Advertisement

Development of Southern Research Recommendation System

  • Nawapon KewsuwunEmail author
  • Kanyarat Kwiecien
  • Chumchit Sae-Chan
Conference paper
  • 221 Downloads
Part of the Communications in Computer and Information Science book series (CCIS, volume 1178)

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.

Keywords

Southern research recommendation Southern Thailand Research for development Information and knowledge management Ontology 

Notes

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.

References

  1. 1.
    Office of Southern Border Administration Management. http://osmsouth-border.go.th/news_strategy. Accessed 9 Aug 2019
  2. 2.
  3. 3.
    Office of the National Economics and Social Development Board. https://www.nesdb.go.th/ewt_news.php?nid=5748. Accessed 09 Aug 2019
  4. 4.
    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)Google Scholar
  5. 5.
    Office of Southern Andaman Administration Management. http://www.osmsouth-w.moi.go.th/submenu.php?page=163&l=th. Accessed 09 Aug 2019
  6. 6.
    Podhisita, C.: The Science and Art of Quality Research, 8th edn. Institute for Population and Social Research, Mahidol University, Bangkok, Thailand (2019)Google Scholar
  7. 7.
    Chan-o-cha, P. http://www.thaigov.go.th/news/contents/details/3981. Accessed 09 Aug 2019
  8. 8.
    Prasitrathasin, S.: Research Method in Social Sciences, 15th edn. Chulalongkorn University Press, Bangkok (2012)Google Scholar
  9. 9.
    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)Google Scholar
  10. 10.
    Chan, L.M.: Cataloging and Classification: Intro. McGraw-Hill Book, New York (1985)Google Scholar
  11. 11.
    Panawong, J.: Development of knowledge base system for Northeastern Thailand. Ph.D. thesis, Department of Information Science, Khon Kaen University, Khon Kaen, Thailand (2015)Google Scholar
  12. 12.
    Archint, N.: Semantic Web Technologies. Klangnanawitaya, Khon Kaen (2014)Google Scholar
  13. 13.
    Boonprasaert, U.: Action research. Office of the Education Council, Bangkok, Thailand (2012)Google Scholar
  14. 14.
    Tripathy, B.K., Acharjya, D.P.: Global Trends in Intelligent Computing Research and Development. PA of IGI Global, Hershey (2014)CrossRefGoogle Scholar
  15. 15.
    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)Google Scholar
  16. 16.
    Hodge, G.: Systems of Knowledge Organization of Digital Libraries: Beyond Traditional Authority Files. Digital Library Federation, Washington (2000)Google Scholar
  17. 17.
    Hjorland, B.: Nine principles of knowledge organization. The royal school of Library and Information Science, DK-2300, Copenhagen (2015)Google Scholar
  18. 18.
    Taylor, A.G., Joudrey, D.N.: The Organization of Information. Libraries Unlimited, Wesport (2009)Google Scholar
  19. 19.
    Rowley, J.: Organizing knowledge: Intro Information Retrieval, 2nd edn. Ashgate Publishing, London, Hampshire (1992)Google Scholar
  20. 20.
    Fricke, M.: Logic and the Organization of Information. Springer, New York (2012).  https://doi.org/10.1007/978-1-4614-3088-9_9CrossRefzbMATHGoogle Scholar
  21. 21.
    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, ThailandGoogle Scholar
  22. 22.
    Norman, D.: Administrative Office Management: AOM, 11th edn. South-Western Education Publishing, Cincinnati (1996)Google Scholar
  23. 23.
    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)Google Scholar
  24. 24.
    Davenport, T., Prusak, L.: Working Knowledge. Harvard Business School Press, Boston (1998)Google Scholar
  25. 25.
    Houda, S., Naila, A., Samir, B.  https://doi.org/10.3991/ijet.v14i16.10588. Accessed 15 Aug 2019CrossRefGoogle Scholar

Copyright information

© Springer Nature Singapore Pte Ltd. 2020

Authors and Affiliations

  • Nawapon Kewsuwun
    • 1
    Email author
  • Kanyarat Kwiecien
    • 1
  • Chumchit Sae-Chan
    • 2
  1. 1.Department of Information Science, Faculty of Humanities and Social SciencesKhon Kaen UniversityKhon KaenThailand
  2. 2.Department of Library and Information Science, Faculty of Humanities and Social SciencesPrince of Songkla UniversityPattaniThailand

Personalised recommendations