Journal of Applied Informatics and Technology

Journal of Applied Informatics and Technology (Editorial Note)

2024-05-26T22:29:29+07:00

The Journal of Information Science and Applied Technology (JIT) has published research articles in its 6th volume, issue number 2 (2024), totaling eight articles. Of these, two are in English and six are in Thai. Each article has undergone peer review by at least three experts. The authors revised their articles according to the experts' suggestions until the reviewers were accepted for publication. The editorial team has also proved the accuracy of each article's content, references, and language usage to ensure the highest quality. The editorial team thanks all the experts for their valuable reviews and recommendations.

The articles published in this volume include:

Investigation of the Top Scopus-Indexed Journals in Agricultural and Biological sciences Across Diverse Asian Countries: A Bibliometric Analysis. Authors: Sattra Maporn, Jirarat Puseerit, Phakwilai Rungwisai, Panyawat Arsapar, Pichaya Chowtivannakul, Chonlatee Photong (Maporn et al., 2024)
Thai Word Segmentation using a Replacing the English Alphabet Approach to Enhance Thai Text Sentiment Analysis. Authors: Vuttichai Vichianchai, Sumonta Kasemvilas (Vichianchai & Kasemvilas, 2024)
Development of an Online Exhibition using Inquiry-Based Learning Management. Author: Siriporn Noiumkar (Noiumkar, 2024)
Artificial Intelligence Model for Cooperative Organic Farming. Authors: Attapap Maneetoem, Siriwan Dangcham (Maneetoem & Dangcham, 2024)
The Study of Sound Intensity Distribution and Its Relationship Overtime with the Livelihoods of People in the Community Around Samui Airport. Authors: Kodchagan Sri-ta, Kanokpim Thongyat, Supawadee Tosiri, Nutthapol Junkaew (Sri-ta et al., 2024)
The Study Results of Perception and Satisfaction of Elementary School Students with 2D Animation Cartoon: Primal Hunter. Authors: Chalantorn Thaluang, Punyarat Rungsoongnern (Thaluang & Rungsoongnern, 2024)
Online Marketing Communication Media Development of the Ban Wang Rang Yai Food Processing Community Enterprise to Add Value and Increase the Community Income at Makluea Kao Subdistrict, Sung Noen District, Nakhon Ratchasima Province. Author: Pheerawish Khamcharoen (Khamcharoen, 2024)
The Development of Computer Inventory Management System for Faculty of Science and Technology Nakhon Ratchasima Rajabhat University. Author: Thamonwannapohn KhaKhum (Khakhum, 2024)

The editorial board of the Journal of Information Science and Applied Technology (JIT) sincerely hopes that the eight articles published will be beneficial to researchers, providing knowledge that can be used to further develop their research in the future.

Assoc. Prof. Olarik Surinta, Ph.D.

Editor-in-Chief

Journal of Applied Informatics and Technology (Full Issue)

2024-05-26T22:42:53+07:00

- Investigation of the Top Scopus-Indexed Journals in Agricultural and Biological sciences Across Diverse Asian Countries: A Bibliometric Analysis (pp. 132-157)
- Thai Word Segmentation using a Replacing the English Alphabet Approach to Enhance Thai Text Sentiment Analysis (pp. 158-178)
- Development of an Online Exhibition by Inquiry-based Learning (pp. 179-195)
- Artificial Intelligence Model for Cooperative Organic Farming (pp. 196-221)
- The Study of Sound Intensity Distribution and Relationships at each Time with the Livelihood of People in the Community around Samui Airport (pp. 222-241)
- The Results of Perception and Satisfaction of Elementary School Students with 2D Animations Cartoon : Primal Hunter (pp. 242-261)
- Online Marketing Communication Media Development of the Ban Wang Rang Yai Food Processing Community Enterprise to Add Value and Increase the Community Income at Makluea Kao Subdistrict, Sung Noen District, Nakhon Ratchasima Province (pp. 262-279)
- The Development of Computer Inventory Management System For Faculty of Science and Technology Nakhon Ratchasima Rajabhat University (pp. 280-301)

Investigation of the Top Scopus-Indexed Journals in Agricultural and Biological sciences Across Diverse Asian Countries: A Bibliometric Analysis

2023-11-25T21:39:54+07:00

This article presents bibliometric data of major Asian Scopus-indexed journals in agricultural and biological sciences. The study aimed to compare top cited articles published in the top ranked journals in agricultural and biological sciences across different countries. Another purpose is to compare keywords, authors, and country collaboration of in the top ranked journals in agricultural and biological sciences across different countries. The data were collected from two sources, the Scimago Journal Ranking (SJR) 1999-2022 for yearly citation and publications and Scopus database for bibliometric data. The methodology included content analysis and bibliometric analysis of the selected journals, including the top-ranked journals located in China, Japan, and India. The instruments used were fundamental statistics and VOS viewer which was used for crafting author collaboration and keyword map. The analysis revealed that research on the 2019-nCoV virus, plant resilience, and fish genetics received most citations. While keyword analysis revealed similarities in the content of the journals, variations exist in the number of citations and publications. In addition, distinctions arise in authors and international collaboration. Typically, featured authors in each journal are predominantly researchers from the country where the journal is based. Finally, the political standings of each country also affected the publication.

