Data Analysis and Optimization of English Reading Corpus Based on Feature Extraction DOI Creative Commons
Nengwei Fan

Mathematical Problems in Engineering, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 7

Published: Aug. 31, 2022

In order to solve the difficulties faced by English reading teaching, this paper proposes a feature extraction-oriented method for data analysis and optimization of corpus. This specifically includes evaluation vocabulary coverage, comparing value distribution two sets textbooks in helping students master core adapt environment as soon possible, testing whether teaching three can enable learners reach level free corresponding materials, gradient be line with average language required materials. The experimental results show that, compared blog-1565 based on four authoritative word lists, coverage tutorials has reached 91.8% 93.7%, respectively, improved 96% 97.4%, after optimization. Conclusion. It is proved that corpus extraction play directional role current reading-related textbooks.

Language: Английский

Influence of High-Protein Food on Physical Function of Athletes DOI Creative Commons
Shengze Liu, Nan Wen, HanTao Su

et al.

Journal of Food Quality, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 8

Published: Aug. 4, 2022

In order to explore how high-protein foods can achieve effects on athletes’ bodies, the authors propose a study based physical performance. This method recommends key technical problems and solutions through information represented by athlete’s function discovers enable research into athletic Research has shown that athletes perform high-intensity sports training for long time, in state of competition, body’s energy metabolism is strong, protein consumption rate high; preserve protein, water, electrolytes, other nutrientsand supplement about 71% nutrition, it helps strengthen muscles, relieve fatigue, improve immunity, etc., which great significance athletes.

Language: Английский

Citations

3

Research on Battery Characteristics and Management System of New Energy Vehicle Based on BMS System Design and Test DOI Open Access
Hai Bai, Yongzhen Fan, Liping Wang

et al.

Computer-Aided Design and Applications, Journal Year: 2022, Volume and Issue: unknown, P. 200 - 212

Published: Aug. 26, 2022

China has a limited share of water resources per capita and severe scarcity.It is one the world's countries with most capita.Water resource challenges in also include lack understanding conservation conservation, as well major waste, pollution, over exploitation.In order to solve problem inconvenient accurate calculation pipeline head loss complex layout, research on computer-aided design (CAD) method based Plant Design Management System (PDSM) three-dimensional model proposed.Firstly, pressure pipe taken object, straight components calculated are classified summarized according identification code component library; Secondly, formula compiled corresponding logic between parameters PDSM established; Finally, same type respectively.This approach overcomes drawbacks standard penstock method, such vast number calculations required, erroneous outputs, automation.Compared traditional technology, accuracy improved by 20%.It can calculate local synchronously, which more simpler than method.

Language: Английский

Citations

3

Task Image Setting of 3D Animation Based on Virtual Reality and Artificial Intelligence DOI Open Access
Zhiwei Li

Mobile Information Systems, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 8

Published: Sept. 7, 2022

In order to make the expression and action of animated virtual characters more realistic, this paper proposes a character system based on 3D animation. The hardware module is used complete collection processing image data human bone data. Then, positioning skeleton points mapping relationship between joint moving are constructed, finally model constructed. On basis, completes correspondence feature through facial point face alignment by aligning video with animation face. Laplace coordinate recovery reconstruct action, simulation realize design experimental results show that in aspect movement, has better effect than real-time motion capture technology 2D movement 95.40% degree. fidelity skin texture 97.60%. Conclusion. designed can effectively simulate integrate it into three-dimensional vivid. After rendering Unity3D platform system, authenticity enhanced.

Language: Английский

Citations

3

Prediction of Higher Education Cost and Analysis of Sharing Ability Based on Artificial Neural Network DOI Open Access
Zilong Xia, Xin Yue,

FanChao Niu

et al.

Security and Communication Networks, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 11

Published: Sept. 16, 2022

In order to explore how realize the cost prediction and sharing ability of higher education, this paper proposes an analysis education based on artificial neural network. This method explores through key technical problems solutions information recommendation The research shows that college network is 61% than traditional sharing. With help BP algorithm, accuracy can be maintained above 90%. It proved algorithm effectively improve forecasting, financial system, management system colleges universities.

Language: Английский

Citations

3

Improved artificial electric field algorithm based on multi-strategy and its application DOI Open Access

Yongqing Tian,

Libo Liu, Xiaolei Wang

et al.

