Journal of Technology Management Rajabhat Maha Sarakham University

ส่วนหน้า

Apida Runvat — Fri, 27 Jun 2025 00:00:00 +0700

ส่วนหน้า

Database Design and Development for Plant Genetic Resources and Folk Culture

Sravudh Daengmak, Anumas Sangsawang — Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to (1) fulfill the royal initiative of the Plant Genetic Conservation Project under the Royal Initiative of Her Royal Highness Princess Maha Chakri Sirindhorn (RSPG), (2) analyze and develop a database system for local plant genetics and indigenous culture, and (3) evaluate the quality and user satisfaction of the developed database system. The sample group was selected using purposive sampling and included two subgroups: (1) five information technology experts for system quality assessment, and (2) thirty general users for satisfaction evaluation. The research instruments consisted of the developed database system, a quality evaluation form, and a user satisfaction questionnaire. Data were analyzed using mean, standard deviation, and percentage.

The findings revealed that: (1) the project responded to the RSPG initiative, with reporting conducted through Rajamangala University of Technology Phra Nakhon (RMUTP); (2) the developed database system consisted of three main modules—public users, registered members, and administrators. General users could register and access the system, while members and administrators were able to view records. Administrators had full system control, including data entry, deletion, modification, and reporting of field survey records. The database design included tables for user profiles, addresses, access rights, local foundational data, local occupations, physical environment, village history, community practices, plant and animal usage, other biological resources, indigenous knowledge, and local archaeological and natural resources; and (3) both the system quality and user satisfaction were rated at the highest level ( = 4.70, SD. = 0.61). Additionally, the system was capable of supporting data collection for approximately one local area per year, equating to around 200 datasets.

Meeting Room Booking System Case Study : Office of The Permanent Secretary for Defence (Sisaman)

Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to (1) design and develop an online meeting room reservation system for the Office of the Permanent Secretary for Defence (Srisaman), and (2) evaluate user satisfaction with the developed system. The target group consisted of 56 users of the online reservation system. The research instrument was a user satisfaction questionnaire specifically designed for the case study, and the data were analyzed using arithmetic mean and standard deviation.

The findings revealed that (1) the system was structured into three main components: the user membership module, the reservation management module based on military rank levels, and the satisfaction evaluation module for room usage; and (2) overall user satisfaction with the online reservation system was rated at the highest level, with a mean score of 4.53. This indicates that the system effectively enhanced the efficiency of the meeting room booking process at the Office of the Permanent Secretary for Defence (Srisaman). Specifically, users reported the highest level of satisfaction in terms of ease of use ( = 4.52), functionality ( = 4.50), and system performance
( = 4.55).

The Effects of Implementing a Learning Activity Guide Integrating Digital Technology to Enhance Students' Reading Skills

Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to (1) examine students’ learning outcomes when using a digital technology-based instructional manual designed to enhance reading skills, (2) investigate students’ learning behaviors during the use of the manual, (3) assess students’ satisfaction with the learning activities provided in the manual, (4) evaluate teachers’ satisfaction with the manual-based learning activities, and (5) determine the appropriateness of the technologies employed in the learning activities following the steps outlined in the manual. The target groups consisted of two samples: eight teachers from Wat Bangpleeyainai School under the Samut Prakan Primary Educational Service Area Office 2, and thirty Grade 3 students from the same school. The research instruments included a learning achievement test, a learning behavior observation form, student and teacher satisfaction questionnaires, and a technology appropriateness assessment form. Data were analyzed using mean and standard deviation.

The results revealed that (1) the students' post-test scores were significantly higher than their pre-test scores at the 0.01 level of significance; (2) students’ observed learning behaviors ranged between 26.67% and 100%; (3) students’ satisfaction with the digital technology-based manual and its learning activities was at the highest level ( = 4.74, SD = 0.45); (4) teachers’ satisfaction with the manual-based learning activities was also rated at the highest level ( = 4.72, SD = 0.41); and (5) the overall appropriateness of the technologies used in the learning activities was evaluated at the highest level ( = 4.62, SD = 0.44).

