Advances in Intelligent Systems Research
19516 articles
Proceedings Article
Research on E&P Efficiency Metrics to support SKMIGAS Mission utilizing CRISP-DM Methodology
Bobby Suryajaya, Frieda Putri Aryani, Uma Bala Devarakonda, Alva Erwin
SKK Migas has mission to supervise and control activities of upstream Oil & Gas. It is believed that by knowing efficiency level of each PSC Contractor, improvement programs can be more effective and directly hit the objective. This paper discusses research proposal on efficiency metrics using data mining...
Proceedings Article
Research on Force-directed Algorithm Optimization Methods
Lingling Wang, Xianshui Wang, Qiuquan Wang, Mei Xu
In view of the fundamental Forces-directed iteration the shortcoming of the slow speed, In this paper, using the method of Hyper node and Multilayer method to improve the algorithm and applied to the large-scale graphics drawing automatically, Hyper node Method is the distance of the vertex as a Hyper...
Proceedings Article
Spiral QAM Modulated CO-OFDM System with Increased Tolerance toward Laser Phase Noise
Li Chong, Chen Lin
To mitigate the phase noise, we propose Spiral QAM in CO-OFDM. Simulation results, based on 40-GS/s CO-OFDM systems, show that 16 Spiral QAM can increase the phase noise tolerance, as compared to square 16 QAM.
Proceedings Article
The research on Chinese college curriculum reform based on post-modern curriculum theories
Taifu Lv
With the development of economy and society, the Chinese university education becomes increasingly popular and also faces many difficulties in which the curriculum reform is the core for modern university reform. The post-modern curriculum theories by Dole affect the university curriculum reform greatly....
Proceedings Article
Apply out-side mold decoration technique to Cosmetic Package Design
Shih-Wen Hsiao, Chih-Huang Yen, Chu-Hsuan Lee
To conform to fashion tendency and market requirements, cosmetics always pursue for fashion and innovation, thus package design is confronted with problems of limited design elasticity, complex follow-up job sequences, environmental pollution caused by technology and cost of high reject ratio. The essay...
Proceedings Article
Efficient Query for Historical Data in Evolutionary Algorithm
Jie TIAN, Pan YAN, Huiwen HUANG
For the time-consuming problem in calculating the fitness value, this paper proposes a hash bucket with precision mechanism for a quick query of the data in the neighborhood of a particle. In order to establish a balance between the calculation accuracy and utility, it uses the hash tables with precision...
Proceedings Article
An Innovative Design of Vibratory Feeding System for Teaching Purpose
Liang Han, Ye Guo
Vibratory feeding plays a key role in assembly automation. However, there is still no effective professional instrument to explain and demonstrate the principle of the parts conveying. Thus an innovative vibratory feeding system for teaching purpose is designed in this paper, which includes the demo...
Proceedings Article
Research of Terrain Aided navigation system
Xiaoxu Chen, Chunguang Wang, Xin Wang, Ming Ming, Deming Wang
Terrain aided navigation system is called the fourth generation of navigation system, this paper analyzes some key technologies of terrain aided navigation system and analyzes the factors that affect the terrain aided navigation system positioning accuracy, proposing solutions to improve the positioning...
Proceedings Article
Effective Recognition and Statistic of Engagement Resources in Persian Discourses
W. Li, W.Y. Liu, M.Z. Yi
Appraisal theory has been focused on by more and more scholars because of its powerful function of analyzing interpersonal meanings, which not only pays attention to the contents and structure of discourses, but attaches more importance to speakers’ or writers’ attitude, stance and emotional tendency...
Proceedings Article
Evolutionary Optimization of complex Systems in Uncertain Environments
Yaochu Jin
This talk aims to discuss the main challenges in evolutionary optimization of complex systems to bridge the gap between the academic research and the urgent demands from industry. We will show that, while solving “hard” problems, such as multi-modal and strongly correlated problems, multi-objective optimization...
Proceedings Article
The Design of Demand Teaching Mode based on the Pattern of Hierarchical Teaching Model
Xufu Peng, Hongli Wang
In view of the present chaos, the authors describe the teaching mode and the fuzzy relationship between modules inside the teaching mode, studies and builds the pattern of ‘Four, Five’ hierarchical teaching model. With the description of logic layer, conceptual layer, application layer and implementation...
Proceedings Article
Finite Element Simulation Analysis and Verification of Broadband Silencers
Y.C. Liu, Y.C. Huang, Yunjhe Tang, Yungfang Chen
Silencers have widespread applications. In industrial settings they are used at large-scale combustion, gas turbine, blower and compressor system junction points to control noise. The most common methods of noise elimination via silencer are varying of the size and cross-sectional area of the transmission...
