranteed. And design based on the factor analysis of university employment quality evaluation system, not only can solve this problem, but also can improve the response...
Proceedings Article

A CBR-Based Emergency Plan Generation Method Under the Federated Learning Framework

Qiang Gao, Ran Ran, Fei Hu, Zi-Mo Xing, Fu-Liang Zhang
In order to use the emergency case data of multiple industrial enterprises to support the decision-making of target cases on the premise of protecting data privacy, this paper proposes a CBR-based emergency plan generation method under the framework of federated learning. First of all, each enterprise...
Proceedings Article

Research on Post Evaluation Index System of Applied Science and Technology Projects Based on AHP

Wensheng Yang, Wanxin Gao
With the country's vigorous implementation of the innovation-driven strategy, the role of science and technology projects in promoting my country's technological innovation and progress has gradually become significant. To this end, this article will build a post-evaluation index system for...
Proceedings Article

Logistics of smart supply chains

Vladimir Scherbakov, Galina Silkina
he initial study principle is the axiom of supply chains as the forms of logistics arrangement in the sphere of commodities and services circulation on the “simple-to-complex" development basis: direct – advanced – maximum chains of supply – networks of supply chains. In the frame of evolutionary dynamics,...
Proceedings Article

Empirical Analysis of Investments on the Fine Art Market

Anna Zhukova, Valeriya Lakshina, Liudmila Leonova
The instability of the stock market spurs investors to seek alternative ways of allocating financial resources. In this case, art assets could be considered as an attractive investment. Due to the uniqueness, specific costs, and risks inherent to the artworks, the fine art market is very heterogeneous...
Proceedings Article

Neural Network-Based Cryptography: A Primary Study on the Performances and Techniques

Jia-Lin Foo, Kok-Why Ng, Palanichamy Naveen
Cybersecurity is getting more and more important in this big data era. Neural Network-based cryptosystem which is a complex system and deserve more research study for improvement. This article will discuss and analyse existing neural network-based cryptography performance and techniques. The in-depth...
Proceedings Article

The Impact of Emerging Service Industry on the Economy of Henan Province from the Perspective of the Modern Logistics Development: Based on Multiple Regression Analysis

Yongzhe Li, Zhengmao Zhu
At present, the world is greeting a “service economy era,” and China has given the emerging service industry an important strategic position and development significance. This paper selects the development of the modern logistics industry as the representative of the current emerging service industry,...
Proceedings Article

The Standard of Location and Visualization of Geo-objects on Thematic Layers of the Geographic Information System

Tatiana Mikheeva, Vladislav Elizarov, Sergey Mikheev
Currently, the standardization of the thematic layers of the intelligent transport geographic information system is considered to work in a market economy in accordance with the rules of work and the norms of international standardization. Standardization is regarded as an information management tool...
Proceedings Article

Network Agenda-Setting in Contemporary China

Media Coverage and Public Opinion on Anshun Bus Accident

Wen Shen, Yanchao Han
The theory and empirical researches of network agenda-setting are relatively mature, but lack explanatory power in the Chinese context. This study takes the “Anshun bus accident” in July 2020 as a case and conducts an empirical study on network agenda-setting to examine its explanatory power in the Chinese...
Proceedings Article

Calculation Method of Carbon Emission during the Construction of Highway Tunnel in Mountainous Areas

Lishuang Xia, Peng Liu, Dan Wang, Zhiqiang Liu
In this paper, a tunnel in the Nantian Expressway project is selected as an example of carbon emission calculation under the background of the carbon peaking and carbon neutrality goals. In view of the lack of research on carbon emissions in tunnels in our country, a brief analysis and calculation framework...
Proceedings Article

Detection of Partially Occluded Faces Using Convolutional Neural Networks

HT Chethana, C Nagavi Trisiladevi, M Athreya Shashank
Partial occlusion in the face refers to the local region of the face with objects such as sunglasses, scarf, hands and beard which leads to loss of information thereby affecting the overall recognition accuracy. It is one of the challenging problems in computer vision. There are many traditional perceptions...
Proceedings Article

Extension and Application Analysis of Children’s Empathy Quotient-Systemizing Quotient Model Based on Data Mining Techniques

Lixia Chen, Xiaoyu Bai, Xinghong Deng, Xinying Li
Objective: To use the data mining technique to construct a multidimensional information assessment model of Children’s Empathy Quotient (EQ-C) and Children’s Systemizing Quotient (SQ-C) with certain reliability and validity and establish a regional norm in Guangxi, China, based on this model. Then, with...
Proceedings Article