The Development of Media With Virtual Tour 360-Degree to Promote Tourism His Majesty King 80 th Birthday Anniversary Park

Paporn Laopilai; Phuwadet Meesit, Witchaya Chaiyapa — Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to (1) develop a 360-degree virtual tour-based digital media to promote tourism at the King Rama IX Commemorative Park (80th Birthday Anniversary Park), (2) evaluate the quality of the developed virtual tour media, and (3) assess user satisfaction with the media. The sample group consisted of three experts and 100 general visitors to the King Rama IX Commemorative Park. The research instrument was a media quality evaluation form, and data were analyzed using mean and standard deviation.

The results showed that (1) the developed virtual tour media comprised two main components: the visual presentation interface and the information display via a website format, which included three menus. The virtual tour covered three major locations: the Aquatic Animal Exhibition Center, the Khmer Castle, and the Si Lamduan Hall of Honor. The media provided clear and detailed information to support tourism promotion. (2) The media quality evaluation results indicated a high level of quality. (3) The user satisfaction assessment revealed the highest level of satisfaction.

Malware Analysis and Detection Using Deep Learning via Artificial Neural Networks

praveen maiget — Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to (1) develop a deep learning model using a Fully Connected Neural Network (FCNN) for malware detection and analysis, (2) investigate the behaviors and attack patterns of various types of malware such as brute-force, phishing, ransomware, and DDoS based on data from Remote Desktop Protocol (RDP) and AnyDesk software, and (3) evaluate the performance and accuracy of the proposed model in detecting anomalous behaviors across diverse environments. The tools used in this research included AnyDesk, RDP protocol, TensorFlow, Keras, and Wireshark. Statistical metrics used to assess model performance were Accuracy, Precision, Recall, and F1-score.

The results showed that (1) the developed FCNN model effectively detected anomalous behaviors from data captured via RDP and AnyDesk, achieving a maximum accuracy of 91.49%; (2) performance evaluation on the test dataset indicated that the model achieved a Precision of 95.45%, Recall of 87.50%, and F1-score of 91.30%, demonstrating a balanced trade-off between detection accuracy and false-positive rate; and (3) the model was capable of accurately analyzing and identifying distinct malware attack behaviors such as brute-force attacks, phishing, ransomware, and DDoS thus significantly reducing cybersecurity risks in real-world environments.

The Development of Online Lessons on Communication Components for Matthayom Sueksa 2 based on MIAP Learning Model.

Fri, 27 Jun 2025 00:00:00 +0700

T This study aimed to (1) develop an online lesson on the topic of "Elements of Communication" based on the MIAP instructional model for Grade 8 students, ensuring its effectiveness met the 80/80 criterion; (2) evaluate the appropriateness of the developed online lesson; (3) compare students’ learning achievement before and after using the lesson; and (4) examine students’ satisfaction with the online lesson. The target group consisted of 30 Grade 8/2 students from Phuengdaedwittayakarn School, selected through cluster random sampling by drawing lots at the class level. The research instruments included the MIAP-based online lesson, which comprises four stages: problem engagement, information provision, assessment, and revision. Additional tools included an appropriateness evaluation form, a learning achievement test, and a student satisfaction questionnaire. Data were analyzed using mean, percentage, standard deviation, efficiency value, and t-test.

The results indicated that 1) the developed online lesson achieved an effectiveness score of 80.22/80.33, meeting the predetermined 80/80 criterion; 2) the overall appropriateness of the lesson was rated at the highest level ( = 4.51, SD. = 0.63); 3) students’ post-test achievement scores were significantly higher than their pre-test scores at the 0.05 level of significance; and 4) student satisfaction with the online lesson was at the highest level ( = 4.80, SD. = 0.41).

