คลังเก็บป้ายกำกับ: SCOPUS

Research, ผลงานตีพิมพ์, ผลงานวิจัย

An Information Service Platform for Decision Support in Academic Admissions Using Data Fabrics and Artificial Intelligence

ABSTRACT

This paper presents the architecture of an information service platform for decision support in academic admissions, utilizing data fabrics and artificial intelligence. The factors affecting students’ further education can be classified into four main types: (1) the course, (2) image, (3) personal reasoning of the student, and (4) public relations. The process of providing information for decision support in academic admissions can be divided into six stages: (1) collecting information, (2) matching study guidance, (3) recommending appropriate education, (4) confirming information, (5) assessing student admissions, and (6) providing feedback. Data fabric is an increasingly popular technology application for data management. The data fabric architecture consists of six layers: (1) an augmented data catalog, (2) a knowledge graph enriched with semantics, (3) metadata activation, (4) a recommendation engine for active metadata, (5) data preparation and integration, and (6) orchestration and data operations. A smart decision support system (DSS) technology is used to assist in decision-making. The results showed that this architecture has an excellent level of suitability (mean = 4.56, standard deviation = 0.35). It can be applied to a university to help it become a digital university and align with its mission.

Tasatanattakool, P., Nongnuch, K., Wannapiroon, P., & Nilsook, P. (2023).
An Information Service Platform for Decision Support in Academic Admissions Using Data Fabrics and Artificial Intelligence.
International Journal of Interactive Mobile Technologies (iJIM), 17(21), pp. 34–49. https://doi.org/10.3991/ijim.v17i21.41757

Research, ผลงานตีพิมพ์, ผลงานวิจัย

Imagineering MOOC Instructional Design Model to Enhance Creative Thinking and Creative Health Media Innovation

ABSTRACT
The research aims to redesign and develop the Imagineering MOOC Instructional Design model (I-MOOC ID model) to enhance creative thinking and creative health media innovation. The exploratory sequential design mixed-method research method was used, and it was
divided into three phases: (1) investigation and synthesis of the composition of the I-MOOC ID model based on qualitative research methods by using scoping reviews; (2) redesign and validation of the I-MOOC ID model based on quantitative research methods through measurement of items with the Content Validity Index (CVI); and (3) assessment of the suitability of the I-MOOC ID model based on quantitative research methods. The findings indicate that:
(1) The I-MOOC ID model is composed of five compositions: 1) educational stakeholders; 2) the Imagineering learning experience cycle, which consists of nine steps: inspire, imagine, design, develop, present, publish, improve, evaluate, and reflect; 3) the MOOC learning platform;
4) the course syllabus; and 5) authentic assessment; (2) The I-MOOC ID model has five main processes and 16 sub-processes; and (3) The experts agreed with the overall model in terms of the instructional design based on integrating technological pedagogical content knowledge (TPACK) in the digital age to develop learners’ learning outcomes and rated the suitability of the model as most suitable, with a combined mean of 4.72. The standard deviation was 0.47.
KEYWORDS
Imagineering, MOOC, Instructional Design model, creative thinking, creative health media innovation

Nittayathammakul, V., Rattanasak, S., Wannapiroon, P., Nilsook, P., Arora, R., Thararattanasuwan, K. (2023). Imagineering MOOC Instructional Design Model to Enhance Creative Thinking and Creative Health Media Innovation. International Journal of Emerging Technologies in Learning (iJET), 18(19), pp. 84–102. https://doi.org/10.3991/ijet.v18i19.38129

Research, ผลงานตีพิมพ์, ผลงานวิจัย

A constructionist, imagineering learning system with the metaverse: a study of learning outcomes at secondary schools in Thailand