Application of Big Data Technology in the Construction of Intelligent Financial Management System

Qin Yang
With the continuous development and progress of society, big data technology is also constantly improved and updated. Financial management in recent years financial management occupies an important strategic position in the development of enterprises, because the financial management of data operation...
Proceedings Article

Research on Multidimensional Relative Poverty Measurement of Rural Left Behind Children and Its Influencing Factors Based on Big Data Samples

Meng Lei, Tianhui Zhuang, Feng Qiu
This paper measures the multidimensional relative poverty of rural left behind children based on the big data samples of the 2018 China family tracking survey (CFPS), and empirically studies the influencing factors of multidimensional relative poverty of rural left behind children by using logistic model....
Proceedings Article

Application of Blockchain Technology in Colleges and Universities Financial Sharing Service Platform

Min Zhang
The financial work in colleges and universities involves many aspects, With the development of the information age, Many schools have built their own financial sharing service platforms, But the platform still faces many problems in the specific operation process, Failure to form a strong technical support,...
Proceedings Article

The introduction of category management in the procurement activities of an oil company in a digital transformation

Elvira Khalikova, Tatyana Leybert
The implementation of the concept of digitalization of the business in procurement requires management of the oil company a fundamentally new management decisions based on reliable business intelligence and analytical tools. As such, advocates the concept of category management and analytical tools,...
Proceedings Article

On Making a Decision to Correct the Learner Behavior Based on the Signals of their Electroencephalograms When Organizing Interaction with an Anthropomorphic Teacher-Assistant Robot

Mikhail Stepanov, Vyacheslav Musatov, Igor Egorov, Svetlana Pchelintzeva, Andrey Stepanov
The work discusses the method of recognizing the state of a learner using artificial neural networks based on the analysis of electroencephalogram signals during the assimilation of educational material using a hardware–software complex of a robot – an assistant teacher of anthropomorphic type.
Proceedings Article

Performance Evaluation of Rural Inclusive Financial Poverty Alleviation in Hebei from the Perspective of Targeted Poverty Alleviation Based on Experimental and Mathematical Statistics Analysis

Lin Xu, Yiyun Zhang
Performance evaluation is an important means to test the effectiveness of rural financial precision poverty alleviation. This paper uses the panel data of 21 provinces and cities in the central and eastern economic zone of China from 2010 to 2020 to evaluate the impact of inclusive financial development...
Proceedings Article

Application of Virtual Simulation Technology in Biotechnology Experiment Teaching

Wei Chen, Zhikai Gan
Experiment is the key link of biology and an important means to cultivate students’ practical ability and innovation ability. In order to stimulate students’ interest in learning and reduce the risk and cost of experiments, virtual simulation technology can be used in the teaching of biotechnology experiments....
Proceedings Article

Artificial Intelligence Methods in Assessing the Severity and Differential Diagnosis of Bronchoobstructive Syndrome

Karina Shakhgeldyan, Boris Geltser, Ilya Kurpatov, Alexandra Kriger
Respiratory muscles strength is the main indicator of their functional state. The study of respiratory muscles strength is becoming increasingly prevalent in clinical pulmonology, especially in case of chronic obstructive pulmonary disease (COPD) and asthma. However, respiratory muscles strength is used...
Proceedings Article

Establishment of an Evaluation Index System on Versatile Talent Cultivation Modes of Universities for Childhood Autism Rehabilitation Based on Delphi Method

Qian Wang, Yuran Yang, Xiaofeng Xu, Xiu Zhang
A comprehensive method, including literature review, demand survey and group discussion, was employed to form the correspondence questionnaire for experts, and 20 experts were performed with two rounds of correspondences by Delphi method. Finally, the corresponding evaluation index system was established...
Proceedings Article

Automatic Correction Method of ERP Data Entry Errors Based on Big Data

Qinlan Wu, Xijian Chao
ERP (Enterprise Resource Planning) refers to the use of advanced management ideas and methods and standardized processes and data on the basis of information technology to integrate the resources owned by the enterprise, and finally achieve the purpose of optimal allocation of enterprise resources and...
Proceedings Article

Happiness Index Prediction Using Hybrid Regression Model

Yuning Han, Yichen Shao, Yazhuo Zhang
In the field of social science, research on happiness combines multiple subjects like philosophy, psychology, sociology and economics, and plays an essential role in national health. In this report, with the publicly available questionnaire results, we select multiple sets of variables, including individual...
Proceedings Article