Proceedings Article
Deep Learning Applied to Smart Home Face Recognition Access Control System
Shuangye Chen, Shuangchun Ding, Hanguang Fu, Yaoshan Xian, Xinqi Liu, Chaocun Zhang
With the development of embedded technology and Internet of things technology, smart home has developed rapidly in recent years. At the same time, deep learning also has brought breakthroughs. The application of deep learning to smart home system can bring a good user experience and increase security....
Proceedings Article
Research on the Algorithm for Solving the Indoor Vision Positioning Model of Mobile Robot
Guangbing Zhou, Baosheng Shen, Jie Yan
In the analysis of the features and properties of camera based on the data, constructs the projection model and error model positioning calculation model, expanded beam method traditional adjustment model is only for image observations are optimized, constructed model with two or three dimensional positioning...
Proceedings Article
Navigating New Waters: Indonesian Muslims Practicing Islam in A Taiwanese University
Donne Jone Panizales Sodusta, Ricky Setiawan, Beni Setiawan
This phenomenological study sought to understand the lived experiences of Indonesian international students studying in Taiwan and their practice of Islam. An open-ended questionnaire was first administered to a group of Indonesian students in a Taiwanese public university then three interviewees were...
Proceedings Article
Development and Research of Root File System Based on Cortex-A8 Microprocessor
Li Zhou, Maoqun Yao
The root file system is an integral part of the embedded Linux system. Busybox is used in the embedded environment to build a root file system, the paper mainly studies how to complete the root file system based on Busybox. This article by root in the ubuntu configuration, compile Busybox and build the...
Proceedings Article
Neuro Fuzzy Control system for Distributed Generation Plants
Yury Bulatov, Andrey Kryukov
The transition of electric power industry to a new technological platform based on the concept of smart power grids with an active-and-adaptive network will allow to increase the efficiency of control, durability and reliability of power supply systems. The idea of applying the intelligent algorithms...
Proceedings Article
Development of Web-Based Module Programming Basics Lesson in X Class Vocational High School for Software Engineering Expertise Program
Rhd. Arqom Ahmadi Dwiloka, Syaad Patmanthara, Aji Prasetya Wibawa
Basic computer programming is one of the subjects that is applied to the X-class department Software Engineering as the basis for the development of advanced programming. On subjects basic programming there are some basic competencies include understanding and skills. Research and development is intended...
Proceedings Article
Using DEM Data Simulation of SAR Image Based on Range-Doppler Model
Dongjian Xue, Jie Zheng, Wanqiu Li, Lulu Su, Chengrao Li
Based on the analysis of SAR imaging geometry and characteristics of satellite orbit parameters, This article mainly introduces RD location model, radar equation, backscattering model, principle of simulating SAR image and so on. The Range Doppler (RD) geo-location model is used to calculate the position...
Proceedings Article
Research of Cross-listed stocks' price correlation in the case of Shanghai-Hong Kong Stock Connect program
Tiansheng Xu, Xiaokang Wang, Zongzheng Xi, Jiong Zhang, Jing Gao
With the continuous development of global economic integration and regionalization, since the 1980s, a growing number of emerging economies in the securities market choose to open itself in the international market for finance with cross-listings. Hong Kong as a special administrative region of P.R.C,...
Proceedings Article
A Measure Method for Indiscernibility in Imperfect Information System
Jiye Liang, Jifang Pang
Traditionally, the information system is assumed to be perfect, i.e. attribute values are not missing and supposed to be precise. In fact, imperfect information system is always existent. In this paper, based on imperfect information system (include missing data and imprecise data), the concepts of indiscernibility...
Proceedings Article
Singularity Analysis for Three Materials Junctions
Tian Shuai, Xu Yazhou, Wu Zhixue
The eigenvalue is an important parameter to represent the stress singularity on the singular point of dissimilar linear elastic material wedges. An Airy stress function method has been used to calculate eigenvalues of the bi-material and trimaterial junctions by varying an interface angle 1 from 0-180°...
Proceedings Article
An Improved Personalized Recommendation System Research
Xingyuan Li, Qingshui Li
In order to find information of interest and found valuable information resources in enrich Internet data. This paper describes a personalized recommendation system, personalized recommendation system is an intelligent recommendation system to help e-commerce site for customers to provide complete personalized...
Proceedings Article
Resource-sharing Construction of Area E-government Information Based on Cloud-computing
Linna Huang, Baoguo Gu
Cloud computing, with superior computing power, low-cost and high-security, will be applied to the resource-sharing area of E-government information with great significance and value. From the point of theory, technology and practice, it is scientifically feasible to build a cloud-based E-government...
Proceedings Article
Wind Power Forecasting Based on the BP Neural Network
Jiandong Mao, Xiaojing Zhang, Juan Li
Accurate short-term wind power forecasting has important significance to safety, stability and economy of power system dispatching and also it is a difficult problem in practical engineering application. In this paper, by use of the data of numerical weather forecast, such as wind speed, wind direction,...
