Abstract
This paper proposes the schema graph for introducing specialization and generalization to a graph-based data model in order to systematize and reuse knowledge effectively. Systematizing and reusing knowledge are important functions of the knowledge-based human activity. The schema graph enables specialization and generalization relationships to be dynamically added, and removed. The methods of modifying these relationships are precisely presented. The schema graph enables us to systematize and reuse knowledge with keeping the structure flexible.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Petrakis, E.G.M., Faloutsos, C.: Similarity Searching in Medical Image Databases. IEEE Trans. on Know. and Data Eng. 9, 435–447 (1997)
Uehara, K., Oe, M., Maehara, K.: Knowledge Representation, Concept Acquisition and Retrieval of Video Data. In: Proc. of Int’l Symposium on Cooperative Database Systems for Advanced Applications, pp. 218–225 (1996)
Jaimes, A.: A Component-Based Multimedia A Data Model. In: Proc. of ACM Workshop on Multimedia for Human Communication: from Capture to Convey (MHC 2005), pp. 7–10 (2005)
Manjunath, B.S., Salembier, P., Sikora, T. (eds.): Introduction to MPEG-7. John Wiley & Sons, Ltd., Chichester (2002)
Hochin, T.: Graph-based data model for the content representation of multimedia data. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), vol. 4252, pp. 1182–1190. Springer, Heidelberg (2006)
Hochin, T., Nomiya, H.: A Logical and Graphical Operation of a Graph-based Data Model. In: Proc. of 8th IEEE/ACIS Int’l Conference on Computer and Information Science (ICIS 2009), pp. 1079–1084 (2009)
Hochin, T.: Decomposition of Graphs Representing the Contents of Multimedia Data. Journal of Communication and Computer 7(4), 43–49 (2010)
Smith, J.M., Smith, D.C.P.: Database abstractions: Aggregation and generalization. ACM Trans. Database Syst. 2(2), 105–133 (1977)
Silberschatz, A., Korth, H., Sudarshan, S.: Database System Concepts, 4th edn. McGraw Hill, New York (2002)
Abiteboul, S., Hull, R.: IFO: A Formal Semantic Database Model. ACM Transactions on Database Systems 12(4), 525–565 (1987)
Tanaka, K., Nishio, S., Yoshikawa, M., Shimojo, S., Morishita, J., Jozen, T.: Obase Object Database Model: Towards a More Flexible Object-Oriented Database System. In: Proc. of Int’l. Symp. on Next Generation Database Systems and Their Applications (NDA 1993), pp. 159–166 (1993)
Sowa, J.F.: Conceptual Structures - Information Processing in Mind and Machine. Addison-Wesley, Reading (1984)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Ohira, Y., Hochin, T., Nomiya, H. (2011). Introducing Specialization and Generalization to a Graph-Based Data Model. In: König, A., Dengel, A., Hinkelmann, K., Kise, K., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based and Intelligent Information and Engineering Systems. KES 2011. Lecture Notes in Computer Science(), vol 6884. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23866-6_1
Download citation
DOI: https://doi.org/10.1007/978-3-642-23866-6_1
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-23865-9
Online ISBN: 978-3-642-23866-6
eBook Packages: Computer ScienceComputer Science (R0)