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Proceedings Article

A Survey of Efficient CNN Hardware Acceleration Technologies for Edge Computing

Rui Cao, Jinrun Tian
With the rapid development of edge computing, the deployment of convolutional neural networks (CNNs) on edge devices has become increasingly necessary to meet the demand for intelligent applications. However, edge devices are often constrained by limited computing resources, storage capacity, and strict...

In-Service Elementary School Teachers’ Perceptions About Metaverse-Assisted STEM Projects

Reza Rachmadtullah, Bramianto Setiawan, Andarmadijati Abdhi Wasesa, Jatu Wahyu Wicaksono, Rasmitadila, Muhammad Nurtanto, Achmad Samsudin
The challenge for teachers to implementing STEM in elementary schools is to unite the four fields of Science, Technology, Engineering and Mathematics into a learning method and the development of interesting projects for students. The real strength in STEM teaching is the connections between fields that...

Infrastructure Development and Its Influence on Income Disparities: Case Study in Indonesia

Cintya Afifah Mufidahsari Puteri, Dyah Maya Nihayah, Retno Febriyastuti Widyawati
This research aims to analyze the impact of infrastructure on income inequality through economic growth. This research employs a quantitative approach using secondary data from the Indonesian Central Bureau of Statistics (BPS) and National Development Planning Agency (Bappenas) from 2015 to 2022. The...
Proceedings Article

Machine Learning-Driven Analysis of Soil Nutrients and Environmental Factors for Optimized Crop Selection in Sustainable Agriculture

Gayathri Karanam, Sankalp Paliwal, Naga Avishitha Raparthi, V. Yaswanth Kumar, Arif Shaik
The agricultural sector is challenged to optimize crop selection to maximize yield, minimize risk, and enhance profitability. Crop suggestion is a complex problem and involves accurately selecting the most suitable crops for cultivation in a given environment based on many diverse factors such as soil...
Proceedings Article

The Application of BIM Technology in Construction Management - An Empirical Study Based on A Hotel Project

Zhiguo Yin
The characteristics of construction projects and the higher requirements of owners make it increasingly difficult to achieve project goals. BIM technology is an effective tool to achieve project goals. This paper introduces the PDCA dynamic control principle that should be followed when using BIM technology,...
Proceedings Article

Modularity Curriculum Design and Effective Evaluation Analysis

Ye Ren, Sa Xiao
This paper analyzes the goal of modularity teaching curriculum and curriculum module design, and then, the paper establishes a effective evaluation model based on factor analysis and multiple objective decision theory. The aim is to evaluate the implementation of modularity curriculum design effect....
Proceedings Article

Teaching thermodynamic principles from industry ecology bionics knowledge aspects

Hongxu LI
Thermodynamics is a branch of natural science concerned with heat and its relation to energy and work. It applies to a wide variety of topics in science and engineering—such as engines, phase transitions, chemical reactions,transport phenomena, and even black holes. Many professionals teaching set it...
Proceedings Article

Study on the symmetry and conserved quantities for Hamilton systems

Shulong Gu, Kaixia Wei
The form invariance and the Lie symmetry are defined for Hamilton systems. A relation between the form invariance and the Lie symmetry is derived. The Hojman conserved quantity is constructed by using the generators of Lie symmetry. An approach to find Hojman conserved quantities in terms of the form...
Proceedings Article

Pyrolysis of Tobacco Rob: Effect of Particle Size on Kinetic Study

Yi Yang, Gang Cheng, Xun Chen, Dundun Wang
During pyrolysis of tobacco rob (TR), the operating parameters such as the temperature, the heating rate, and residence time and particle size affect the process and result of the pyrolysis. Some of these parameters have been closely considered but the particle size of TR is often ignored. In this study,...

The Dilemma and Countermeasures of China's Manufacturing Industry Development

Qianqiu Luo
At present, as China's income gap is widening, consumer demand insufficient, the consumption structure unbalanced, the manufacturing industry is also facing the dual pressures on technology and market. This paper argues that the market pressure China's manufacturing industry is facing is on the one hand...
Proceedings Article

A New Improvement of Damping System Analysis Method

Jingfang Shen, Jie Wang, Zifeng Dai, Panzhong Lu
There were a lot of research on the error truncation analysis of the damping system. However, the theoretical methods that in the analysis of vibration structure and dynamic response are complex and diversified, and there is no completely unified theoretical standard. The main contents of this paper...