Proceedings Article
The Empirical Research on Public Service Motivation of Civil Servants in the Basic Level Government: Taking the Sub-district Offices in Kunming as a Case
Xiujuan Zheng
Adopting the Perry’s public service motivation scale and Coursey ? Pandys’ classification method of three-dimensions, the paper investigates the public service motivation of civil servants in the basic level government in Kunming city, Yunnan province. In a word, the paper drew the following conclusion:...
Proceedings Article
Applications of Orthogonal Matching Pursuit in Compressed Sensing
Jingfan Long, Xiujie Wei, Peixin Ye
In this paper, we study the efficiency of compressed sensing by using Orthogonal Matching Pursuit (OMP). We show that if a Matrix ? has coherence less than 1 /20K0:8 and satisfies the Restricted Isometry Property (RIP) of order [CK1:2] with constant ? = cK ??0:2, then a K-sparse signal x can be recovered...
Proceedings Article
RESTful Digital Web Services for Market Price Forecasting with RAn Application on Equity Markets Using Garch Models
Mihai Calciu, Christiana Tudor
Web services (WS) are originally and typically SOAP (Simple Object Access Protocol) based. SOAP based web services offer a powerful architecture and communication protocol that allows model based marketing decisions support (MMDS) to be integrated, served and get discovered over the Internet. Lately...
Proceedings Article
Research on the Construction Technology of University Data Resource Catalogs Based on Machine Learning
Ying Zhang, Ying Guo, Shangxu Liu, Xiaohan Yang, Bowen Sun
Currently, in the process of information system construction in universities, the diverse construction of various departmental business information systems leads to issues such as the diversification of data characteristics and the phenomenon of information silos. This paper aims to construct a unified...
Proceedings Article
Prioritization of Oro Kopi Gayo Company Performance Measurement Indicators Using the Extent Analysis Method on Fuzzy Analytical Hierarchy Process
Budi Irwansyah, Yenny Suzana, Najirah Umar, Yuliana Mose, Juhendrifansyah
This research aims to determine the prioritization of factors of green innovation in coffee company performance measurement indicators under uncertainty conditions. Using the extent analysis method on Fuzzy Analytical Hierarchy Process, this paper evaluates green technological innovation criteria, green...
Proceedings Article
Automated Detection of Tuberculosis Based on Cantilever Biosensor
Bali Thorat, Mukti Jadhav
Mycobacterium Tuberculosis is one of the most hazardous disease. Universally millions of people are suffering from this dangerous disease. Number of detection techniques are available, but due to its complex structure this infectious disease not get diagnose easily and within time. To prevent spreading...
Proceedings Article
Research on the Statistical Analysis Technology of Power Grid Engineering Project Category Cost Based on Big Data Analysis Technology
Hongyi Chen, Huiying Wu, Minquan Ye, Biao Chen
For power grid engineering projects, the project consists of a number of projects to clear a certain amount of engineering, the completion of the project involves a series of different categories of costs, the existing technology of these categories are usually defined as labor costs, mechanical equipment...
Proceedings Article
Cryptanalysis of an Implementation of TTM Cryptosystems Based on Q2k -module
Hong wei Tao
TTM cryptosystems proposed by T.Moh are very fast due to the properties of tame automorphisms and small finite fields. The success of the first implementation of this system relies on the construction of Q8-module. Unfortunately, Jintai Ding and Timonthy Hodges have defeated it by decomposing function...
Proceedings Article
About Enterprises' Need for Human Resources Training
Shanshan Xu
In the era of knowledge economy, human resources training for enterprises is given new functions. Training now aims at the creation and sharing of effective knowledge in a broader sense. Today, enterprises need to reach their business goals, while organizations need to reach their goals, obtain resources...
Proceedings Article
Chinese Question Classify Model Based on Interrogative Semantic Unit
Yue Hu, Bo Liu, Shouwei Zhang
The concept of interrogative semantic unit was proposed, recognition algorithm for interrogative semantic unit was provided on the basis of this concept, and question classification was carried out by combining interrogative semantic unit with HowNet. The test shows that this method obtains good classification...
Proceedings Article
Research on Reliability and Validity Based on Computer Fractal Theory and Structural Equation
Rongyuan Wang
The teachers' professional identity is the synthesis that includes the teachers’ positive cognition, experience, behavioral tendency of the profession and the internalization of professional role. It is a kind of teachers’ positive attitude related to the profession. This study analyzes the present situation...
Proceedings Article
Identity-based Remote Authentication and Key Agreement Protocol with Anonymity
Jianjun Zhang, Qiwu WU
Most of the existing identity-based remote authentications with key agreement schemes are not designed for protecting user’s privacy. If the users’ identity is sent with plaintext in the authentication with key agreement scheme, the attackers can track the users’ action trajectory. This paper presents...