A Hybrid Hierarchical Sparse Kernel Classification Model for Remote Sensing Image Retrieval

S K Sudha, S Aji
In remote sensing applications, finding matching images across huge datasets is difficult due to the scarcity of annotated images. The high spatio-spectral resolution and high-dimensional sparse nature make the remote sensing images difficult to utilize in particular applications. Hence, competent retrieval...
Proceedings Article

Research on Guilin Tourism Image Based on LDA

Changli Huang, Yanling Huang
The image of a tourist destination is the core factor in the formation of a city’s tourist image, and is also a key factor in the decision-making of tourist attractions managers. This research takes Guilin tourist city as the research object, takes travel notes crawled by Ctrip travel website as the...
Proceedings Article

Knowledge map construction of multi-source heterogeneous contaminated site data

Xingchen Li, Jianqin Zhang, Lina Fan, Xinzhi Li, Huizhong Jiang, Nan Lu
The retirement and relocation of urban industrial enterprises has led to the retirement of a large number of contaminated sites. Aiming at the problem that the data related to the contaminated site comes from many different sources and has different structures, and it is difficult to explore the potential...
Proceedings Article

Research on the Development Technology of B-learning System Based on Web3.0

Rui Ge
With the continuous promotion of educational informatization, blended learning, which combines the advantages of traditional teaching and learning methods with the advantages of online learning, has become the core issue of education reform in the era of Web3.0. Based on the theory of constructivism...
Proceedings Article

Software and Hardware Complex of Anthropomorphic Type Robot as an Assistant for a Teacher. Decision-Making Subsystem Using Multiscale Entropy Analysis of EEG Signals

Tatyana V. Yakovleva, Ilya E. Kutepov, Anton V. Krysko, Mikhail Stepanov, Tatyana Yu. Yaroshenko, Nikolay P. Erofeev, Olga A. Saltykova, Maxim V. Zhigalov, Irina V. Papkova, Vadim A. Krysko, Nikolay M. Yakovlev, Antonina Yu. Karas
The paper presents research on the use of the results of the analysis of signals of brain activity of students for decision-making in educational robotics. Signals of brain activity were obtained using electroencephalograms (EEG). Assessment of the state of the student was carried out on the basis of...
Proceedings Article

A Case Study Using Machine Learning Techniques for Prediction of House Prices in WP, Malaysia

Yoon-Teck Bau, Syed Muiz Syed Badrul Hisham
The research for this study is to find out performance scores from machine learning techniques in predicting house prices as compared to its actual prices. One of the limitations of existing techniques is predictive models generated do not cover the situation within Malaysia. Therefore, a data collection...
Proceedings Article

Cloud Infrastructure for Creation of Interpretable Diagnostic Knowledge Bases of Diseases Regardless their Etiology

Valeriya Gribova, Elena Shalfeeva, Margaret Petryaeva
The paper presents a cloud infrastructure for creation of interpretable diagnostic knowledge bases for intelligent decision support systems in medicine. An ontology of medical diagnostics allows us to form diseases regardless their etiology as a multivariate developing internal process. The relations...
Proceedings Article

Methodological Aspects of Strategic Controlling of Digital Transformation of Transport and Logistics System

Elena Balashova, Elena Palkina, Elena Schislyaeva
The present technological mode featuring the use of end-to-end digital platforms and technologies has caused transition of the transport branch to the qualitatively new development level - intellectualisation of transportation organization. An important condition for provision of competitiveness of the...
Proceedings Article

Research on the Construction and Information System Framework of Geological Data Standardization

Xiaohong Wu, Hanrui Sun
In order to promote the transformation and development of geological work, realize the efficient collection of geological survey data and improve the management and service capabilities, it is necessary to carry out the standardization of geological data. The purpose and significance of the standard...
Proceedings Article

A Study on the Application of a Corpus-Based Data-Driven Learning Method Utilizing an Online and Offline Blended Teaching Model in a College English Reading Course

A Case Study of “A Very Big Bang” in Liberal Education Advanced English

Ling Liang, Kai-ying Chen, Shu-yi Huang, Zhong-zheng Guo
Data-driven learning, DDL, is a method of learning a foreign language based on corpus data which provides new ideas for the reform of foreign language teaching methods. This paper applies DDL corpus technologies when teaching a college English reading course. In this paper an online and offline blended...
Proceedings Article

Study on The Double Environmental Effects of Trade in Services: Mathematical Analysis of Cross-National Panel Data From 129 Countries