Research on Vocational Student Personalized Learning Recommended Model

YingHua Zha, QisHen Zhu
With the rapid development of Internet technology, E-learning as a new learning model has been favorable for most higher education, but the overload problems for network learning resources make students difficult to get more available learning resources. This paper discusses the characteristics of vocational...
Proceedings Article

Customer segmentation model based on two-step optimization in big data era

Wei Gao, Huiting Jia, Ruzhen Yan
With the advent of the era of big datasets, real-time data is becoming increasingly important in assisting the decision making process for commercial banks. In this paper, we develop a two-step optimization model (FSGA-FCEN) based on genetic algorithm (GA) and cluster ensemble (CE) for customer segmentation....

Analysis and Research on domestic service customer satisfaction influencing factors —A Case Study of Changchun city

Dongmei Sun
Domestic service as a new industry, the market has its strengths and weaknesses, improve customer satisfaction can promote the healthy development of enterprises. This article reference Model of domestic and international customer satisfaction theory, build the customer Satisfaction Measurement system...

Research and Education in the Contemporary Context of Art History From the Vision to the Art

Weikun Hao
As is known to all, today's art education, its function has been far beyond the scope of training professional art talents. And from the perspective of the status quo of higher art education and skill training compared with history research, history research obviously in a weak position. From the Angle...
Proceedings Article

Bitcoin Present Situation and Its Applied Research

Rong Zhao
The development and orientation of bit-coin is the forefront of currency issue for it is directly related to the currency position of bit-coin and affects the progress direction of the world economy. At present, there are serious differences in people’s discussion about the orientation of bit-coin, the...
Proceedings Article

Research of the Underground Filling Mining Technology of the Gently Inclined and Thin to Medium Thickness Phosphate Ore-body with Soft Interlayer

Xiao-Shuang LI, Yao-Ji LI, Meng-Lai Wang
Taking the east mining area of sixth pit of Jinning phosphate rock of the largest open-air phosphate mining company of Yunnan Phosphate Chemical Group Co., LTD. (YPCG) as engineering background, the study of the mining technology of filling method of gently inclined and thin to medium thickness phosphate...

The Design and Development of a Full Range of Display System for 3D Images Based on Android Smartphone

Haomin Song, Duanqing Xu
With the popularity of smart phones, the demand, that people wish to get a full view of an interested object by smart phones, is increasing. Aimed at the demand, we design and develop such a system, which can all-round displays a 3D object for Android smart phones. This system could be very useful in...

Research on Special Financial Bonds Strategy of Bio-pharmaceutical Industry in Yunnan

Peng Shuyu
Yunnan bio-pharmaceutical industry is one of the important industries of Yunnan economy, whichdeveloped rapidly. However, bio-pharmaceutical industry in Yunnan provinceis also faced with serious financial difficulties. This paper analyzes the necessity of special financial bond strategy of Yunnan biological...
Proceedings Article

A New Adaptability Assessment Algorithm for Camouflage Screen using Super-efficiency DEA

Ling Li, Zhiyao Yue, Heng Liu
In view of disadvantages of conventional approaches such as insufficient ranking, disunity of index dimensions as well as too subjective weights in adaptability assessment of camouflage screen, we proposed a new super-efficiency DEA algorithm to overcome them. Traditional DEA algorithm often runs into...
Proceedings Article

Combinatorial Optimization of Resolution Level for 3D Scene Based on Regional Weighted Information Entropy

Li Che, Fengju Kang
With respect to the problem that traditional combination of resolution level methods for 3D scene either can easily fall into tedious and repeated experiments for interaction design or fail to provide results that conform to human visual habits. In this paper, an intelligent combination of resolution...
Proceedings Article

Time Effect Research of Static Pressure Pile Based on Low Strain Dynamic Test

Jiatao Wang, Wei Zhang
Through the low strain dynamic test in engineerings, we found that the wave velocity is raised with time. Reasons for the phenomenon are analysed with the theory of stress wave propagation. We found that the increasing of the velocity of the test pile is mainly effected by the of lateral soil, because...
Proceedings Article

Research on Short-term Photovoltaic Power Prediction Algorithm Based on Spark and Optimized RBFNN

Baoyi Wang, Zhen Hao, Shaomin Zhang
To overcome the problem of poor accuracy of short-term photovoltaic power prediction, This paper proposes a short-term PV power prediction algorithm based on radial basis function neural network(RBFNN) after similar day clustering on solar irradiance and air temperature as the input variables; At the...

An Immune-inspired Adaptive Automated Intrusion Response System Model

Ling-xi Peng, Dong-qing Xie, Ying Gao, Wen-bin Chen, Fu-fang Li, Wu Wen, Jue Wu
Pages: 808 - 815
An immune-inspired adaptive automated intrusion response system model, named as , is proposed. The descriptions of self, non-self, immunocyte, memory detector, mature detector and immature detector of the network transactions, and the realtime network danger evaluation equations are given. Then, the...
Proceedings Article

Multiscale model for progressive damage prediction of carbon/epoxy laminates under thermal-mechanical loading

Wan-lei Liu, Xin-long Chang, Xiao-jun Zhang, You-hong Zhang
A multiscale model based bridge theory was proposed for the progressive damage analysis of carbon/epoxy laminates under couple laser and mechanical loading. The ablation model was adopted to calculate ablation temperature changing and ablation surface degradation. The polynomial strengthening model of...

