Multidisciplinary Science Journal

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Implementation of machine learning methods in predicting failures in electrical submersible pump machines

Singgih Saptadi, Achmad Widodo, Muhammad Fitrah Athaillah, Muhammad Farid Ayyasyi.
| The Electric Submersible Pump (ESP) is one of the artificial lift tools widely used in oil and gas wells. Approximately 25% of oil and gas wells have been equipped with ESP. The ESP unit excels...

Published in 26 September 2024

Validation of the project-based problem learning (PBPL) model book in higher education

Muhammad Husin, Usmeldi, Hendri Masdi, Wakhinuddin Simatupang, Fadhilah, et al.
| This study evaluates the validity of the Project-Based Problem Learning (PBPL) Model Book designed for higher education settings. The primary objective is to assess the model's content validity...

Published in 21 October 2024

The effect of project-based learning model based on differentiation learning on creative thinking skills in science learning

Idam Ragil Widianto Atmojo, Roy Ardiansyah, Angel Dyah Pramesthi, Fadhil Purnama Adi, Rukayah.
| Creative thinking skills are one of the skills that must be mastered in the 21st century. Increasing creative thinking skills can have an effect on increasing student learning outcomes. Project...

Published in 11 October 2024

Investigating the impact of the flipped classroom model on higher order thinking skills: A meta-analysis study

Harun, Indah Suciati, Abdul Manaf, Sudaryanti.
| Numerous studies conducted by researchers from different countries have explored the impacthe flipped classroom (FC) model on students' higher-order thinking skills (HOTS). However, the outcomes...

Published in 16 June 2024

Determining the land valuation model for peri-urban areas in Central Vietnam

Le Huu Ngoc Thanh, Nguyen Huu Ngu.
Figure
Figure
| The research objective is to build a land valuation model for peri-urban areas in central Vietnam. This was achieved by conducting 200 surveys that examined other factors that influence land...

Published in 13 March 2024

An innovative smart agriculture system utilizing a deep neural network and embedded system to enhance crop yield

A. Gokula Chandar, K. Sivasankari, S. Leela Lakshmi, S. Sugumaran, S. Kannadhasan, et al.
Figure 1
Figure 1
| Wheat crop classification and prediction are important tasks for the optimization of crop yield and resource utilization. In this study, we propose an Artificial Neural Network (ANN) model...

Published in 13 November 2023

Parametric frailty model based analysis of survival data with time-varying risk factors

Babulal Seal, Goutam Barman, Shreya Bhunia, Proloy Banerjee.
fig
fig
| In the follow-up study, a covariate changing over time is known as a time-varying covariate. By using the frailty model, we can analyze the effect of such a variable on survival time. When...

Published in 27 December 2023

Sharia-based collaborative counseling model to prevent child sexual abuse and violence

Fitriah Hayati, Liza Fidiawati, Helnita, Afdal, Helminsyah.
| Child sexual violence and abuse is an increasingly alarming global problem, with long-term impacts on children's physical and psychological health. In Indonesia, the incidence of child sexual...

Published in 02 November 2024

Estimation of NPK from Soil Data Using a Novel Stacked Ensemble Model

Uditendu Sarkar, Gouravmoy Banerjee, Indrajit Ghosh.
Figure
Figure
| Soil fertility is defined in terms of various nutrients present in the soil and has a direct impact on sustained production of crops. Amongst various nutrients, nitrogen (N), phosphorous (P),...

Published in 22 April 2025

Hybrid NMT model and comparison with existing machine translation approaches

Ritesh Kumar Dwivedi, Parma Nand, Om Pal.
| Neural machine translation has transformed automated translation, surpassing traditional methods with its significant accuracy improvements. However, despite its successes, NMT still encounters...

Published in 11 October 2024

Impact of magnetic field on heat transfer with viscous dissipation at the conduction limit in a channel with a centred porous layer: constant wall temperature

Nitish Gupta, D. Bhargavi.
fig
fig
| This paper investigates the impact of a magnetic field on heat transfer within a duct containing a centrally located porous layer. The duct comprises both fluid and porous regions, with the...

Published in 15 December 2023

The impact of the form of public governance on the economy

Nurlan Nurseiit.
fig
fig
| There is a direct connection between the model of the system of governance in a specific country and its impact on rights, freedoms, growth rates, and the standard of living of its population....

Published in 05 January 2024

Predicting the number of skilled emigrants in the Philippines: comparison of probabilistic forecasting methods

Resa Mae R. Sangco, Felvic J. Vienes.
Figure
Figure
| The Philippines is among the major exporters of skilled workers worldwide, and according to present data most of the professionals constitute a major group among Filipino migrant laborers. To...