Thai Word Segmentation using a Replacing the English Alphabet Approach to Enhance Thai Text Sentiment Analysis

2023-12-25T15:16:18+07:00

Thai word segmentation is an important method used that is in several document analysis applications. Dictionary-based techniques are popular for Thai word segmentation because of their high accuracy. However, these techniques are prone to errors, especially when some words are not in the dictionary. A solution to this problem is to add more vocabulary to the dictionary. Moreover, traditional techniques cannot be applied to segment misspelled words. Therefore, this research proposes a new Thai word segmentation method that replaces Thai letters with English letters. Replacing the English alphabet (REA) is a novel approach for generating short English character sequences using various formats with the same Thai writing structures. This approach improves the accuracy of Thai word segmentation, thus increasing the accuracy of Thai text classification and sentiment analysis. An evaluation is performed using Thai social media messages and Thai post comments on Pantip. These datasets are labeled by their sentiments (positive, neutral, or negative). The performance of the REA approach with the TF-G and RF techniques is better than that of the other methods, and the experimental results may be acceptable upon comparison with those of earlier well-known studies.

Development of an Online Exhibition using Inquiry-Based Learning Management

2023-10-16T00:17:37+07:00

The research aimed at 1) developing an online exhibition through inquiry-based learning management for Book Fair at Academic Resource Centre, Mahasarakham University case study, 2) evaluating the quality of the online exhibition, and 3) studying the visitors’ perception towards the online exhibition through inquiry-based learning management. By using Krejcie and Morgan table to determine the sample size, there were 132 Mahasarakham University students participating in the study. The research tools included 1) the online exhibition through inquiry-based learning, 2) the questionnaire for experts regarding the quality of the online exhibition, and 3) the questionnaire for visitors' perception towards the online exhibition based on the principles of inquiry-based learning. The research findings indicated that the online exhibition using inquiry-based learning management consists of 1) the aspect of engagement, 2) the aspect of exploration, 3) the aspect of explanation, 4) the aspect of elaboration, and 5) the aspect of evaluation. The exhibition was presented in a three-dimensional virtual reality format where visitors could experience the content of the online exhibition by navigating through the virtual world as if they were walking through an actual exhibition. The evaluation results of the online exhibition’s quality was at excellent level with the mean value of 4.61. The students’ perceptions when visiting the online exhibition was at high level with the mean value of 4.35. It indicated that the online exhibition could convey its content and story very well. It also allowed visitors to have interactions through chats, conversations, virtual walking in a 3D virtual reality, and freely explore the desired content that were presented in the forms of videos, images, texts, and live broadcasting. This could greatly enhance visitor’s perception and create new experience for them.

Artificial Intelligence Model for Cooperative Organic Farming

2023-09-09T11:06:49+07:00

The objectives of this research were to: 1) Design and develop artificial intelligence system model for cooperative organic farming (AI-COF). 2) To develop a model for measuring and analyzing factors in organic agriculture cultivation using NB-IoT. 3) To develop an application for producers and consumers of organic products. Tools and methods for developing a geographic information system are applied in the spiral model of system development life cycle. The system user group consists of the Phetchaburi Cooperative Organic Farming Network Agricultural Group. The research results were as follows: 1) the AI-COF is a combination of electronic sensors. There are 3 parts. (1) Measurement and analysis tools for organic agriculture cultivation factors with NB-IoT. (2) Temperature and humidity sensor kit and camera for plant growth monitoring. (3) The application for producers and consumers of organic agricultural products serves as a storefront for purchasing products and allows consumers to request specific vegetables to be grown. 2) Evaluation the model quality of the AI-COF. (1) The efficiency of the participatory organic agriculture cultivation AI system model is high, with an average level of 4.13 and a standard deviation of 0.54. (2) The efficiency of the measurement and analysis tools of planting factors with NB-IoT was at a high level with an average level of 4.18 and a standard deviation of 0.57 (3). Performance of the application for producers and consumers is at a high level with an average level of 3.55 and a standard deviation of 0.64. (4) Benefits to use in cultivation is at a high level with an average level of 4.18 and a standard deviation of 0.54. (5) Benefits to organic farming groups is at a high level with an average level of 3.76 and a standard deviation of 0.55 and the overall quality in every aspect is at a high level with an average level of 3.96 and a standard deviation of 0.57. The research results of the artificial intelligence system for participatory organic farming can be applied to groups of farmers who produce other types of crops in order to meet the needs of consumers.

