Abstract
In order to make a social environment where analysts and decision makers in businesses or science can be provided with data they need. The authors discuss why researchers should consider this data and how they can (re)design the social environment as the market of data, where each user or provider of data can externalize and share the value of each dataset so that one can buy/sell it in a reasonable condition for a reasonable price or as open source if it may give merits to wide range of people as well as particular segments of stakeholders. Presenting one way to go, that is called Innovators Marketplace on Data Jackets. The authors present a vision for the systematic design of the market of data where data, tools for data mining, and new technologies are configured. Here, relations among databases, datasets, tools are visualized to aid stakeholders’ communication about possible use scenarios of these elements. By this, this chapter is calling for potential contributors in the future to the project of designing the market of data.
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References
Ohsawa, Y., Nishihara, Y.: Innovators’ Marketplace: Using Games to Activate and Train Innovators. Springer, Heidelberg (2012)
Ohsawa, Y., Benson, N., Yachida, M.: Keygraph: Automatic indexing by co-occurrence graph based on building construction metaphor. In: Proc. Advanced Digital Library Conference (IEEE ADL 1998), pp. 12–18 (1998)
Hong, C.F., Yang, H.F., Lin, M.H., Lin, G.S.: Creative design by bipartite keyGraph based interactive evolutionary computation. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), vol. 4253, pp. 46–56. Springer, Heidelberg (2006)
Ohsawa, Y., McBurney, P.: Chance Discovery. Springer, Heidelberg (2003)
Fruchter, R., Ohsawa, Y., Matsumura, N.: Knowledge reuse through chance discovery from an enterprise design-build enterprise data store. New Mathematics and Natural Computation 1(3), 393–406 (2005)
Llor, X., Goldberg, D., Ohsawa, Y., Matsumura, N., Washida, Y., Tamura, H., Yoshikawa, M., Welge, M., Auvil, L., Searsmith, D., Ohnishi, K., Chao, C.J.: Innovation and creativity support via chance discovery, genetic algorithms, and data mining. New Mathematics and Natural Computation 2(1), 85–100 (2006)
Joshi, M.: On evaluating performance of classifiers for rare classes. In: Proceedings of The 2th IEEE International Conference on Data Mining (ICDM), pp. 641–644 (2002)
Weiss, G., Hirsh, H.: Learning to predict rare events in event sequences. In: Proc. International Conf. KDD 1998, pp. 359–363 (1998)
Dervin, B.: An overview of sense-making research: concepts, methods and results. Paper presented at the Annual Meeting of the International Communication Association, Dallas, TX (1983)
Hayashi, T., Ohsawa, Y.: Processing combinatorial thinking: Innovators marketplace as role-based game plus action planning. In: 1st European Workshop on Chance Discovery and Data Synthesis in 20th Europian Conference on AI, pp. 1–6 (2012)
Mohammed, S., Ringseis, E.: Cognitive diversity and consensus in group decision making: The role of inputs, processes, and outcomes. Organizational Behavior and Human Decision Processes 85(2), 310–335 (2001)
Kato, T., Jasper, J.: NEC develops failure sign monitoring system for large-scale plants: Capitalizing on NEC’s big data analysis technologies, p. 1. Press Releases, NEC Corporation (2013)
Koshizuka, S., Naitoh, M., Uchida, S., Okada, H.: Evaluation procedures for wall thinning due to flow accelerated corrosion and liquid droplet impingement. In: International Symposium on the Ageing Management and Maintenance of Nuclear Power Plants, pp. 18–28. Mitsubishi Research Institute (2010)
Ohsawa, Y., Kido, H., Hayashi, T., Chang, L.: Data jackets for synthesizing values in the market of data. Procedia Computer Science 22, 709–716 (2013)
Kushiro, N.: A method for generating ontologies in requirements domain for searching data sets in marketplace. In: Proceedings of MoDAT: International Workshop on Designing the Market of Data - for Synthesizing Data in Sciences and Businesses, pp. 688–693 (2013)
Gentner, D.: Structure-mapping: A theoretical framework for analogy. Cognitive Science 7(2), 155–170 (1983)
Bollegala, D., Kushimoto, M., Yoshida, Y., Kawarabayashi, K.: Mining for analogous tuples from an entity-relation graph. In: Proc. International Joint Conference on Artificial Intelligence, pp. 2064–2070 (2013)
Kunifuji, S., Kato, N., Wierzbicki, A.P.: Creativity Support in Brainstorming. Creativity Environents, vol. 59, pp. 93–126. Springer, Heidelberg (2007)
Gottesdiener, E.: Requirements by Collaboration: Workshops for Defining Needs. Addison-Wesley (2002)
August, J.: Joint application design: the group session approach to system design. Yourdon Press Upper Saddle River (1991)
Plattner, H., Meinel, C., Leifer, L.: Design thinking - Understand - Improve - Apply. Springer, Heidelberg (2011)
Komoda, K., Ohsawa, Y.: A multi-document relative characteristics visualization for understanding support (in japanese). In: The 5th JSAI Workshop SIG-AM-05-07, pp. 41–46 (2013)
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Ohsawa, Y., Kido, H., Hayashi, T., Liu, C., Komoda, K. (2015). Innovators Marketplace on Data Jackets, for Valuating, Sharing, and Synthesizing Data. In: Tweedale, J., Jain, L., Watada, J., Howlett, R. (eds) Knowledge-Based Information Systems in Practice. Smart Innovation, Systems and Technologies, vol 30. Springer, Cham. https://doi.org/10.1007/978-3-319-13545-8_6
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DOI: https://doi.org/10.1007/978-3-319-13545-8_6
Publisher Name: Springer, Cham
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