ABSTRACT: The constructionist, imagineering learning system with the metaverse (CILM) is a tool that was designed to promote self-directed learning in both the virtual and physical world. In the metaverse world, users must simulate themselves into avatars to access the system, so they can learn by doing and present their works by means of virtual
technology. This study is based mainly on the concepts related to technologies and platforms in the virtual world, as well as teaching platforms in the new normal era in Thailand. The aim is to facilitate continuous learning anywhere and anytime by making the ultimate use of existing technologies in education management in Thailand, and to pave ways for young innovators in the digital age. The results of this study indicate that the CILM is an efficient tool to promote learning through the virtual world, and that young learners capable of creating innovations can work and add new knowledge to that space that can be further utilised or transferred to others. Furthermore, the system can increase the learning achievement of its users thanks to the application of digital technologies and tools that satisfy the needs of learners.

Suputtra Sapliyan, Pinanta Chatwattana & Prachyanun Nilsook (2023)
A constructionist, imagineering learning system with the metaverse: a study of learning outcomes at secondary schools in Thailand.
Global Journal of Engineering Education. Vol. 25, No.2 (2023) ; pp 90-98.
http://www.wiete.com.au/journals/GJEE/Publish/vol25no2/05-Chatwattana-P.pdf

Research, ผลงานตีพิมพ์, ผลงานวิจัย

A Systematic Review of the Intelligent Digital Storytelling Process in Disseminating Health Information

ABSTRACT

Digital storytelling is a new concept in education that involves creating meaning. It is a tool with great potential, but in Thailand, it is currently not very popular in terms of sharing stories about disease. This review analyzes the components and processes of intelligent digital storytelling to aid the development of an intelligent digital storytelling platform for disseminating health information. Based on the synthesis of relevant documents, the research process involves 9 main steps: 1) identifying the review objectives, 2) reviewing research questions, 3) determining inclusion criteria, 4) finding relevant studies, 5) selecting documents, 6) data extraction, 7) arriving at a conclusion, 8) document synthesis and 9) discussion of the results. A study of articles from the PRISMA Checklist published between 2017 and 2022 revealed that ultimately only 47 articles met the inclusion criteria. From the analysis of the data, it was found that there are four main elements and 16 sub-components of intelligent digital storytelling. There are 12 steps in the process of intelligent digital storytelling with regard to health information dissemination. The optimal length of an intelligent digital narrative video clip relating to health information dissemination is approximately 2-5 minutes when it comes to achieving the best knowledge of health information.

Kawitsara Eambunnapong, Prachyanun Nilsook and Panita Wannapiroon (2023) A Systematic Review of the Intelligent Digital Storytelling Process in Disseminating Health Information.
International Journal of Online and Biomedical Engineering, (2023), 200-223, 19(07).
https://doi.org/10.3991/ijoe.v19i07.37431

Research, ผลงานตีพิมพ์, ผลงานวิจัย

Total learning experience (TLE) on the cloud with an intellectual repository to enhance digital empathy and literacy skills

Abstract

The total learning experience (TLE) model on the cloud with an intellectual repository is a tool that can be employed to promote limitless self-learning by means of active learning. In this model, learners are encouraged to have real experiences and face challenges leading to the creation of new knowledge and enrichment of their existing knowledge. This model can also be applied in other contexts, which can be done by integrating the concepts of technologies and new platforms offering experience-based instruction to create new ways of instructional design. Moreover, the model can be utilised in the current instruction management approach that usually focuses on continuous learning with the aid of technology. The results of this research can be used as a guideline for the design and development of the TLE system using an intellectual repository, which encourages experiential learning and generates new knowledge through self-learning with the aid of digital technology. In addition, this kind of learning promotes the exchange of knowledge through on-line social networks, thus contributing to the development of digital empathy and literacy skills, and the creation of a learning society. © WIETE 2022.

