Journal of Information Technology and Innovation

Development of a Web-Based Application for Tracking Official Documents Using a Barcode System

Sun, 23 Nov 2025 00:00:00 +0700

This research aimed to develop and evaluate a web application for supervising and monitoring official documents using barcodes. The objectives were to create a system that enhances document management efficiency and to assess user satisfaction and system performance. The sample group for system evaluation consisted of five information technology experts and five experts in official document administration. Additionally, forty-five supporting staff members working in a government agency in Nakhon Phanom Province were selected as users. Research instruments included a system efficiency assessment form and a user satisfaction questionnaire. Data were analyzed using descriptive statistics, including mean and standard deviation.

The results revealed that the overall efficiency of the system was rated at the highest level . The barcode generation and scanning functions obtained the highest mean score, followed by the speed of document retrieval, accuracy of data processing, and data management capability. User satisfaction was also rated at the highest level in all aspects . The highest satisfaction was related to the overall system performance, followed by its ability to facilitate document searches, reduce working time, and provide comprehensive and user-friendly design.

The findings suggest that the developed web application can effectively store and retrieve document data, allowing users to check document status anytime and anywhere. This contributes to improved efficiency in monitoring, verifying, and reducing errors in document management processes within government organizations.

An Integrated Data Mining and GIS Approach for Assessing Tourism Potential in Thailand’s Less Visited Areas

Pratueng Vongtong, Pattharaphorn Intanasak, Varit Kankaew — Sun, 23 Nov 2025 00:00:00 +0700

Less visited areas are destinations that do not qualify as primary tourist attractions and have yet to attract large numbers of visitors. These areas have potential for development based on their strengths in culture, agriculture, community products, tourism, and food. They also provide convenient transportation and accessibility. In Thailand, there are 55 provinces classified as Less visited areas. This study aims to classify provinces by their social and economic potential using clustering techniques and to create a GIS model that maps secondary tourist destinations by potential groups. Data was collected from social media using web scraping methods, covering 2010-2019. The study calculated average values for three economic and social factors: provincial population, the number of tourists visiting each province, and tourism revenue per province. This data was then analyzed using data mining techniques and clustering methods to classify the tourism potential of Less visited areas into three levels: high, medium, and low potential, employing the K-Means clustering algorithm. Subsequently, a map model of secondary tourism province groups was developed for each region based on potential levels using a geographic information system.

The results show that the high potential group includes provinces located in the Northeast (5 provinces) and Central regions (4 provinces), as well as one province each from the North, East, West, and South regions. The medium group consists of provinces in the Northeast (11 provinces), North (7 provinces), Central (5 provinces), and West (1 province) regions. The low potential group represents provinces in the South (8 provinces), Central (3 provinces), East (3 provinces), and Northeast (2 provinces) regions.

Thais’ Satisfaction with the Electronic Guidebook Recommending Tourist Attractions Wat Yai Suwannaram Worawihan, Phetchaburi Province

Matthanaphon Kaeothong, Pra-oranuch Hongthong — Sun, 23 Nov 2025 00:00:00 +0700

This research aimed to assess user satisfaction with the electronic guidebook for Wat Yai Suwannaram Worawihan in Phetchaburi Province. Data were collected from a sample of 405 Thais who read the electronic guidebook via an online questionnaire. Data were analyzed

The results revealed that readers were highly satisfied with the electronic guidebook for Wat Yai Suwannaram Worawihan in Phetchaburi Province overall. When considering each aspect and ranking the means from highest to lowest, readers were highly satisfied with the electronic guidebook's quality, high with graphics, and high with content.