Proceedings Article
Three-Way Crossover Network by Using Bernstein Polynomial
V. Chutchavong, S. Poungpayom, O. Sangaroon, K. Janchitrapongvej
This paper presents the design of the three-way crossover network by using Bernstein polynomial. The Bernstein polynomial is applied to the Bernstein filter which has the best characteristics with more advantages. For example, it has a maximally flat magnitude, a linear-phase and a maximally flat delay...
Proceedings Article
Eigenenergies of a Nanoscale Symmetric Double Triangular Quantum Well in Double Gate InAlAs/InGaAs HEMT
Neha Verma, Jyotika Jogi, Enakshi Khular Sharma
This paper presents the analytical calculation of the eigenenergies for a nanoscale symmetric double triangular quantum well (DTQW) in double gate InAlAs/InGaAs HEMT. The symmetric double triangular quantum wells formed by two similar heterostructures are separated by a barrier in the InGaAs channel....
Proceedings Article
Legal Process of Deposit Disputes in Commercial Bank
Hailing Wu, Yanmei Huo
Various kinds of deposit disputes constantly happened in social life. Due to different cognition, the processing of similar disputes in local courts varies greatly. Analyzing deposit disputes and following the appropriate legal principles for classified processing can unify cognition and judgment, so...
Proceedings Article
Research and Applications of Cloud Desktop
Xia Liu
With the development of information technology, enterprises are increasingly challenged in internal IT equipment management. A huge number of PC devices made enterprises’ daily management of employees’ personal computer a complex task, and enterprises often need to invest lots of manpower and resources...
Proceedings Article
An Approach for Quality Measure of Association Rule Based on QL-implicator
Wen-qi Wang, Qiang Li
To solve the low resolution of fuzzy association rule in airborne radar data mining using traditional quality measure, a fuzzy support degree improving approach based on QL-implicator was presented. Distinguished from The traditional approach which positive example was gained, non-counter example was...
Proceedings Article
Chinese Higher Education Enrollment Policy: Fairness of System for Students’ Choice of University
Muhammad Azeem Ashraf
China has made a great progress in the expansion of higher education system in recent years. The enrollments into higher education institutes has been increased from 3% in 1991 to 27% in 2010 and it is projected that gross enrolment rate in higher education will increase to 40% by 2020. China has made...
Proceedings Article
2-Hop Neighbors Table Based Broadcasting Algorithm in Ad Hoc Network
Leqiang Bai, Ye Tian, Jing Dai, Jingjing Sun
In order to reduce redundant forwarding nodes and transmission delay, this paper proposes a 2-hop neighbors table based broadcasting algorithm. The proposed algorithm introduces two conceptions which are in-degree of two hop neighbor nodes and out-degree of neighbor nodes. It can reduce the number of...
Proceedings Article
The Gray GM(1.1) Prediction in Wheat Production of Shandong Province Based on the MATLAB
Qianqian Zhang, Jie Yang, Yingchun Zhang, Mingchuan Ji
MATLAB is a kind of software which has powerful computing capabilities. This paper used the MATLAB software to computing the gray GM(1.1) prediction model, and establish the gray GM(1.1) prediction model based on historical data of production of wheat in Shandong Province. Through residual test, the...
Proceedings Article
The Application of Media Asset Management System in Television Program Operation
Xi Wang, Haining Dong
Summarized the related concepts of the Media Asset Management System. Detailed analyzed the application of Media Asset Management System in the Television Programme in operation. The Media Asset Management System will enhance the core competence of TV media, reconstruct the value chain of TV media which...
Proceedings Article
Discussion on the Graduate Cultivation Mode of Innovative and Entrepreneurial Full-time Professional Degree
Huaqiang Zhang, Hongbo Shi, Hannan Fang
According to the requirement of classification cultivation mode and the features of cultivating the applied professional degree for graduate students, an innovative and entrepreneurial full-time professional degree cultivation mode is discussed from the aspects of training objectives, training program...
Proceedings Article
Research on Energy Consumption Modeling Method for Multi-Type Hybrid Applications
Fengyu Guo, Xiaoying Wang
With the rapid development of cloud computing, a large number of datacenters were built. These datacenters provide excellent computing resource and service to people. However, they also bring huge energy consumption at the same time. Scientists all around the world try to solve this problem, for which...
Proceedings Article
Large-Scale Data Storage and Management Scheme Based on Distributed Database Systems
Qiao Sun, Buqiao Deng, Lanwei Fu, Zhiqiang Wang, Xubin Pei, Jiasong Sun
The existing distributed database management system can realize the data storage with high access bandwidth through the cluster, which has the characteristics of reliable data replication and fault detection and fast automatic system recovery. However, with the existing network platform software and...