The Study of Sound Intensity Distribution and Its Relationship Overtime with the Livelihoods of People in the Community Around Samui Airport

2023-11-04T14:19:45+07:00

The purpose of this study is to investigate the distribution of sound intensity and its relationship over time with the livelihoods of people in three communities surrounding Samui Airport, consisting of Ban Bang Rak, Ban Plai Laem, and Ban Chaweng. By utilizing geographic information systems (GIS) to perform spatial interpolation, the study found that the maximum sound intensity level during the morning period from 08:00 to 11:00 was 93.72 decibels. There are 4,650 households that have been impacted by noise levels exceeding 70 decibels. During the afternoon period from 13:00 to 16:00, the maximum sound level recorded was 88.69 decibels. There are 3,260 households impacted by noise levels exceeding 70 decibels. During the evening period from 18:00 to 21:00, the maximum sound level recorded was 86.06 decibels. There is a total of 4,957 households impacted by noise levels exceeding 70 decibels. In conclusion, the study revealed that the most significant impact of noise on the well-being of individuals in the neighborhoods surrounding Samui Airport occurs during the evening hours from 18:00 to 21:00. This observation corresponds with the survey findings. Because this timeframe coincides with peak flight activity and is also when individuals typically seek leisure and tranquillity, it is during the evening period that noise has the most significant impact on the community's quality of life.

The Study Results of Perception and Satisfaction of Elementary School Students with 2D Animation Cartoon: Primal Hunter

2023-11-10T23:35:32+07:00

The purposes of this research were to 1) develop the 2D animation cartoon: Primal Hunter, 2) study the perception of the sample group after watching the 2D animation cartoon: Primal Hunter, and 3) study the satisfaction of the sample group after watching 2D animation cartoon: Primal Hunter. The sample group consisted of 56 elementary school students from Ban Nong Buakham School, Nakhon Ratchasima province, selected using a group sampling method. The tools used to collect data were 1) 2D animation cartoon: Primal Hunter, 2) Quality assessment questionnaire for 2D animation cartoon: Primal Hunter, 3) Perception assessment questionnaire for the sample group after watching 2D animation cartoon: Primal Hunter, and 4) Satisfaction measurement questionnaire for the sample group after watching the 2D animation cartoon: Primal Hunter. The statistics used in the data analysis were: percentages, mean, and standard deviations. The study's findings revealed that 1) 2D animation cartoon: Primal Hunter had a very good overall quality, with an average rating of 4.69. 2) The perception level of the sample group after watching the 2D animation cartoon: Pyramol Hunter was found to be 85.36%, indicating a very high level of perception. 3) The satisfaction survey results of the sample group after watching the 2D animation cartoon: Pyramol Hunter showed that the sample group had the highest level of satisfaction, with an average rating of 4.68.

Online Marketing Communication Media Development of the Ban Wang Rang Yai Food Processing Community Enterprise to Add Value and Increase the Community Income at Makluea Kao Subdistrict, Sung Noen District, Nakhon Ratchasima Province

2023-11-04T15:23:27+07:00

The objective of the research is 1) to study the product potential of the Ban Wang Rang Yai Food Processing Community Enterprise. 2) to create online media for the marketing communication of the Ban Wang Rang Yai Food Processing Community Enterprise at Makluea Kao Subdistrict, Sung Noen District, Nakhon Ratchasima Province. The research could add value and increase the community incomes. In addition, it was the research for development, which was conducted with the qualitative research methods. The tools were the interview form and the focus group. Then the content analysis was conducted. There were 15 key informants, included with the community development academicians in Sung Noen District, the marketing and marketing communication academicians and the members of the Ban Wang Rang Yai Food Processing Community Enterprise in Sung Noen District, Nakhon Ratchasima Province.

The results revealed that 1) The Ban Wang Rang Yai food processing community enterprise had the potential in growing Hokkaido fresh milk corn. The group had the systems and processes for the production. The group also could build the careers and distribute the income within the community and the nearby communities and 2) the online marketing communication designed media ; the brands, the infographics, the online posters, the video clips, the product photos used for promoting on the page, the online brochure and LINE stickers, could extend the awareness of the identity and the brand. Moreover, the online media also could add the value to products and sustainably increase the community income.

The Development of Computer Inventory Management System for Faculty of Science and Technology Nakhon Ratchasima Rajabhat University

2023-10-15T14:00:19+07:00

The objectives of this study were to: 1) develop a computer inventory management system for the Faculty of Science and Technology 2) to study the evaluation of the system efficiency from 3 experts 3) to study the evaluation of user satisfaction with the use of the sample group. The selection of the sample group is based on the purposive sampling technique. By selecting from the support personnels who are involved in managing the curriculum equipment under the Faculty of Science and Technology, Nakhon Ratchasima Rajabhat University, a total of 30 people were selected. The preliminary test results show that the system is practical and can be beneficially utilized. The evaluation of the system's performance by experts yielded an average rating at a high level, with a mean score () of 4.35 and a standard deviation of 0.55. The average results classified by aspect found that the ease of use aspect is at the highest level. The performance aspect meets the requirement aspect and Information security aspect are at a high level of satisfaction. The satisfaction evaluation from the sample group regarding system usage also scored high, with an average of () 4.31 and a standard deviation of 0.58. The average results classified by aspect found that satisfaction with the system Service aspect of officials is at a high level.