Academic Management Android Application For Student Performance Analytics: A Comprehensive Evaluation Using Iso 25010:2011

Manglapuz*, Sharmaine Justyne R.; Lacatan, Luisito Lolong

doi:10.35940/ijitee.l2735.1081219

Cited by 10 publications

(5 citation statements)

References 1 publication

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…Determining the predictive model that would be used will be based on the accuracy rate of the algorithm as it was applied to the dataset. [17] IV. RESULTS AND DISCUSSION Linear regression must state that all values must be set to numerical counterparts evaluated to predict the enrollees for the academic year 2020-2021 for DepEd Batangas Province.…”

Section: Figure 3 Methodology Of Predictive Model Generationmentioning

confidence: 99%

Predictive Analysis of the Enrolment of Elementary Schools Using Regression Algorithms

Piol¹,

Lacatan²,

Pulumbarit³

2021

IJETAE

View full text Add to dashboard Cite

— By fitting a linear equation to observable values, linear regression determines the relationship between two variables. The Department of Education enrollment data in the Philippines, specifically in the School Division of Batangas, is needed to produce modules. The data collected is from the division office, where data cleaning was applied. Deep Learning, Decision Tree, Random Forest, Gradient Boosted Tree, Support Vector Machine, and Linear Regression were used to perform the prediction, and linear regression performed the best with an absolute value of 14.465 and a relative error of 84.81%. Keywords— Prediction, Information Management, Linear Regression, Cloud Computing, LDM

show abstract

Section: Figure 3 Methodology Of Predictive Model Generationmentioning

confidence: 99%

Predictive Analysis of the Enrolment of Elementary Schools Using Regression Algorithms

Piol¹,

Lacatan²,

Pulumbarit³

2021

IJETAE

View full text Add to dashboard Cite

show abstract

“…El objetivo del sistema ERP de gestión académica es proporcionar a sus usuarios facilidades para elaborar sus actividades de formación educativa usando el sistema diariamente [6]. A través de la digitalización de los servicios de la institución superior y con el uso de servicios de comunicación de tecnología de información en línea facilita la interacción de los académicos con los estudiantes a través de Internet [10]. Además, es posible proporcionar documentos deseados por los estudiantes y profesores a través del sistema y verificar su autenticidad.…”

Section: El Sistema Erp De La Gestión Académica Como Columna Vertebra...unclassified

Influence of the Implementation of an ERP system in the university academic management: a systematic review

Rodríguez¹,

Mori²,

Sebastián³

et al. 2022

goi

View full text Add to dashboard Cite

Purpose -The purpose of this article is to present the results obtained from literary research which aims to determine if the implementation of an ERP system of industry 4.0 can improve the processes of academic management of universities. Methodology -This research article has a scope that includes a critical analysis, search in database engines and review of scientific journals that are derived from the Technological Surveillance Service of the National University of Trujillo on the specific topic taken as the object of investigation. Findings -According to the exploration carried out of the cases of implementation of ERP software for academic management, several options were found according to each need of the companies (universities, institutes, schools), where the improvement of academic management in general for each part of the organization thanks to the implementation of an ERP of industry 4.0. Value -The research reviews and analyzes the different contexts in which these systems are implemented, the main solutions proposed and which are the most appropriate tools for each context. It also aims to promote the implementation of this type of system by, not only universities, but any type of institution that provides academic services, in order to improve the organization's processes and strengthen its value chain.

show abstract

“…Portability has sub-criteria Adaptability, Instability, and Replaceability. Finally, security has sub-criteria of Confidentiality and Non-repudiation [7]. Functional suitability refers to the software's completeness, Correctness, and suitability to achieve specific purposes.…”

Section: Introductionmentioning

confidence: 99%

Software Quality Measurement for Functional Suitability, Performance Efficiency, and Reliability Characteristics Using Analytical Hierarchy Process

Sarwosri,

Rochimah,

Laili Yuhana

et al. 2023

JOIV : Int. J. Inform. Visualization

View full text Add to dashboard Cite

The quality model used in this paper is ISO 25010. Functional Suitability, Performance Efficiency, and Reliability are the characteristics to be used. The case study used is the ITS Academic Information System, and the method used for the basis of calculation is the AHP (Analytical Hierarchy Process) method. The initial stage is to make a list of questionnaire questions, which are then filled out by three stakeholders: experts, students, and developers. With the AHP method, experts will analyze the questionnaire results to determine the required weight. This weight is used to calculate the quality of the software. There are two types of software measurements: student questionnaires and developer questionnaires. These two questionnaires become data input. Automatic measurements are carried out on Time Behavior aspects, namely Response Time Testing. In the automatic measurement stage, the URL to be tested by the tester is used as data input. From this automatic measurement, we experimented with the response time of the destination URL to respond to requests and conversion results on a scale of one hundred. The final value of these two types of measurements will be used in several equations to get the final value of the quality of the software. The study results are in the form of automatic measuring instruments of software quality. The measurement results can be used as feedback in making improvements so that the quality value increases when measured. Regarding Functional Suitability, the ITS Academic Information System has provided features according to user needs. In the aspect of Performance Efficiency, the ITS Academic Information System can provide performance and performance according to user needs. Meanwhile, regarding reliability, the ITS Academic Information System can carry out a function under certain conditions and times

show abstract

Academic Management Android Application For Student Performance Analytics: A Comprehensive Evaluation Using Iso 25010:2011

Cited by 10 publications

References 1 publication

Predictive Analysis of the Enrolment of Elementary Schools Using Regression Algorithms

Predictive Analysis of the Enrolment of Elementary Schools Using Regression Algorithms

Influence of the Implementation of an ERP system in the university academic management: a systematic review

Software Quality Measurement for Functional Suitability, Performance Efficiency, and Reliability Characteristics Using Analytical Hierarchy Process

Contact Info

Product

Resources

About