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Sustainability Science

, Volume 9, Issue 2, pp 173–192 | Cite as

Initial design process of the sustainability science ontology for knowledge-sharing to support co-deliberation

  • Terukazu Kumazawa
  • Kouji Kozaki
  • Takanori Matsui
  • Osamu Saito
  • Mamoru Ohta
  • Keishiro Hara
  • Michinori Uwasu
  • Michinori Kimura
  • Riichiro Mizoguchi
Original Article

Abstract

Implementation of the sustainability science (SS) approach is often difficult because of poor communication between experts from different academic fields. We focused on ontology engineering as a method of knowledge structuring that supports the co-deliberation process. However, SS is too broad for a few experts to construct an ontology because SS targets and covers almost all existing research fields from the viewpoint of problem-solving. The N-iteration process is required for completing an SS ontology. In the present paper, we discuss the initial design process for constructing an ontology on SS from the aspect of a knowledge-sharing tool to support co-deliberation. First, we identified the SS ontology by referring to the existing literature. Second, we traced the structuring process of the SS ontology, which is independent of the existing research domain. Third, we compared the SS ontology with existing ontologies or concept structures on SS. Fourth, we assessed the SS ontology produced in the initial process in terms of relevance and coverage and addressed areas for improvement in order to facilitate co-deliberation among researchers from different domains. As a result of developing the SS ontology and applying it to the mapping tool that we developed based on the ontology, we found the following three points: the SS ontology enables us to define concepts relevant to SS without overlapping by distinguishing part-of and attribute-of relationships at the upper level of the ontology; the SS-based mapping tool successfully represents the potential countermeasures required by the targeted problem for all scientific fields except experimental engineering; however, the SS ontology requires further improvement in order to represent the conceptual linkage arising from compound and secondary problems and the fulfillment of classes at the lower hierarchy of Shortage problem, and requires slots for the entire hierarchy. In addition, based on the discussion of the areas for improvement, we found that missing slots and classes should be added in the process in which we use or improve tools corresponding to a variety of requirements for supporting co-deliberation. In this way, we are able to propose an incremental process for constructing the SS ontology from the aspect of a knowledge-sharing tool to support co-deliberation.

Keywords

Sustainability science Ontology Design process Co-deliberation support Knowledge structuring 

Notes

Acknowledgments

The present research was supported by the Ministry of Education, Culture, Sports, Science and Technology (MEXT) through Special Coordination Funds for Promoting Science and Technology as part of the IR3S flagship research project “Development of an Asian Resource-Circulating Society” undertaken by Osaka University and Hokkaido University. Additional support for the present research was provided by the Global Environment Research Fund (Hc-082) of the Ministry of the Environment, Japan and JSPS KAKENHI Grant Number 24710054. We gratefully acknowledge the helpful discussions with Prof. Hideaki Takeda, Prof. Hidehiko Kanegae, Prof. Katsuki Takao, Dr. Marek Makowski, Dr. Guenther Fischer, and Dr. Tatiana Ermolieva. We would also like to thank Asst. Prof. Yohei Yamaguchi, Lecturer Yugo Yamamoto, and Mr. Takeru Hirota for their involvement in this study. Finally, we would like to thank the 28 experts who completed the questionnaire survey.