Published in 24 November 2024

Development of formative assessment in history lessons with research-based learning model to measure historical thinking skills

Asyrul Fikri, Suarman, Isjoni, Sumarno, Ofianto.
| This study aims to develop a valid, practical, and effective formative assessment framework tailored for history education, utilizing a research-based learning model within the History Education...

Published in 22 March 2025

Factors effecting tourists’ behavioral intentions through short tiktok video. Mediating effect of flow experience and satisfaction

Congying Liu, Ahmad Edwin Bin Mohamed, Muhammad Zulqarnain Arshad.
| The tourism industry is a key factor in the economic growth of countries such as China. This study explores the effect of information quality on TikTok, the most popular platform for short...

Published in 02 September 2024

Early assessment of a new media model for promoting marine conservation awareness in Malaysia: Social Media Model for Marine Conservation

Najihah Abdullah, Nurul Hidayah Mat, Che Hasniza Che Noh, Izwandy Idris, Mohd Yusri Ibrahim.
| Marine conservation is one of the areas that need attention in pursuit of a sustainable planet. Human activities have led to the current dire state of the marine ecosystem. To arrest this, many...

Published in 22 April 2024

The measurement model of leadership communication: Perspective of youths’ association in Terengganu, Malaysia

Mohd Hazlami Jusoh, Mohd Yusri Ibrahim, Che Hasniza Che Noh, Noor Aisyah Abdul Aziz, Ameer Farhan Mohd Arzaman.
The final measurement of the youth leadership communication model
The final measurement of the youth leadership communication model
| Communication skills are an essential component to connect and interact with other individuals in an organization. Mastery in leadership communication is important for youth to become successful...

Published in 24 October 2023

Development and evaluation of a project-based flipped learning model supported by virtual mobile observatory to enhance problem-solving skills and ICT literacy among middle school students

Dian Pramana Putra, Herman Dwi Surjono, Jaslin Ikhsan, Hartono Bancong.
Figure
Figure
| This study aims to develop and evaluate a Project-Based Flipped Learning (PBFL) model supported by Virtual Mobile Observatory (VMO) technology to enhance problem-solving skills and ICT literacy...

Published in 21 November 2024

Developing an autistic child assessment model through art therapy on concentration ability in inclusive early childhood education: A case study in Indonesia

Sri Utaminingsih, Sixta Madubala, Nur Fajrie, Hisbulloh Als Mustofa, Mohamed Nor Azhari Azman.
Figure
Figure
| The aim of this study is to produce a product in the form of an assessment model for autistic children through art therapy to improve their concentration ability in inclusive early childhood...

Published in 29 March 2024

Evaluating the effectiveness of online agricultural education during the Covid-19 pandemic

L. Mohammed Ghouse, C. Karthikeyan, J. Paul Mansingh, S. R. Padma, Atsu F. Y. Ihou.
Figure
Figure
| This paper evaluates the effectiveness of online education during the pandemic using the extended Unified Theory of Acceptance and Use of Technology (UTAUT) model. The study focuses on...

Published in 24 July 2024

Combination of multiple transformer models for short-term freeway traffic speed prediction based on Bayesian model averaging

Yajie Zou.
| The Bayesian Model Averaging (BMA) approach is proposed to combine the traffic speed prediction results of three Transformer models to enhance intelligent transportation management and...

Published in 24 January 2025

Trying to decrease food-wasting behavior with combined theory plan behavior, value belief norm, and norm activation model: A behavioral approach for sustainable development

Hasniar Ambo Radde, Indriyani Rachman, Toru Matsumoto.
Figure
Figure
| Food-wasting behavior is interpreted as food that remains consumable but is discarded or damaged by consumers, ultimately ending up in the trash. Food waste is recognized as a global problem,...

Published in 11 October 2024

Prediction of Spanish energy pricing and consumption based on hybrid deep learning model

Sandeep Gupta, Vinita Rohilla, Sumeet Mathur, Swapnil Patil.
Figure
Figure
| The ongoing COVID-19 pandemic and the current crisis in Ukraine are two significant challenges facing the energy supply sector that affect the stability and efficacy of an energy system. The...

Published in 16 April 2025

Model for assessing the formation of special (professional) competences of practical psychologists in the educational and information environment of higher education establishments under conditions of dynamic uncertainty

Elvira Luzik, Nataliia Melnyk, Nataliia Ladohubets, Oleksandr Polishchuk, Anna Lariontseva.
fig
fig
| A comprehensive scientific and empirical analysis of the works of both domestic and foreign scientists regarding the construction of models for assessing the development of special...

Published in 10 October 2023

Design and development of software quality forensics framework and model

Sandeep Kumar Sharma, Mazhar Khaliq.
fig
fig
| The illicit activist tampers the software for malcious purposes. The process of forensics examining and gathering evidence for software accused in forensic laboratories presents challenges in...

Published in 16 January 2024

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