Author keywords

digital empathy; intellectual repository; literacy skills; Total learning experience on the cloud

Chatwattana, P., Piriyasurawong, P., Nilsook, P., & Wannapiroon, P. (2023). Total learning experience (TLE) on the cloud with an intellectual repository to enhance digital empathy and literacy skills. Global Journal of Engineering Education, 24(3), 193-201.

http://www.wiete.com.au/journals/GJEE/Publish/vol24no3/04-Chatwattana-P.pdf

Research, ผลงานตีพิมพ์, ผลงานวิจัย

Synthesis of Digital Fabrication Laboratory for Higher Education

Abstract:In this paper, the researcher would like to discuss the processes and components of Digital Fabrication Laboratory for higher education in order to create Digital Fabrication Laboratory for higher education. There are 2 steps of research procedures: 1. gathering information from articles and papers related to the processes and components of the Digital Fabrication Laboratory for higher education, and 2. analyzing and synthesizing the processes and components of Digital Fabrication Laboratory for higher education. The findings revealed that there were 4 processes of Digital Fabrication Laboratory: 1. design, 2. prepare, 3. fabricate, and 4. Assembly and installation. The 4 components of Digital Fabrication Laboratory were 1. hardware, 2. software, 3. material and 4. storage and simulator tools online.

S. Sopapradit, P. Nilsook and P. Wannapiroon, “Synthesis of Digital Fabrication Laboratory for Higher Education,”
2023 IEEE 12th International Conference on Educational and Information Technology (ICEIT), Chongqing, China, 2023, pp. 120-124, https://doi.org/10.1109/ICEIT57125.2023.10107847.

ผลงานตีพิมพ์, ผลงานวิจัย

Perceptions and the new paradigm of Thai vocational education

Abstract

The objectives were to: 1) assess and analyse students’ perceptions toward vocational education; 2) propose a new paradigm and alternative pathways to change students’ perceptions about vocational education. The use of mixed methods in this study developed a better understanding of secondary students’ decisions towards vocational education. The results obtained from different methods have enriched the understanding of vocational education issues and advanced research in vocational education. A five-point Likert scale questionnaire was used to analyse the perceptions of 802 secondary students from six Thai regions toward vocational education. In-depth interviews with 18 students in grades 7-12 were analysed using a content analysis. Secondary students who had completed or were enrolled in vocational education influenced secondary students’ views on vocational education. A new paradigm is required for new vocational education images, which may modify the image of vocational education and contribute to a new paradigm shift in vocational education.

Keywords

vocational education innovation, new paradigm in vocational education, perceptions of vocational education, vocational learning

Nongluck Manowaluilou, Prachyanun Nilsook and Prompilai Buasuwan (2023) Perceptions and the new paradigm of Thai vocational education.
International Journal of Innovation and Learning. Vol. 33, No. 3 ; pp 344-365. (SCOPUS) https://doi.org/10.1504/IJIL.2023.130101

Research, ผลงานวิจัย

Career awareness linkage strategies to support learning career education and STEM education

Abstract

This study analyzed the attributes and competencies for careers that correspond to STEM education to facilitate career awareness in early childhood and assessed the appropriateness of career awareness and career exploration through career education that supports STEM education. A number of methods were used to assess skills and competencies for early childhood children: Synthesizing existing research, interviews with well-known 12 people who have careers in STEM fields (e.g., psychologists, scientists, entomologists, physicians), and stakeholder analysis, and a career linkage strategy model. The findings indicated that the most important attributes and competencies for overall child development were the ability to recognize one’s own emotions, to form one’s attitude, to build one’s character, to develop one’s personality, and to learn competence that could form one’s identity and be used in a variety of situations. The career linkage strategy model is proposed for connecting each stakeholder to support children’s career learning. It connects schools, family, and other supports that could yield results in career awareness in early childhood children. The career linkage strategy model is a way of promoting the role of society in career learning in early childhood. It found that all sectors were important as they facilitated or affected career awareness in early childhood.