Xiaohui Zhu, Binglin Li
Under the background of the rapid development of trade in services, the double effects of trade in services on environmental quality are studied. This paper constructs the fixed effect panel models of the environmental equation and the economic growth equation, collects the cross-national panel data...
Proceedings Article

Design and Application of "Vocational Skills+Mandarin" Remote Training Service Platform Based on Web Technology

Tao Zhang, Zhenhong Li
With the in-depth development of language and writing work in the new era, the reform of Mandarin teaching has become a key link in the development of higher education, and the proposal of "vocational skills+Mandarin" plan has pointed out the direction for the development of college students'...
Proceedings Article

Visual Analysis of Emergency Plan Research Based on Citespace

Mengxin Zhang, Bihao Yu, Hui Huang, Yating Sun, Shiying Tao
With the establishment of the emergency management department, the state pays more and more attention to emergency management. Many scholars have carried out various studies on the important content of emergency management - emergency plan. This paper clarifies the development context of the emergency...
Proceedings Article

Wavelet Analysis of EEG Signals in Epilepsy Patients

Tatyana V. Yakovleva, Ilya E. Kutepov, Anton V. Krysko, Nikolay P. Erofeev, Tatyana Yu. Yaroshenko, Olga A. Saltykova, Anastasiya V. Kirichenko, Maxim V. Zhigalov, Irina V. Papkova, Vadim A. Krysko, Nikolay M. Yakovlev, Antonina Yu. Karas
The paper presents studies of electroencephalogram (EEG) signals of epilepsy patients based on wavelet transform and calculation of the total signal energy. The object of the study was a patient aged 17–22 years diagnosed with focal (structural) epilepsy, mesial sclerosis on the left and focal cortical...
Proceedings Article

Constructive Ontologies

Anatolii Beltiukov
An approach to the description of subject areas is proposed to solve constructive tasks in the form of constructive ontologies at the abstraction level of Cartesian closed categories. Constructiveness of ontology makes it possible correct automatic or automated (man-machine) construction of problem solving....
Proceedings Article

The Research Hotspot and Frontier Evolution of Computational Thinking of Information Technology Discipline in Chinese Primary and Secondary Schools

Visualization Analysis Based on CNKI and CiteSpace Software

Linxing Ye, Degang Yang
In order to explore the research hotspot and frontier evolution of computational thinking of information technology discipline in Chinese primary and secondary schools, this paper uses bibliometric analysis method and CiteSpace software to analyze the related papers in this field collected by CNKI, and...
Proceedings Article

The Evolutionary Game Analysis and Simulation Research on E-Commerce Live Broadcast Counterfeit Sales with the Participation of a Third-Party Supervisor

Xiaohui Zhao, Yunfu Huo
In order to explore the impact of the participation of third-party supervision entities on the supervision of counterfeit goods in the e-commerce live broadcast market, an evolutionary game model between the live broadcast merchants and the e-commerce live broadcast platform was constructed, and the...
Proceedings Article

Research on a Hybrid Teaching Method Based on Big Data Analysis and Informatization 2.0

Minquan Wang, Qiyue Huang
“Internet + vocational education” under the background of informatization 2.0 has become the mainstream path of professional curriculum construction in higher vocational colleges. From the perspective of specialty system construction in higher vocational education, the core courses of specialty series...
Proceedings Article

An Analysis of College Students' Satisfaction with Online Courses-Data Processing Based on SPSS

Yuying Cheng, Xiaoguang Wang
The development of Internet technology has changed the way college students learn, making more and more college students choose online courses. This research is based on domestic and foreign scholars' research on college students' satisfaction with online courses, with reference to several...
Proceedings Article

Evaluation of rural landscape of Yanbian Korean Ethnic Group based on AHP method

Shu Yang, Yan Zhou, Lei Fan
In the context of the country's vigorous development of ecological civilization, people began to pay more and more attention to the protection and construction of rural landscapes. Rural culture contains the local spirit and beliefs, which is an important part of Chinese traditional culture. Only...
Proceedings Article

IoT in Smart Cities’ Utility Systems: from prototype to production

Daniil Bolobonov, Igor Ilin, Igor Korolev, Alexander Frolov
Smart Cities, Industrial Internet of Things (IIoT), Smart Grids and etc. are products of Industry 4.0 that are on verge on becoming mass-implemented after 1years in development by different companies and startups. While these technologies are nowhere from being completely novel, they have significant...
Proceedings Article

A Study of Prototyping in Information Retrieval Process Utilizing Context Requirements and Feature Sample Sizes

