Development of AHMES (Automatical Higher Mathematics Examination System) Using Rational Unified Process

Le, Chen; Song, Jeong-Young

doi:10.1155/2021/7952816

Cited by 3 publications

(2 citation statements)

References 1 publication

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“…3) Key Principles of the RUP: The RUP is based on 6 key principles; adapt to the process, maintain the balance of priorities, demonstrate value iteratively, allow collaboration between teams, focus on quality and raise the level of abstraction [24].…”

Section: A Rupmentioning

confidence: 99%

Mobile App Design: Logging and Diagnostics of Respiratory Diseases

Canari¹,

Obispo²,

Salazar³

et al. 2022

IJACSA

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Over the years, a wide variety of respiratory diseases have caused a high mortality rate throughout the world. This was again observed with the appearance of the pandemic, COVID-19. In addition, the most affected are people living in extreme poverty. The objective is design a mobile health application for the registration and diagnosis of respiratory diseases. For this, the RUP methodology was applied, because it easily adapts to various types of projects. Its use, together with the UML process development software, allows the analysis, implementation and documentation of object oriented systems. For validation, a user survey was carried out and the questionnaire was based on the dimensions of functionality, efficiency, effectiveness and satisfaction. Obtaining as a result a positive qualification to the design of the application and its acceptance due to the reduction in the time to obtain the diagnosis. In conclusion, a mobile health application design was successfully carried out so that patients can register and have the diagnosis of respiratory diseases from the comfort of their home.

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Section: A Rupmentioning

confidence: 99%

Mobile App Design: Logging and Diagnostics of Respiratory Diseases

Canari¹,

Obispo²,

Salazar³

et al. 2022

IJACSA

View full text Add to dashboard Cite

show abstract

“…In recent years, with the deep development of the economy and society, the application of higher mathematics can be seen everywhere, almost penetrating all walks of life, especially in the field of management science, and high technology occupies an increasingly important position [3]. It can be said that the importance, functionality, fundamentality and applicability of higher mathematics have become more and more prominent, especially in the cultivation of innovative talents is playing a pivotal role [4].…”

Section: Introductionmentioning

confidence: 99%

An Innovative Model of Higher Mathematics Curriculum Education Incorporating Artificial Intelligence Technology

Zhang

2023

Applied Mathematics and Nonlinear Sciences

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This paper first proposes the direction of constructing a higher mathematics teaching mode supported by intelligent technology and then models the learner portrait of the learning outcome data according to the subject knowledge graph. An improved ant colony optimization algorithm is used to search for the optimal learning path, which is then combined with an improved convolutional neural network to generate a personalized learning path. The Trans R method is used to quantify the relationship between learners and learning resources and a semi-supervised learning conditional random field method based on K-NN is proposed to label learning resources and generate learning accurate evaluation for smart teaching. The smart teaching model of advanced mathematics courses is applied and analyzed in terms of students’ advanced mathematics pre and post-test scores, students’ satisfaction, teachers’ teaching methods and teaching resources in four directions. The analysis obtained that the posttest scores of the learners in the experimental group were 75.631, and the posttest scores of the learners in the control group were 66.314, with a difference of 9.317. The significance level of the variance chi-square test was 0.000<0.05, which shows that there is a significant difference between the posttest scores of the experimental group and those of the control group, and it indicates that the wisdom teaching of higher mathematics significantly enhances the learning performance of the learners.

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Improvement of AHMES Using AI Algorithms

Song

2022

Mathematical Problems in Engineering

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This research aims to improve the rationality and intelligence of AUTOMATICALLY HIGHER MATHEMATICALLY EXAM SYSTEM (AHMES) through some AI algorithms. AHMES is an intelligent and high-quality higher math examination solution for the Department of Computer Engineering at Pai Chai University. This research redesigned the difficulty system of AHMES and used some AI algorithms for initialization and continuous adjustment. This paper describes the multiple linear regression algorithm involved in this research and the AHMES learning (AL) algorithm improved by the Q-learning algorithm. The simulation test results of the upgraded AHMES show the effectiveness of these algorithms.

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Development of AHMES (Automatical Higher Mathematics Examination System) Using Rational Unified Process

Cited by 3 publications

References 1 publication

Mobile App Design: Logging and Diagnostics of Respiratory Diseases

Mobile App Design: Logging and Diagnostics of Respiratory Diseases

An Innovative Model of Higher Mathematics Curriculum Education Incorporating Artificial Intelligence Technology

Improvement of AHMES Using AI Algorithms

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