Bipolar Fuzzy Graphs with Categorical Properties

Hossein Rashmanlou, Sovan Samanta, Madhumangal Pal, R.A. Borzooei
Pages: 808 - 818
Theoretical concepts of graphs are highly utilized by computer science applications. Especially in research areas of computer science such as data mining, image segmentation, clustering, image capturing and networking. In this paper, we discussed some properties of the –complement of bipolar fuzzy...

A Novel ACO-Based Static Task Scheduling Approach for Multiprocessor Environments

Hamid Reza Boveiri
Pages: 800 - 811
Optimized task scheduling is one of the most important challenges in parallel and distributed systems. In such architectures during compile step, each program is decomposed into the smaller segments so-called tasks. Tasks of a program may be dependent; some tasks may need data generated by the others...
Proceedings Article

Study on Vibration of Hypoid gear with backlash

Dequan Jin, Huibin Li, Huichao Gao
The hypoid gear pair is a main part of driving axle and it is one of the main sources of vibration and noise in the automobile transmission. Study on mechanisms of vibration and noise of the hypoid gear pair, and investigating on reducing its vibration and noise are of great significance. Firstly, a...
Proceedings Article

Variations of Bergman Kernels for Some Explicitly Given Families of Planar Domains

Y.Y Wang
We study the parameter dependence of the Bergman kernels on some planar domains depending on complex parameter? in nontrivial ``pseudoconvex" ways. Smoothly bounded cases are studied at first: Itturns out that, in an example where the domains are discs, the Levi form for the logarithm of the Bergman...
Proceedings Article

A Novel benefit model for virtual machine resources allocation

Huowen Jiang, Huiyun Zhang, Huanliang Xiong
Virtual machine technology is widely used in cloud computing. This paper put forward a benefit model aimed at optimal allocation of virtual machines of cloud data center. Differentiate service levels according to the service response time, calculate profit and fines according to the satisfaction conditions...

Discussion on Practical Teaching System of Accounting Major in Independent Colleges

Haiyan Sun
The number of students in accounting major of independent colleges has increased rapidly over the past few years. How to build the practical teaching system of accounting major and what to be done to develop the practical ability of students in this major, has become the problems of the teachers in accounting...
Proceedings Article

The crystal structural of the Er10Ga3Si3 ternary compounds

Changsheng Qin, Lei Hu, Chao Zeng, Bing He, Ming Qin
A ternary compound Er10Ga3Si3 was synthesized and studied by means of X-ray powder diffraction technique using Rietveld methods. The ternary compound Er10Ga3Si3 crystallizes in the hexagonal structure, space group P63/mcm (N0.193) with the Mn5Si3 structure type and lattice parameters a= 8.3595(1) , c=6.3095(1)...
Proceedings Article

On Problem and Solution of Power Project Management

Xiaolong Liu
As an important branch of management science, project management has been developed greatly and especially widely used in power project. However, complexity of power project leads to a series of problem for the management of power project. This essay aims to analyze the real problems in power project...

HRM Strategies for Enhancing Competitiveness of Culture Creative Industry: Based on Literature Reviews

Yu Song, Guang Chen, Yuchen Zhang
This paper explores the development of cultural and creative industries in China and primarily the relevant literatures have been sorted out. Focusing on promoting industrial competitiveness, it concludes that HRM is of the utmost importance for the industries. The study symmetrically reviews literatures...

Research on the Application of Maker Education in K-12 Science Curriculum

Wanqiu Liang
With the continuous development of science and technology, higher requirements are put forward for K-12 science curriculum education. A series of new teaching forms have been widely applied. Meanwhile, as a new type of teaching mode, maker education has been practically applied in the K-12 science curriculum....

Research on the Refined Management of Research Projects of Finance and Economics University.

Jia Liu, Wei Wen, Yanjie Li
Basic research in our country is in the new stage of the innovation and development , it is also the depth adjustment of the innovation system of science and technology system . For strengthening the construction of a think-tank and science communication, the development of scientific research in higher...
Proceedings Article

A Recommendation Algorithm Uses Contribution Factor for Selecting Influential Neighbor

Yuan Xie, Lei Ding
Collaborative filtering recommendation algorithm based on KNN neighbor selection does not consider the blind follower of neighbors when selecting neighbors, which causes some neighbor users to play a minor role in predicting the target user's scoring of unknown items. In response to this problem, a contribution...