Development Information System for Reporting the Employment Status of Students in Cooperative and Work Integrated Education Nakhonratchasima Rajabhat University

วีรอร อุดมพันธ์; Sarayut Neankratok, Sangpetch Prachai, Krittika Pueannguyum — Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to (1) analyze and design a process for surveying the employment status of students enrolled in programs integrating cooperative and work-integrated education, (2) develop an information system for reporting the employment outcomes of such students, and (3) assess user satisfaction with the developed system. The target group comprised 295 students enrolled in cooperative and work-integrated education programs. Research instruments included the employment status survey system and a user satisfaction questionnaire. Data were analyzed using percentage, mean, and standard deviation.

The findings revealed that (1) the analysis and design of the employment survey process, implemented during the pre-graduation orientation activities at Nakhon Ratchasima Rajabhat University, enabled data collection from 295 out of 315 students, representing a response rate of 93.65%. Among these, 101 students (32.06%) secured employment after completing their cooperative education experience. (2) The developed information system provided access to three user groups: cooperative education program staff, participating students, and program chairs of cooperative and work-integrated education programs. (3) The overall user satisfaction with the system was rated at a high level ( = 4.38, SD = 0.67). In conclusion, the implementation of the information system to report employment outcomes effectively supports administrative functions within the university’s cooperative and work-integrated education programs.

Data Mining Development to Enhance Production and Marketing for Ton Phueng Home Forest Community Enterprise, Ton Phueng Sub-District, Phang Khon District, Sakon Nakhon Province

สุพิชญา นิลจินดา, นันทกาญจน์ เกิดมาลัย, มงคล แสนสุข, รุจิรา จงคล้ายกลาง — Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to (1) develop a prototype dashboard innovation for planning production and marketing processes using data mining, and (2) evaluate the efficiency of the prototype dashboard for a local community enterprise group in Ton Phueng Sub-district, Phang Khon District, Sakon Nakhon Province. The objective was to enhance production planning based on consumer demand across different periods, support marketing and promotional activities, increase income, and guide the development of new products tailored to consumer needs. Sales data from the enterprise group were collected using Google Forms and analyzed through the CRISP-DM data mining process using RapidMiner Studio. The decision tree algorithm (ID3) was employed to classify sales volumes into three categories: low, medium, and high. The experimental results indicated that the ID3 decision tree model achieved an accuracy of 73.08%. The rules generated by the decision tree were then applied as filtering conditions on the dashboard to summarize sales data, supporting strategic production and marketing planning. The user satisfaction evaluation revealed that the overall satisfaction level with the dashboard was at the highest level ( = 4.70, SD = 0.47).

The Development of the Web Service Related to Professional Experience and Co-operative Education Using a RESTful API

Surasit Sakda; Walairach Nunsong, Wassana Na Sulong — Fri, 27 Jun 2025 00:00:00 +0700

This study aims to: (1) develop a web service for delivering information services related to professional training and cooperative education using a RESTful API; (2) evaluate the efficiency of utilizing the RESTful API for these information services; and (3) assess user satisfaction with the system's performance. The sample consisted of 30 students participating in professional training and cooperative education programs. Data collection instruments included (1) a system efficiency evaluation form and (2) a user satisfaction questionnaire. Data were analyzed using mean and standard deviation.

The findings indicated that: (1) the developed web service comprised three main components—system administrators, IT system development specialists (IT Specialists), and system users (students); (2) the system efficiency evaluation revealed that overall system performance was rated at the highest level ( = 4.77). The system effectively displayed accurate results on each page, ensured correct and efficient operational processes, offered high-speed performance, user convenience, consistent interface design, and system security through password encryption. It supported both general and authenticated access levels to safeguard user information; and (3) the user satisfaction assessment showed that overall satisfaction was also at the highest level ( = 4.69). Key contributing factors included appropriate font sizes, suitable background and font color schemes, effective integration of text and imagery, clarity and relevance of the presented information, visually appealing design, and overall ease of use.