Nongluck Manowaluiloua and Prachyanun Nilsook (2023) Career awareness linkage strategies to support learning career education and STEM education. Kasetsart Journal of Social Sciences, Volume 044, Issue 1, January 2023- March 2023, Pages 199-208.
https://doi.org/10.34044/j.kjss.2023.44.1.22

Confernce, Research, ผลงานตีพิมพ์, ผลงานวิจัย

Digital Learning Ecosystem Based on the STEAM Gamification Concept to Develop Innovator Characteristics of Vocational Learners

Abstract

Developing the manpower to have completeness, including knowledge, skills, attitudes, morals, and ethics. It is an important foundation for the development of the nation for sustainable progress; as shown in the framework of the 13th National Economic and Social Development Plan [1], which aims to develop human resources in all dimensions, and at all ages to become good, competent, qualified, ready for life in the 11th century; The STEAM Education is a model of learning management that focuses on integrating knowledge in the five sciences, namely Science, Technology, Engineering, Art and Mathematics to create a comprehensive body of knowledge for learners; As for the learning process with the Gamification, it is the concept of organizing activities that will encourage learners to participate, create a good learning environment, and promote the characteristics of learners in working as a team, with the principle of the two concepts, if used in planning the development of learning management for vocational students, that focusing on professional skills development will help promote the potential of learners to meet the goals of effective manpower development; therefore, it is the origin of the development of digital learning ecosystems based on the STEAM Gamification concept to develop innovator characteristics of vocational learners, which play an important role in the development of the country, as a guideline for developing learners to have knowledge, skills, good attitude in working in the organization, or entrepreneurship in the future; it also promotes the lifelong learning characteristics of learners, from applying and utilizing the self-development process with the scientific and artistic thought processes that are possible to create innovations for solving problems and developing society and the nation in the future.

Kummanee, J., Nilsook, P., Piriyasurawong, P., Wannapiroon, P. (2023). Digital Learning Ecosystem Based on the STEAM Gamification Concept to Develop Innovator Characteristics of Vocational Learners. In: Auer, M.E., Pachatz, W., Rüütmann, T. (eds) Learning in the Age of Digital and Green Transition. ICL 2022. Lecture Notes in Networks and Systems, vol 634. Springer, Cham. https://doi.org/10.1007/978-3-031-26190-9_73

Research, ผลงานวิจัย

Gamers’ Total Experience and Game Motivation for Further Education Digital Manpower

Abstract—Digital Manpower is very necessary in Thailand today as the
growth of technology continues to increase. For example, tech giant Gartner has announced new technology trends every year including 2022, announcing the following technology trends: Total Experience, Composable Application, Decision Intelligence, Hyperautomation, Distributed Enterprises, Autonomic Systems, Generative AI, AI Engineering etc. The application of technology in daily life is increasing. The development of Digital Manpower is therefore very important in order to increase the knowledge and expertise of the country’s people
in technology. From the statistics, the country has increased internet usage in many ways. For example, from the statistics in 2021, Thai children playing games were number 1 in the world, and in 2022, Thai children playing games are in 2nd place in the world. But the problem faced with Thai education today is that children like to play games and think that they can study in the field of computers. But, in fact, students are not directed into the technology field taking into account their own aptitudes. causing the study to be not fully effective and some leave their courses midway. Therefore, this research is interested in the Confirmation factors of children playing games by collecting data on Gamers’ Total Experience and Game Motivation in order to analyze the data and discover the confirmation factors that direct the admissions to various computer disciplines. What direction and aptitude do you need to be able to enter a group of computer science disciplines in order to become a Digital Manpower in the country’s future development. The researcher has collected data from a sample of 630 people from all six groups in computer science. The confirmation factor was analyzed by
the LISREL program. It was found that each group of computer disciplines had different confirmation factors.

Pornpongtechavanich, P., Nilsook, P., & Wannapiroon, P. (2023). Gamers’ Total Experience and Game Motivation for Further Education Digital Manpower. International Journal of Emerging Technologies in Learning (iJET), 18(05), pp. 62–78. https://doi.org/10.3991/ijet.v18i05.36877