Language Conditions in Central Asian Countries and the Development of Chinese Language Education

Ziqiu Wei
The language policies of Central Asian countries are characterized by text Latinization, language localization, and diversification of foreign language teaching. Against the background of the rising status of Chinese, it’s necessary for Chinese teaching to establish and spread correct concepts, promote...

The Development Research of Digital Technology in Russian Theater Stage Design

Ying Zheng
Stage art design is a creative part of drama integrated art as well as an integral part of art design and modern human design system. In the era of rapid development of informatization, profound changes have taken place in people's ideas and concepts. Advanced science and technology have broken the boundaries...

Analysis of the Twin Relationship between “Visual Schema Language” and Painting Art

Songlin Li
In this paper, the development and current situation of “painting art” and “visual schema language” are briefly described with time as the clues, and comparisons are made from a variety of perspectives. The results show that in spite of the close relationship, their ontological significance and development...

Changes of Japanese Phonetics

He Wang
In this era of globalization, only learn our own language is not good enough to adapt it. Although the relationship between Japan and China is tense, Japanese and Chinese are inextricably linked to each other. Japanese as part of the language is also a kind of culture, so that we should get to know it....
Proceedings Article

Path-following control of remotely operated vehicle based on improved hybrid fuzzy PID control

Lei Zhang, Jia-Wang Chen, Yu-Xia Sun, Shuai Hao
A remotely operated vehicle (ROV) is essentially an underwater mobile robot that is controlled and powered by an operator outside of the robot working environment. The issue of 2D path-following control of ROV was studied. Based on single-input fuzzy controller expressed in analytical form, an improved...
Proceedings Article

Computing Concept Lattices with Clustering Approaches

Lishi Zhang, Dehong Wang, Xiaodong Liu
In this paper, cluster analysis based on distance function [1] is investigated, then a clustering algorithm is created for the objects in formal concept context, analysis is a field of applied mathematics based on mathematical analysis of concept and conceptual hierarchy, under this clustering, we only...
Proceedings Article

Study on Reconstruction of Heat Flux in Moving Boundary

Zhijian Wu, Jing Feng, Xueyan Zhang, Aixia Zhou
The initial boundary value problem for parabolic equation with Neumann boundary condition is a kind of classical problem in partial differential equations. In this paper,we consider a heat inverse problem with moving boundary. By introducing a density function for potential method, thisproblem is essentially...
Proceedings Article

A wireless networking architecture using MANET for mobile communications of remote pastoral areas in Tibet

Cao Huang, Xiaojun Guo, Zeguo Liu
To support mobile communications in remote pastoral areas of Tibet effectively, this paper proposes an integrated wireless networking architecture using MANET. The sparse mobile users, assisted by the solar-powered multi-functional standing station mainly on networking maintenance and routing arrangement,...
Proceedings Article

Research on the Lifetime Estimation of Secondary Connections Using the PRP M/G/1 Queuing Network Model

Ekendeke Ndiomo Maurice Junior, Bin Guo
Allocated Spectrum band has always been a limited resource; being later a more challenging issue due to the growth of user demands. The past decade is marked by important changes in spectrum access through especially cognitive radio technology. Here, spectrum access issue can be studied in all the different...
Proceedings Article

A Survey on the Role of Motivation and Attitude in Second Language Learning of Chinese College Students

Lili Tong
Motivation and attitude play a vital role in second language learning. Therefore, how Chinese students can be greatly mo-tivated in their foreign language learning should be studied at great length in order to achieve more efficiency in learning. This survey was conducted by investigat-ing how instrumental...

Effect of Rural Social Pension Insurance on Total Retail Sales of Consumer Goods

Xiaoyan Huang, Zhiyi Ren, Yilin Gao
Based on data of 31 provinces of China in 2019 collected from the National Bureau of Statistics, this paper explores the impact of the number of urban employees’ endowment insurance on the total retail sales of social consumer goods in different provinces in China. Taking the population, per capita disposable...

The Implementation of Character Education Integration for the Effectiveness of Human Resource Development in the Department of Geography Education; Faculty of Social Sciences UNIMA

Grystin Sumilat, Xaverius Lobja, Kalvin Andaria
The problem in this study is the weakening of the character of students with the emergence of horizontal conflict; promiscuity; free sex among students; and getting drunk. Even in the teaching and learning process; there were cases of plagiarism on scientific works; manipulation of signatures and grades;...

Transparency of Higher Education in a Digital Reality: A Reset in Open Education

R.T. Timakova, A.V. Maiseyenko, R.V. Iliukhin
Global expansion of the digital space on a global scale and identified the phenomenon of the digital divide as a result of advancing development of digital economies in industrialservice States requires improvements in the system of higher education for diversification of priority directions of preparation...