Development of Information System for Transportation Road Planning for The Business of Transporting Chilled, Frozen and Processed Chicken Products Case Study ABC Co.,Ltd.

wiruch karapukdee; Yaowares Karapukdee; Jakaphun Junkhiew, Matjaree Suphan — Fri, 27 Jun 2025 00:00:00 +0700

This research aimed to: (1) develop an information system for road transport planning in the business of chilled, frozen, and processed chicken product logistics, and (2) evaluate the system’s performance. The sample group consisted of 20 individuals, including managers, transportation planners, and delivery drivers from a case study company. The research instruments included: (1) the developed information system, which was created following the System Development Life Cycle (SDLC) using PHP as the primary programming language and MySQL as the database management system; and (2) a system performance evaluation form. Descriptive statistics such as mean and standard deviation were used for data analysis.

The findings revealed that: (1) the developed information system comprised key modules for managing employees, vehicles, products, customers, delivery routes, and transportation planning. The system enabled accurate, convenient, and timely digital planning and reporting through an internet-based platform. (2) The overall system performance was rated at the highest level ( = 4.51, SD. = 0.53), indicating strong user satisfaction and operational efficiency.

Development of a Local Medicinal Plant Application in the Koh Kaew Municipal Community Forest Using Decision Tree Classification Technique

Pramool Suksakaophong; Teerapol Suebchomphu — Fri, 27 Jun 2025 00:00:00 +0700

This research aimed to: 1) study and collect data on local medicinal plants in Koh Kaew Municipality community forest; 2) design and develop a local medicinal plant application for Koh Kaew Municipality community forest; 3) evaluate the efficiency of the local medicinal plant application for Koh Kaew Municipality community forest; and 4) assess user satisfaction with the local medicinal plant application for Koh Kaew Municipality community forest. The sample groups consisted of: 1) 6 experts in information technology and herbal medicine, and 2) 30 users. The research instruments included: 1) the local medicinal plant application for Koh Kaew Municipality community forest; 2) an efficiency evaluation form for the local medicinal plant application for Koh Kaew Municipality community forest; and 3) a satisfaction evaluation form for the local medicinal plant application for Koh Kaew Municipality community forest. Statistics used in the research included mean and standard deviation. The research findings revealed that: 1) From studying and collecting data on local medicinal plants in Koh Kaew Municipality community forest, medicinal plants were classified from a total of 57 species in 29 families, with 35 species having medicinal properties. The medicinal plants were categorized into 8 main groups according to their therapeutic properties using decision tree classification techniques with the C4.5 algorithm. 2) The development of the local medicinal plant application for Koh Kaew Municipality community forest featured a user-friendly interface design with three main functions: (1) symptom identification, (2) search function, and (3) herbal details display. 3) The efficiency evaluation results by experts showed that the application quality was at a good level ( = 3.98, SD. = 0.70). When considering individual aspects, usability and design were at a good level ( = 4.17, SD. = 0.63), followed by content and accuracy at a good level ( = 3.94, SD. = 0.75), and benefits and application at a good level ( = 3.83, SD. = 0.73), respectively. 4) The satisfaction assessment results showed that users were highly satisfied with the local medicinal plant application overall ( = 4.20, SD. = 0.66). When considering each aspect, users were most satisfied with the benefits and application ( = 4.36,SD. = 0.57), followed by application usability ( = 4.24, SD. = 0.66), design and display ( = 4.12,SD.= 0.67), and content and information presentation ( = 4.07, SD. = 0.72), respectively.