Proceedings Article
Integral Sliding Mode Output Feedback Control for Discrete-Time Systems with Uncertainty
Tao Liu, Hengliang Tang
A new design method of integral sliding mode control based on fast output feedback is presented for discrete-time systems with uncertainty. A new control scheme is characterized by fast output feedback and new integral sliding mode manifold. It will be shown in this work the stability and dynamic performance...
Proceedings Article
The Application of Association Rules Mining in the Analysis of Students' Test Scores
Jigang Zheng, Jingmei Zhang
Data mining from large amounts of data to extract efficient,implicit,potential useful knowledge and information,it has in many other areas has been successfully applied.However,the application in the field of education is relatively less.The central work of institutions of higher learning is teaching,the...
Proceedings Article
Coordinate Basis Transformation Based Linearisation Method for Ordinary Differential Equations
Danlei Ye, Xin Jiang, Guanying Huo, Cheng Su, Zehong Lu, Bolun Wang, Zhiming Zheng
In this paper, a linearisation method for nonlinear ordinary differential equations based on coordinate basis transformation is proposed. In order to transform a nonlinear equation into a linear one, we introduce a general framework to extract the coordinate basis of the differential system. Actually,...
Proceedings Article
A Study on the Educators' Basic Quality of Traceless Strengthening Educational Activity
Hong Yang
The educators' basic quality of traceless strengthening educational activity is researched in detail. First, the unqualified educators, the good educators, and the excellent educators defined in detail. Second, the basic quality possessed by the educators is given, and sense of responsibility, organizing...
Proceedings Article
The Analysis of Influence Factors and Identification of Speaker-Dependent Primi Speech Recognition
Lin Guo, Yang Bai, Jie Su, Wen-lin Pan, Tian-jun Zhang
The research object is an endangered minority language of Primi on the southern dialect. This paper takes isolated-word of Primi as the primitive and uses large vocabulary of speech corpora based on HTK. The effect of different quantity of vocabularies, the sample ratio of training and testing, and the...
Proceedings Article
Design of a Power Amplifier using MESFET at 2.7GHz ~ 3.1 GHz
Junsheng Li, Jian Tang, Yunhui Jiang, Fei Yu
In this paper, a linear power amplifier with MESFET tube is simulated and optimized by the application of ADS software and S parameter method. The MESFET tube is a kind of low distortion power FET provided by the company of Excelics and its tag is EFC480C. After optimizing the size of the power amplifier...
Proceedings Article
Lipase Catalyzed Naproxen Methyl Ester Enantioselective Hydrolysis in Ionic Liquids
Shengbo Gao, Quanhui Li, Tingting Yao, Zhengyang Wang, Luoyun Zheng, Jiaying Xin
A series of dialkylimidazolium ionic liquids with various anions including hexafluorophosphate alkane sulfonate and tetrafluoroborates were studied in the lipase-catalyzed enantioselective hydrolysis. Lipase activity,stability and enantioselectivity were determined by both of alkane and anions. In the...
Proceedings Article
Fuzzy Sets, Cut Systems and Closure Operators in Sets with Similarities
Jirí Mockor
Closure operators defined on various sets (set of all classical fuzzy sets, set of all semi-cuts, set of all cuts in a Q-set, etc.) are investigated and it is shown how a closure operator defined on one set can be extended to a closure operator defined on another set.
Proceedings Article
Digital design and monitoring of farming systems
Nikolai Stepnykh, Olesya Zhukova, Arthur Zargaryan
In the course of digitalization, not enough attention is paid to the design and monitoring of farming systems that in most cases are created in text format on paper and electronic media. This form does not meet the requirements of information technology development of the industry and the needs of agricultural...
Proceedings Article
Processing of Big Data Streams in Intelligent Electronic Data Analysis Systems
Anastasia Iskhakova
This article is devoted to a problem of design of a system of collecting and stram data processing in the virtual environment. Information in the Internet is presented in the form of diverse electronic material which for a person is today also a source of information about the outside world, both entertainment,...
Proceedings Article
Parameter Estimation of Exponential Distribution
Jing Zhao, Gang Wu, Chao Zhao, Haitao Wang, Xinyu Cao, Fan Zhang
In this paper a new parameter estimation method is given in view of another common situation of exponential distribution (stipulate monitor time, in each monitor time observing the number of expired sample, namely do not observe exact time). The properties of this estimate is also discussed. Simulation...
Proceedings Article
The Improved Genetic Algorithm Used to Optimize Gabor Filters for Vehicle Detection
Dajiang Jin, Lan Long, Jiye Zhang
Our focus in this paper is on using the improved Genetic Algorithm (IGA) to optimize Gabor filters for vehicle detection. The Gabor filters parameters are encoded in a chromosome and optimized using genetic operators. Considering the deficiency of the traditional crossover operator at global searching,...
