Abstract
The research was to identify needs on design and development of a research recommendation system for southern province groups in Thailand. The system employs semantic search function, research system structure and scope of knowledge during January 2008 to December 2017. 3,873 entries had been gathered from ThaiLIS, TNRR, and Southern universities research database by employing textual analysis and knowledge organization focusing on Classification Approach and categorization which main topics are sorted and categorized. To develop ontology, it applies knowledge engineering concept and using Protégé Ontology Editor version 5.5 beta to process the data for the accurate system development according to user-centered design concept. The study findings were the developed system is able to support information exchange, information retrieval, and research search and to decrease research redundancy and unnecessary budgeting. Moreover, the system could possible enhance conducting more innovations, confirming experts in the area, showing research trends, and showing research results on related fields, strategies, and problems which leads to the Southern developments extensively. After the implementation, the users’ overall opinions and satisfaction was at a high level and information retrieval efficiency of system was at a good level with 0.70 accuracy, 0.78 recall, 0.88 precision, and 0.82 F-measure.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Office of Southern Border Administration Management. http://osmsouth-border.go.th/news_strategy. Accessed 9 Aug 2019
Bureau of Land Survey and Land Use Planning. http://www.tnmc-is.org/wp-content/uploads/2018/07/8_Lanuse-Planning-and-LanuseChangeLDD2561_Direk.pdf. Accessed 09 Aug 2019
Office of the National Economics and Social Development Board. https://www.nesdb.go.th/ewt_news.php?nid=5748. Accessed 09 Aug 2019
Kewsuwun, N.: The synthesis of problem needs and strategies of 14 southern provinces group administrative offices with correspondence of academic branches from national research council. Parichart J. 32(1), 389–423 (2019)
Office of Southern Andaman Administration Management. http://www.osmsouth-w.moi.go.th/submenu.php?page=163&l=th. Accessed 09 Aug 2019
Podhisita, C.: The Science and Art of Quality Research, 8th edn. Institute for Population and Social Research, Mahidol University, Bangkok, Thailand (2019)
Chan-o-cha, P. http://www.thaigov.go.th/news/contents/details/3981. Accessed 09 Aug 2019
Prasitrathasin, S.: Research Method in Social Sciences, 15th edn. Chulalongkorn University Press, Bangkok (2012)
Mueanrit, N.: The information architecture for research information storage and retrieval. Ph.D. thesis, Department of Information Science, Khon Kaen University, Khon Kaen, Thailand (2013)
Chan, L.M.: Cataloging and Classification: Intro. McGraw-Hill Book, New York (1985)
Panawong, J.: Development of knowledge base system for Northeastern Thailand. Ph.D. thesis, Department of Information Science, Khon Kaen University, Khon Kaen, Thailand (2015)
Archint, N.: Semantic Web Technologies. Klangnanawitaya, Khon Kaen (2014)
Boonprasaert, U.: Action research. Office of the Education Council, Bangkok, Thailand (2012)
Tripathy, B.K., Acharjya, D.P.: Global Trends in Intelligent Computing Research and Development. PA of IGI Global, Hershey (2014)
Vu, B., Mertens, J., Gaisbachgrabner, K., Fuchs, M., Hemmje, M.: Supporting taxonomy management and evolution in a web-based knowledge management system. In: Proceeding of HCI, 2018 Proceedings of the 32nd International BCS Human Computer Interaction Conference, pp. 1–11 (2018)
Hodge, G.: Systems of Knowledge Organization of Digital Libraries: Beyond Traditional Authority Files. Digital Library Federation, Washington (2000)
Hjorland, B.: Nine principles of knowledge organization. The royal school of Library and Information Science, DK-2300, Copenhagen (2015)
Taylor, A.G., Joudrey, D.N.: The Organization of Information. Libraries Unlimited, Wesport (2009)
Rowley, J.: Organizing knowledge: Intro Information Retrieval, 2nd edn. Ashgate Publishing, London, Hampshire (1992)
Fricke, M.: Logic and the Organization of Information. Springer, New York (2012). https://doi.org/10.1007/978-1-4614-3088-9_9
Kewsuwun, N.: Knowledge Structure of research for the Southern of Thailand development. In: The LISSASPAC: The 1st International Conference on Library and Information Science: From Open Library to Open Society on Proceedings, pp. 332–345 (2018). Sukhothai Thammathirat Open University, Nonthaburi, Thailand
Norman, D.: Administrative Office Management: AOM, 11th edn. South-Western Education Publishing, Cincinnati (1996)
Wipawin, N.: Digital data management process and research data management standards in digital data warehouses: research information warehouse. Sirindhorn Anthropology Center (Public organization), Bangkok (2016)
Davenport, T., Prusak, L.: Working Knowledge. Harvard Business School Press, Boston (1998)
Houda, S., Naila, A., Samir, B. https://doi.org/10.3991/ijet.v14i16.10588. Accessed 15 Aug 2019
Acknowledgments
With this research article the researcher would like to thank you the Office of Higher Education Commission on kindly provided research grant also thank you Prince of Songkla University and Khon Kaen University for support.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Kewsuwun, N., Kwiecien, K., Sae-Chan, C. (2020). Development of Southern Research Recommendation System. In: Sitek, P., Pietranik, M., Krótkiewicz, M., Srinilta, C. (eds) Intelligent Information and Database Systems. ACIIDS 2020. Communications in Computer and Information Science, vol 1178. Springer, Singapore. https://doi.org/10.1007/978-981-15-3380-8_47
Download citation
DOI: https://doi.org/10.1007/978-981-15-3380-8_47
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-3379-2
Online ISBN: 978-981-15-3380-8
eBook Packages: Computer ScienceComputer Science (R0)