Enhancing Household Economies of Farmers in Buriram Province through an Information Technology System for Expenditure Planning to Alleviate Poverty

Somsak Jeewattana; Pakamat Butsalee; Suriya Rakkarnsil — Fri, 27 Jun 2025 00:00:00 +0700

This study aimed to: (1) investigate the current financial management conditions and challenges of household-level farmers; (2) develop an information system for financial planning to address poverty; and (3) evaluate the system’s effectiveness and user satisfaction. The research was conducted in three phases. Phase 1 examined the financial management situation and problems among 30 purposively selected members of household account-keeping groups in Ban Non Sila. Phase 2 involved the design and development of an information system for financial planning, with evaluation conducted by six experts in accounting, information system design, and computer programming. Phase 3 assessed the system’s performance and user satisfaction, with input from eight household account teachers and 22 farmers who were recipients of government welfare cards, also selected purposively. The instruments included the financial planning information system and a questionnaire for evaluating system performance and user satisfaction. Data were analyzed using mean and standard deviation.

The results revealed that: (1) farmers in Buriram Province experienced unstable agricultural income, lacked systematic long-term financial planning, and faced debt burdens due to overspending. Focus group discussions highlighted the need for a user-friendly system accessible via smartphones or tablets. (2) The developed system comprised four main modules: income and expense recording, savings goal setting, financial and debt reporting, and system access management. Experts rated the system highly effective in helping farmers improve financial planning, increase savings, reduce debt, and strengthen sustainable household economies. (3) User evaluation showed high levels of satisfaction and confirmed that the system effectively promoted household financial management and supported poverty alleviation.

The Development of e-Commerce System for Midstream Supply Chain Management of Safe Vegetable in Nakhon Ratchasima Province

Chutiyaphak Varith — Fri, 27 Jun 2025 00:00:00 +0700

This research aimed to: (1) develop an e-commerce system for managing the midstream supply chain of safe vegetables in Nakhon Ratchasima Province; (2) evaluate the system’s efficiency; and (3) assess user satisfaction with the e-commerce system. The target groups consisted of: Group 1 – five experts in computer science and information technology, and Group 2 – 405 general users, including safe vegetable farmers from Non Sung District and consumers with experience in online shopping, selected through purposive sampling. The research instruments included: (1) the developed e-commerce system, designed as a web application using PHP, HTML, CSS, JavaScript, and MySQL for database management; (2) a system efficiency evaluation form; and (3) a user satisfaction questionnaire. Data were analyzed using percentage, mean, and standard deviation.

The results showed that: (1) the e-commerce system consists of two main components an administrator interface and a customer interface and was developed to support the management of midstream vegetable supply chains. (2) The system achieved a very high level of overall efficiency ( = 4.52, SD. = 0.34), being user-friendly, functionally accurate, and secure, with reliable information outputs that meet user needs. (3) Overall user satisfaction was also at the highest level ( = 4.54, SD. = 0.50). The developed system contributes to reducing distribution time by minimizing reliance on intermediaries, thereby facilitating direct transactions between farmers and consumers. The findings suggest that the system has the potential to be scaled and serve as a prototype for practical e-commerce implementation in agricultural supply chains.

Developing Web Applications for Audiovisual Equipment and Computer Resources at the Faculty of Pharmacy, Mahasarakham University

nittaya nareejan — Fri, 27 Jun 2025 00:00:00 +0700

This research aimed to: (1) develop a web application for managing audiovisual and computer equipment inventory at the Faculty of Pharmacy; (2) evaluate the system’s performance; and (3) assess user satisfaction with the web application. The target groups included three experts, three staff members responsible for inventory management at the Faculty of Pharmacy, and 15 faculty personnel, all selected through purposive sampling. The research instruments consisted of: (1) the developed web application for audiovisual and computer equipment management; (2) a system quality assessment form; and (3) a user satisfaction questionnaire. Data were analyzed using mean and standard deviation.

The findings revealed that: (1) the web application consisted of four main modules: (1) equipment recording, (2) equipment borrowing and returning, (3) repair requests, and (4) equipment reporting. (2) The performance evaluation indicated that the system met its intended objectives and enabled efficient data recording and reporting. (3) The user satisfaction results showed that the overall satisfaction level with the system was rated as good.

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Apida Runvat — Fri, 27 Jun 2025 00:00:00 +0700

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