Proceedings Article
Dynamic performance of a pure electric vehicle experimental analysis
Tan-li WANG, Chang-hong CHEN, Shi-zhan GAO, Xing-quan LI, Ying-xiao YU
On the basis of analysis of the slop and accelerate inertia force affect on the driving force, this paper propose a calculate method of the maximum driving force and gradient based on the acceleration of the flat road and slop. The result show that the proposed calculate method of electric vehicle maximum...
Proceedings Article
An Algorithm to Find Cycles of Biochemical Systems
Desheng Zheng, Guowu Yang, Xiaoyu Li, Zhicai Wang
Genetic regulatory systems, self-organized systems and other living systems can be modeled as synchronous Boolean networks with stable states which are also called cycles. This paper devises two algorithms based on BDD to compute all the cycles in synchronous Boolean networks and enumerate all states...
Proceedings Article
Noise Margin and Delay Analysis of Half Stacked and Full Stacked SRAM Cell Design
Balwinder Raj
In this paper we propose a half stacked and full stacked SRAM cell design for low power application. This based on the “Stacking Effect of Transistors” with stacking of the driver and the load transistors to reduce the total power consumed in the SRAM cell. The results obtained on basis of proposed half...
Proceedings Article
The Research of Image Feature Matching Method Based on CH-SURF
Zhaodi Wang, Jicai Deng
Since SURF (Speeded-Up Robust Features) algorithm is designed for gray images in feature extraction and recognition tasks, it can't recognize some objects of similar shape but different color. CH-SURF algorithm is proposed,which combines Color Histogram feature and SURF feature together. CH-SURF algorithm...
Proceedings Article
Novel Training Methods Based ANN for the Consumed Energy Forecasting
Arwa ben farhat, adnen cherif
Artificial Neural Networks have demonstrated best effectiveness and excellent scheduling capabilities in realizing many purposes like recognition, clustering, classification, management and even prediction. For this reason, we have used RBF based Artificial NN for the dynamic forecasting of load and...
Proceedings Article
The Effect of Implementing Profile Matching Algorithm on Computation Time on Barebone Type Mechanical Keyboard Recommendations
Herlina Jayadianti, Fathurrohman, Budi Santosa, Dessyanto Boedi Prasetyo, Awang Hendrianto Pratomo
The research aims to determine the comparison of computing time between the AHP method and a combination of AHP and profile matching on a certain amount of data. Apart from that, this research is also aimed at building a system that can provide recommendations for barebone mechanical keyboards based...
Proceedings Article
An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System
Shijie Liu
Continuous systems are physical systems that can be stimulated by continuous and analog variables. The parameters or variables are within a range of values. An excellent continuous controlling policy enables the system to act appropriately and smoothly without much intervention, which can be useful in...
Proceedings Article
Research on the Influence of Different Video Push Modes on User Experience
Tiantong Zhang
With the pace of life accelerating and the development of the internet, short videos have become a main part of people’s daily entertainment. Lots of short video apps and platforms tend to replace traditional video platforms. The development of big data and algorithms helps short video apps easily attract...
Proceedings Article
Addressing English Writing Problems for College Students through Integrated Approaches
Xiu Zeng
Writing is an extremely important means of communication in the modern world, either in the traditional form or through e-mail. However, English writing has long been viewed as a challenge to most Chinese college students because of their weak language foundation, limited expanse of ideas and less targeted...
Proceedings Article
Problems of Molecular Biology teaching for Food Safety and Quality Specialty and reforming idea
Xin Lü, Xiaoni Zhang
Because the people's living standard is keep improving and food safety accidents occurred frequently in recent years, food quality and safety problem, which is one of the most important research field in food science, is increasingly focused on. The specialty of food quality and safety was established...
Proceedings Article
The Countermeasures of Cultivating Study Responsibilities in College English Teaching
Yong Quan Wang
The combination of social responsibilities and study responsibilities in college English teaching is an important subject in foreign language education in college. It is the essential requirement to connect social responsibilities with study responsibilities, which follows the trend of college English...
Proceedings Article
Research on Cost of Fine Coal Enterprises Management
Ming-e Cheng, Yang Tang
The elaborating management, is through the rules of systematization and refinement, standardization, standardization, digital and information technology, make the organization and management units accurate, efficient, collaborative, and continue to run. Cost of fine coal enterprises management will change...
Proceedings Article
The Comet-Based Implementation of Real-Time Drawing Board
Rui Yang, Chongwen Wang
Comet technique can transfer web data from a client to another in real-time, with the comet server as the message freight station. Using this technology to transfer messages has real-time and efficient advantages. In this paper, a web version real-time share drawing system is designed and implemented,...