Informatica, Journal Year: 2022, Volume and Issue: 46(3)

Published: Sept. 15, 2022

Artificial electric field algorithm is a new swarm bionic optimization algorithm, which uses the interaction force of charged particles to create mathematical model solve problem. In order improve global exploration ability and local development artificial an based on opposition learning proposed. The chaos strategy used strengthen quality initial population, increase diversity population algorithm. excellent performance proved by simulation experiments. improved was combined with SVM construct sand liquefaction identification selecting seven measured indexes, including intensity, underground water level, overlying effective pressure, standard penetration hit number, average particle size, non-uniformity coefficient shear stress ratio. Compared traditional methods such as method seed simplification method, results show that IAEFA-SVM has high prediction accuracy provides for

Language: Английский

Citations

3

Research on auxiliary positioning methods for automatic control of urban rail transit trains DOI

Yuanlong Peng,

Philip Irving G. Jacinto

Published: June 5, 2024

This article aims to comprehensively explore the challenges and limitations faced by train-assisted positioning in urban rail transit. It begins introducing definition, roles, impacts of transit systems, emphasizing their crucial role addressing traffic congestion, planning, economic development. The key issues related are discussed, encountered within Subsequently, various technologies extensively categorized analyzed, including satellite navigation, inertial wireless communication. emphasizes applications these ensure high-precision trains, enhancing operational safety efficiency laying foundation for sustainable development future transportation.

Language: Английский

Citations

0

Study on Ultrasonographic Diagnosis and Postoperative Comprehensive Nursing of Rectal Cancer in Preoperative Staging DOI Creative Commons
Jie Gao, Hui Wang, Zhihui Wang

et al.

Contrast Media & Molecular Imaging, Journal Year: 2022, Volume and Issue: 2022(1)

Published: Jan. 1, 2022

The aim of this study is to evaluate the value ultrasonography in preoperative T staging rectal cancer and effect psychological nursing colostomy patients with after colostomy. In study, a retrospective comparative analysis was conducted on 41 surgery who had been treated hospital from June 2020 2021 only general nursing. By analysis, 42 cases were detected by TRUS. Ultrasonic stage (uT) consistent pathological (pT) 32 cases, coincidence rate 76%. tumor length short diameter measured 0RUS not significantly related pT ( P = 0.083, 0.499), while invasion 0.015). scores SAS SDS group lower than those conventional group, degree depression anxiety improved < 0.05). quality‐of‐life score higher that 0.05), daily living ability, regular defecation, self‐care ability ostomy improved. satisfaction 95.12%, 80.49%. experimental Therefore, for most cancer, TRUS an effective means staging. When it difficult determine depth invasion, combining circumference can improve accuracy Conventional combined effectively relieve patients' bad emotions, toward application high.

Language: Английский

Citations

2

Application of Computer Vision and Sensor Technology in Multivariate Assessment of Ecological Environment Carrying Capacity DOI Creative Commons
Zhiguo Wang, Wei Wang

International Transactions on Electrical Energy Systems, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 8

Published: Aug. 30, 2022

In order to solve the problems of low accuracy and long monitoring time existing ecological environment system, this study puts forward application method computer vision sensor technology in multivariate evaluation carrying capacity. method, monitor, server, spatial identifier are designed hardware area system maximize performance according data memory. By analyzing principles RS GIS positioning technology, devices reasonably called, workflow is summarized, so as complete optimization based on technology. The experimental results show that proposed higher than traditional with an average 95.4%; detection about 70 s, which lowest compared other systems when quantity from 0 40 80. effectively improves effect promotes sustainable development environment.

Language: Английский

Citations

2

Using Sociological Theories and Methods to Analyze the Solutions and Measures of Environmental Pollution Problems DOI Creative Commons
Chen Su-qin

Journal of Environmental and Public Health, Journal Year: 2022, Volume and Issue: 2022(1)

Published: Jan. 1, 2022

In order to further improve the effectiveness of environmental pollution control and quality atmospheric ecological environment, this article discusses regional from perspective sociological theories methods. Therefore, starts with characteristics air pollution, combined linear regression analysis PSR model principal component analysis, focuses on impact factors concludes that weights pressure layer, state response layer for are 0.4824, 0.261, 0.1207, respectively. On basis, social, collaborative governance, public management, political measures pollution.

Language: Английский

Citations

2

Intelligent Evaluation Method of Engineering Cost Feasibility Model Based on Internet of Things DOI Creative Commons
Liangqiong Chen, Hao Zhang, Wang Fang

et al.

Journal of Sensors, Journal Year: 2022, Volume and Issue: 2022, P. 1 - 8

Published: Oct. 6, 2022

In order to solve the problem of low accuracy high-rise building cost evaluation, author proposes an intelligent evaluation method engineering feasibility model based on Internet Things. According overall investment composition construction project, this paper classifies index, determines correction coefficient, and uses gray correlation analysis build index system; according structure BP neural network, network error is calculated, signals output layer hidden are defined by gradient descent obtain weight adjustment formula; finally, adaptive learning rate formula set parameters, introduces key parameters in project input layer, establishes final model. Experimental results show that system controlled within 10%, which meets requirements estimation. Conclusion. The proposed can accurately quickly evaluate best solution for buildings with less information has strong nonlinear processing capabilities.

Language: Английский

Citations

2