References

  1. Athanasiadis IN, Rizzoli A-E, Janssen S, Andersen E, Villa F (2009) Ontology for seamless integration of agricultural data and models. In: Proceedings of the third international conference on metadata and semantic research, MTSR 2009, Milan, Italy, October 1–2, 2009, pp 282–293Google Scholar
  2. Choucri N (2003) Mapping sustainability, global system for sustainable development. Home page at: http://gssd.mit.edu/
  3. Choucri N, Mistree D, Haghseta F, Mezher T, Baker WR, Ortiz CI (eds) (2007) Mapping sustainability: knowledge e-networking and the value chain. Springer, New YorkGoogle Scholar
  4. Clark WC (2007) Sustainability science: a room of its own. Proc Natl Acad Sci USA 104(6):1737–1738CrossRefGoogle Scholar
  5. de Berg M, Cheong O, van Kreveld M, Overmars M (2008) Computational geometry: algorithms and applications. Springer, New YorkGoogle Scholar
  6. Elster J (1998) Deliberative democracy. Cambridge University Press, CambridgeCrossRefGoogle Scholar
  7. Funtowicz SO, Ravetz JR (1993) Science for the post-normal age. Futures 25(7):739–755CrossRefGoogle Scholar
  8. Glavič P, Lukman R (2007) Review of sustainability terms and their definitions. J Clean Prod 15(18):1875–1885CrossRefGoogle Scholar
  9. Gruber TR (1993) A translation approach to portable ontology specifications. Knowl Acquis 5(2):199–220CrossRefGoogle Scholar
  10. Harashina S (2000) Kankyo assessment. The Society for the Promotion of the Open University of JapanGoogle Scholar
  11. Hirota K, Kozaki K, Mizoguchi R (2008) Development of a conceptual map creation tool for overlooking ontologies. In: Proceedings of the 22nd annual conference of the Japanese Society for Artificial Intelligence (JSAI 2008), Asahikawa, Japan, June 2008, pp 1–4Google Scholar
  12. Hirota K, Kozaki K, Saito O, Mizoguchi R (2009) Development of ontology exploration tool for overlooking domain-knowledge. In: Proceedings of the 23rd annual conference of the Japanese Society for Artificial Intelligence, (JSAI 2009), Takamatsu, Japan, June 2009, pp 1–4Google Scholar
  13. Holsapple CW, Joshi KD (2002) A collaborative approach to ontology design. Commun ACM 45(2):42–47CrossRefGoogle Scholar
  14. Hübenthal U (1994) Interdisciplinary thought. Issues Integr Stud 12:55–75Google Scholar
  15. Janssen S, Ewert F, Li H, Athanasiadis IN, Wien JJF, Thérond O, Knapen MJR, Bezlepkina I, Alkan-Olsson J, Rizzoli AE, Belhouchette H, Svensson M, van Ittersum MK (2009a) Defining assessment projects and scenarios for policy support: use of ontology in Integrated Assessment and Modelling. Environ Model Softw 24(12):1491–1500CrossRefGoogle Scholar
  16. Janssen S, Andersen E, Athanasiadis IN, van Ittersum MK (2009b) A database for integrated assessment of European agricultural systems. Environ Sci Policy 12:573–587CrossRefGoogle Scholar
  17. Kajikawa Y (2008) Research core and framework of sustainability science. Sustain Sci 3(2):215–239CrossRefGoogle Scholar
  18. Kates RW, Clark WC, Corell R, Hall JM, Jaeger CC, Lowe I, McCarthy JJ, Schellnhuber HJ, Bolin B, Dickson NM, Faucheux S, Gallopin GC, Grübler A, Huntley B, Jäger J, Jodha NS, Kasperson RE, Mabogunje A, Matson P, Mooney H, Moore B III, O’Riordan T, Svedin U (2001) Environment and development: sustainability science. Science 292(5517):641–642CrossRefGoogle Scholar
  19. Kemp R, Martens P (2007) Sustainable development: how to manage something that is subjective and never can be achieved? Sustain Sci Pract Policy 3(2):5–14Google Scholar
  20. Kitamura Y (2012) Ontology no Hukyuu to Ouyou. Ohmsha (in Japanese)Google Scholar
  21. Klein JT (2004) Interdisciplinarity and complexity: an evolving relationship. Emerg Complex Organ 6(1–2):2–10; special double issueGoogle Scholar
  22. Klein JT, Newell WH (1997) Advancing interdisciplinary studies. In: Gaff JG, Ratcliff JL (eds) Handbook of the undergraduate curriculum: a comprehensive guide to purposes, structures, practices, and change. Jossey-Bass, San Francisco, pp 393–415Google Scholar
  23. Komiyama H, Takeuchi K (2006) Sustainability science: building a new discipline. Sustain Sci 1:1–6CrossRefGoogle Scholar
  24. Kumazawa T, Matsui T, Hara K, Uwasu M, Yamaguchi Y, Yamamoto Y, Kozaki K, Saito O, Mizoguchi R (2008) Knowledge structuring process of sustainability science based on ontology engineering. In: Proceedings of the 8th international conference on eco balance, Tokyo, Japan, December 10–12 2008, pp 409–412Google Scholar