Proceedings Article
The Development Path Choice of the Modern Service Industry in the Resource-Dependent Cities
Shuling Tang
In some resource-dependent cities, modern service industry is a very low proportion. The development of second industry is inharmonious with service industry. The levels of information, marketization and industrialization are lower. In this paper, we used empirical and normative analysis to make some...
Proceedings Article
Empirical Research on MIS Teaching of Non-professional Information Management
Fang Lu, Ming Yang
Recently, many universities open MIS (Management Information System) courses in non-professional information management. How to improve teaching quality on MIS course of non-professional information management has drawn more and more colleges’ attention. The teaching quality and influence factors on...
Proceedings Article
Innovation in the Curriculum for English Major Students in Chinese Higher Education
Hang Zou
In the context of accelerating globalization, English has become the dominant foreign language in the curricula of educational institutions in China, basically because it serves as the communicative means for global political, cultural and economic exchanges. In such an environment, the curriculum for...
Proceedings Article
A Review of Fractal Tree Antennas
Hongming Zang, Xiaoying Zhao, Xiong Xu, Gonglei Zhang, Jingjing Lu
Fractal tree structures can be utilized to design antennas in order to enhance the performance of the antenna, such as widening the working frequency band while reducing the size of the antenna. This paper summarizes the development process, current research, and the application of fractal tree antenna...
Proceedings Article
Entrepreneurship and the Strategic Transformation of Medium and Small Enterprises
Yuanqing Shen, Zhijiang Liu
In this article, the study on the relationship between entrepreneurship and the strategic transformation of medium and small enterprises leads to the conclusion that the former has an impact on the latter. To be more specific, since entrepreneurship helps to distinguish opportunities and threats, such...
Proceedings Article
Sequential Voting Models with Externalities
Xiaoqin Huang, Yiming He, Liang Li, Guoliang Liu, Wu Chen
Voting is one of the important ways to solve the problem of collective decision-making. Previous work assumes that voters are only concerned about their own preference. However, in sequential voting, voters can see the results of voters who voted before them, such externalities naturally arise in sequential...
Proceedings Article
Fatigue Life Prediction of an Impeller Based on Fracture Mechanics
Lei Wang, Tianzhong Sui
Welding structure is widely used in impellers fitted on the large centrifugal compressor and the crack propagation life prediction is studied based on the fracture mechanics. First the finite element structure strength analysis is carried on the three-dimensional entity model of the impeller, and the...
Proceedings Article
Unsupervised Prediction of Channel State for Cognitive Radio Using Hidden Markov Model
Honghao Wei, Yunfeng Jia, Lin Qiu, Yishuai Zhu
Abstract—The accurate modeling of primary users (Pus) behavior is important and crucial to cognitive radio (CR). The method to detect idle frequencies, not used by primary users’ (Pus’) has been widely investigated recent years. Existing researches need to estimate and select the threshold of the energy...
Proceedings Article
Construction of Data Acquisition and Statistical Analysis Model based on Big Data Processing
Hongsheng Xu, Ganglong Fan, Ke Li
Statistics and analysis mainly use distributed database or distributed computing cluster to analyze and classify the massive data stored in it. The main features and challenges of statistics and analysis are that the amount of data involved in the analysis is large, and the system resources, especially...
Proceedings Article
A General Conceptual Model of Recommendation Based on Multi-Agent Approach
Xunhui Zhang, Tao Wang, Gang Yin, Xinjun Mao, Huaimin Wang
In recent years, recommendation is becoming more and more popular in many fields. However, there are still some problems, such as single point failure, lack of ability to support different devices and etc. To solve these problems, researches have been carried out using multi-agent approach but some new...
Proceedings Article
Study on Merging and Optimization Method of Support Equipment Range in the Development Phase
Xiaoming Kang, Shihong Xiang
Two support equipment range merging optimization methods, i.e. direct optimization method and dynamic programming optimization method, were proposed in this paper. Direct optimization method is more suitable for simple systems with only limited types of support equipment, while dynamic programming optimization...
Proceedings Article
Difference Analysis between Safety Management System and Airworthiness Management System in Civil Aircraft Design and Manufacture Organization
Li Sheng, He Pei, Lu Yao, Li Jing
As a new active safety management method, Safety Management System (SMS) presents a prospective vision of the world's aircraft transport industry on safety management situation. The fundamental purpose of SMS is to make safety management from the current aircraft accident investigation into prior forecast...
Proceedings Article
Models and Methods of Optimal Information Operations Use for System Functioning
Alexander Geyda
The article outlines models of system functioning and methods to use these models for solving problems of optimal information operations use for systems functioning. Models provide means for estimation of information operation effects and as a result, the operational properties of systems and their functioning...