K N Sridevi, S Prakasha
Information retrieval can provide organizations with immediate value, Information retrieval has become a core of the current information managing systems, this has given profound importance on how we gather effective information in a huge pile of data. Information retrieval is a highly debated issue...
Proceedings Article

Storage and Modeling Research of Yoga Injury Cases by Using Computer Information Technology

Hong Zhang, Yanling Sun
This paper analyzes the main factors causing the acute injury in yoga practice using the least squares SVM. Special statistics were made for parts and categories prone to damage in yoga practice. Athlete injury factor of least squares supporting vector machine was used to provide special statistics on...
Proceedings Article

Motivating factors for university students to use digital technologies in educational process

Aleksandr Kozlov, Alina Kankovskaya, Anna Teslya, Zarema Khasheva
The study considers the formation of human capital in the transition to a digital economy that places new demands on the competences of future specialists working in new conditions. Educational programs of universities need to be modernized; in particular, this means adopting a broad range of information...
Proceedings Article

Random Graph Models and Their Application to Twitter Network Analysis

Kirill Shaposnikov, Irina Sagaeva, Alexey Grigoriev, Alexey Faizliev, Andrey Vlasov
In this paper, we conducted an experiment for comparison of the graphs generated by Erdős-Rényi, Barabási-Albert, Bollobás-Riordan, Buckley–Osthus, Chung-Lu models and a web graph constructed using real data. Twitter data have been employed to construct social network, and C++ has been used for network...
Proceedings Article

The Method for Linear Regression Models Constructing Based on the Sharing of Measured Data and Expert Assessments

Vladimir Gvozdev, Oxana Bezhaeva, Dinara Akhmetova, Alexander Levkov
The paper discusses the classical approaches to the construction of regression models on the basis of independent and dependent random variables distribution laws. Regression dependencies are one of the main tools for constructing empirical descriptive models, at present moment the theoretical apparatus...
Proceedings Article

An Analysis of Sports News in the Era of Big Data - Visual Data News with NBA Coverage as an Example

Kai Gao, Li Tang, Jialin Lu
With the rapid development of information and communication technology, the sports industry's use of big data is not only manifested on the field of play, but also closely integrated with big data. The ever-expanding data information has made the process of data screening to data utilization more...
Proceedings Article

Application for Breast Cancer Detection Based on Convolutional Neural Network

Tianye Fan
Breast cancer starts in breast cells when they grow out of control. It is life-threatening and is common among women. Diagnosis of breast cancer is a challenging task as well as time consuming. In this paper, a new idea for breast cancer diagnosis is discussed. Namely, a convolutional neural network...
Proceedings Article

Impacts of Land Finance on Green Land Use Efficiency - A Spatial Autoregressive Mode

Yi Qu, Jinghu Zhu, Yi Song
Improving urban green land use efficiency (GLUE) is an inevitable requirement to promote regional sustainable development. This paper uses the Global Malmquist-Luenberger (GML) index to measure the GLUE of 26 cities in the Yangtze River Delta (YRD), and analyzes the influence of land finance on the GLUE...
Proceedings Article

Identifying Demographic Factors Attributed to the Infection Rate of Covid-19 in Malaysia

Jun-Ting Chan, Keng-Hoong Ng, Gee-Kok Tong, Choo-Yee Ting, Kok-Chin Khor
Since 2020, the Covid-19 pandemic has spread like wildfire across many countries, including Malaysia. The disease has caused disastrous impacts on the country’s economy, public health system, and the livelihoods of its citizens. Hence, there is an urgent need to investigate and determine the underlying...
Proceedings Article

Construction of Resume Recommendation Model for College Students Based on Machine Learning

Yingjie Bu, Yaodong Jin, Xiaohua Zhang, Zhiyuan Zhan
With the rapid growth of graduates and by the negative impact from the COVID-19, graduates have encountered many difficulties in employment. Therefore, it is particularly necessary to analyze the resume data of college graduates. Based on this need, this paper establishes a resume data extraction model,...
Proceedings Article

Research and Analysis on OBE Teaching Model of Software Engineering Specialty Under the Dual Background of “Emerging Engineering Education + Engineering Certification”

Chunmei Li, Yun Yu, Shuying Liu, Yiwen Zhang
Under the dual background of “new engineering + engineering certification”, the OBE mode is adopted to determine the new target of software engineering professional training and build a new system of professional courses. Optimize the course structure, adopt the “top-down” method to decompose the training...