  25. Kumazawa T, Saito O, Kozaki K, Matsui T, Mizoguchi R (2009a) Toward knowledge structuring of sustainability science based on ontology engineering. Sustain Sci 4(1):99–116CrossRefGoogle Scholar
  26. Kumazawa T, Kozaki K, Matsui T, Saito O, Ohta M, Hara K, Uwasu M, Yamaguchi Y, Yamamoto Y, Mizoguchi R (2009b) Development of ontology on sustainability science focusing on building a resource-circulating society in Asia. In: Proceedings of the 6th international symposium on environmentally conscious design and inverse manufacturing (EcoDesign 2009), Sapporo, Japan, December 2009, CDGoogle Scholar
  27. Kumazawa T, Uwasu M, Hara K, Kimura M, Saito O (2012) Designing collaborative approach among experts in an interdisciplinary research project—case study on sustainability science. Papers on Environmental Information Science 26:165–170 (in Japanese)Google Scholar
  28. Larson B (2011) Metaphors for environmental sustainability—redefining our relationship with nature. Yale University Press, New Haven and LondonGoogle Scholar
  29. Mizoguchi R (2003) Tutorial on ontological engineering—part 1: introduction to ontological engineering. New Gener Comput 21(4):365–384CrossRefGoogle Scholar
  30. Mizoguchi R (2004a) Tutorial on ontological engineering—part 2: ontology development, tools and languages. New Gener Comput 22(1):61–96CrossRefGoogle Scholar
  31. Mizoguchi R (2004b) Tutorial on ontological engineering—part 3: advanced course of ontological engineering. New Gener Comput 22(2):198–220CrossRefGoogle Scholar
  32. Mizoguchi R (2005) Ontology Kougaku. Ohmsha (in Japanese)Google Scholar
  33. Mizoguchi R (2010) YAMATO: yet another more advanced top-level ontology. Available online at: http://www.ei.sanken.osaka-u.ac.jp/hozo/onto_library/upperOnto.htm
  34. Mizoguchi R, Kozaki K, Saito O, Kumazawa T, Matsui T (2011) Structuring of knowledge based on ontology engineering. In: Komiyama H, Takeuchi K, Shiroyama H, Mino T (eds) Sustainability science: a multidisciplinary approach (sustainability science 1), section 2-3. United Nations University Press, New York, pp 47–68Google Scholar
  35. Musen MA (1992) Dimensions of knowledge sharing and reuse. Comput Biomed Res 25(5):435–467CrossRefGoogle Scholar
  36. Renear AH, Palmer CL (2009) Strategic reading, ontologies, and the future of scientific publishing. Science 325:828–832CrossRefGoogle Scholar
  37. Rotmans J, Loorbach D (2010) Towards a better understanding of transitions and their governance—a systemic and reflexive approach. In: Grin J, Rotmans J (eds) Transition to sustainable development—new directions in the study of long term transformative change. Routledge, New York, pp 106–220Google Scholar
  38. Saito O, Kozaki K, Hirota T, Mizoguchi R (2011) Application of ontology engineering to biofuel problems. In: Komiyama H, Takeuchi K, Shiroyama H, Mino T (eds) Sustainability science: a multidisciplinary approach (sustainability science 1), section 2-4. United Nations University Press, New York, pp 69–86Google Scholar
  39. Steffen W, Jäger J, Carson DJ, Bradshaw C (eds) (2002) Challenges of a changing earth. Springer, HeidelbergGoogle Scholar
  40. van Ittersum MK, Ewert F, Heckelei T, Wery J, Olsson JA, Andersen E, Bezlepkina I, Brouwer F, Donatelli M, Flichman G, Olsson L, Rizzoli AE, van der Wal T, Wien JE, Wolf J (2008) Integrated assessment of agricultural systems—a component-based framework for the European Union (SEAMLESS). Agric Syst 96:150–165CrossRefGoogle Scholar

Copyright information

© Springer Japan 2013

Authors and Affiliations

  • Terukazu Kumazawa
    • 1
  • Kouji Kozaki
    • 2
  • Takanori Matsui
    • 3
  • Osamu Saito
    • 4
  • Mamoru Ohta
    • 5
  • Keishiro Hara
    • 6
  • Michinori Uwasu
    • 6
  • Michinori Kimura
    • 7
  • Riichiro Mizoguchi
    • 8
  1. 1.Center for Coordination, Promotion and CommunicationResearch Institute for Humanity and NatureKyotoJapan
  2. 2.The Institute of Scientific and Industrial ResearchOsaka UniversityIbarakiJapan
  3. 3.Division of Sustainable Energy and Environmental Engineering, Graduate School of EngineeringOsaka UniversitySuitaJapan
  4. 4.Institute for Sustainability and Peace (UNU-ISP)United Nations UniversityTokyoJapan
  5. 5.Enegate Co., Ltd.Settus-ShiJapan
  6. 6.Center of Environmental Innovation Design for SustainabilityOsaka UniversitySuitaJapan
  7. 7.Lake Biwa Environmental Research InstituteOtsuJapan
  8. 8.Research Center for Service ScienceJapan Advanced Institute of Science and TechnologyNomiJapan

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