Proceedings Article
Music Emotion Recognition Using a Variant of Recurrent Neural Network
Huaping Liu, Yong Fang, Qinghua Huang
Searching music by emotion has always been strongly needed by users. Since music streaming applications usually have tens millions of music pieces in database, it is impossible to label emotion tags for each music piece manually. It is desired that an intelligent algorithm can recognize emotion expressed...
Proceedings Article
Predicting Pulverized Coal Plasma Ignition Performance by BP Neural Network
Lei Shi, Yi Zhang, Yu-bin Men, Ji Cheng
To make sure the major factors and their influence for pulverized coal plasma ignition(PCPI), the way predicting the PCPI was investigated in this paper. The back propagation(BP) neural network was used to established a prediction model which can study by itself for PCPI. Then the sample database was...
Proceedings Article
Solving Office Ergonomics Problem Using Rapid Upper Limb Assessment (RULA)
Ken Erliana, Fuad Kautsar, Digitha Oktaviani, Dani Yuniawan, Samsudin Hariyanto, Djoko Andriono, Effendi Mohamad, Rizal Firdiansyah
This research took place in the Industrial computation laboratory, where the main function of the laboratory as a place of practical activity related to industrial engineering software for students. From the results of the Nordic Body Map preliminary questionnaire (NBM) showed that the highest percentage...
Proceedings Article
Shielded Metal Arc Welding Electrode Selection Using Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) Method
Raj Bansode, Sanjaykumar Gangurde
An important factor in welding process is selection of appropriate welding electrode. If a wrong welding electrode is selected then it may give rise to various welding defects and ultimately lead to failure of weld. In this paper, best welding electrode is selected from available alternatives of general...
Proceedings Article
Quantitative Spatial Reasoning for General Intelligence
Unmesh Kurup, Nicholas L. Cassimatis
One of the basic requirements of an intelligent agent is the ability to represent and reason about space. While there are a number of approaches for achieving this goal, the recent gains in efficiency of the Satisfiability approach have made it a popular choice. Modern propositional SAT solvers are efficient...
Proceedings Article
The Type-1 OWA Operator and the Centroid of Type-2 Fuzzy Sets
Francisco Chiclana, Shang-Ming Zhou
This paper aims to establish the relationship between two apparent disparate problems: (i) the aggregation of uncertain information modelled by type-1 fuzzy sets via OWA mechanism, and (ii) the computation of the centroid of type-2 fuzzy sets. In order to cut down the computational complexity of the...
Proceedings Article
Ethical Implication in the Government Governance Reform
Zhou Guowen, Li Shuangshuang
Since the inception of the Public Administration, each reform of governance theory and practice implies enormous ethical values and cares ,and every ethical value change will pave the way for government governance reform. The governance modes are closely related to ethical values. The ethical values...
Proceedings Article
The Innovative Study of Jilin Province's Urban Integration Development
Tieyu Liang, Chunjing Ma
As a big agricultural province, Jilin Province has a large agricultural population and agricultural land. In the process of urban integration, it is of great significance to solve the problems of migrant workers as well as land for promoting the healthy development of urban integration in Jilin Province...
Proceedings Article
Research on a Scheme for Improving the Chord Routing Algorithm
Xiaobin Wang, Qingjun Wang
The research and application on Peer-to-Peer (P2P) is a topical issue in the present computer network field. The current P2P systems can be separated into two types. One is structured and the other non-structured. The Structured P2P system is based on the principle of DHT which aims to solve some of...
Proceedings Article
Evaluation of Energy Efficiency with a Viewpoint to Urban Sustainable Development
Gao Yujie, Wang Zhuoyu, Yin Yanhong
This paper proposes a quantitative method to evaluate the energy efficiency of individual consumption behaviors. Energy consumption is determined by consumption of three kinds of goods: composite goods, car trips and mass transit trips. A model is developed to estimate the individual daily consumption...
Proceedings Article
Biological Industrial Policy of Japan and Republic of Korea
Guijie Li, Qiang Wang
This essay analyzes the history and status quo of biological-industry policies in Japan and Republic of Korea. The Japanese government propels the development of biological industry by optimizing development strategies, increasing investment, promoting the combination of government, industry and schools,...
Proceedings Article
A Research on High Availability Mechanism of Virtual Machine Based on Ceph
Xiaolin Yi, Jie Sun, Fan Zheng, Deyue Peng
In the computer world, virtualization technology has immersed into the IT world of all levels. The use of the virtual machine increases the utilization rate of physical host resources greatly increased, but how to ensure the high-efficiency and reliable operation of the virtual machine remains an open...
Proceedings Article
Easy and pleasant learning concept in optical design
Ilya Mimorov, Vladimir Vasiliev, Irina Livshits, Roman Anitropov
This is important to understand and take into account when creating new educational programs. ICT plays an important role in this process because current generation is already accustomed to use it in everyday life. "Written" lectures, tutorials and books are much less popular than internet resources....