Abstract
Recently researchers have tried to apply ontology to the product information domain. From a practical point of view, a key problem to streamline this trend is how to make a product ontology database operational. Technical solutions should consider the characteristics that a pragmatic product ontology database contains; first, the database size is quite huge, and second, ontological manipulation and utilization should be realistically feasible. We recently engaged in a project to build an operational product ontology system. The system is designed to serve as a product ontology knowledge base, not only for the design and construction of product databases but also for the search and discovery of products. From the insights gained through this project, we believe that ontological modeling and its implementation on an operational database, as well as the building applications which exploit ontological benefits, are the most important facets towards the successful deployment of a practical product ontology system. As such, searching techniques should take into account the features of an underlying ontological model especially with product searching being one of the most popular applications within product information systems. In this paper, we present these two issues; product ontology modeling and searching techniques. Although our work presented herein may not be the only way to build an operational product ontology database, it may serve as an important reference model for similar projects in future.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Aleman-Meza, B., Halaschek, C., Arpinar, I.B., Ramakrishnan, C., Sheth, A.: A Flexible approach for analyzing and ranking complex relationships on the semantic web. IEEE Internet Computing, Special Issue on Information Discovery: Needles and Haystacks (2005)
Atkinson, C., Kühne, T.: The Essence of Multilevel Metamodeling. In: 4th International Conference on the Unified Modeling Language, Modeling Languages, Concepts, and Tools. Springer, Heidelberg (2001)
Baeza-Yates, R., Ribeiro-Neto, B.: Modern Information Retrieval. Addison-Wesley, Reading (1999)
Balmin, A., Hristidis, V., Papakonstantinou, Y.: ObjectRank: Authority-based keyword search in databases. In: VLDB 2004 (2004)
Brin, S., Page, L.: The anatomy of a large-scale hyper-textual web search engine. In: 7th WWW Conference (1998)
Crestani, F.: Application of Spreading Activation Techniques in Information Retrieval. In: Artificial Intelligence Review, vol. 11(6). Kluwer Academic Publishers, Dordrecht (1997)
eOTD, ECCMA Open Technical Dictionary, (accessed, September 2005) http://www.eccma.org/eotd/index.html
Fensel, D., Ding, Y., Omelayenko, B., Schulten, E., Botquin, G., Brown, M., Flet, A.: Product Data Integration in B2B E-Commerce. In: IEEE Intelligent Systems, vol. 16(4). IEEE Society, Los Alamitos (2001)
GDD, Global Data Dictionary, (accessed, September 2005) http://www.ean-ucc.org/global_smp/global_data_dictionary.htm
Haarslev, V., Möller, R.: Description Logic Systems with Concrete Domains: Applications for the Semantic Web. In: 10th International Workshop on Knowledge Representation meets Databases (KRDB 2003). CEUR Workshop Proceedings (2003)
van Harmelen, F., Patel-Schneider, P.F., Horrocks, I. (eds.): Reference description of the DAML+OIL ontology markup language (2001), http://www.daml.org/2001/03/reference
Hepp, M.: Measuring the Quality of Descriptive Languages for Products and Services. In: Dorloff, F.-D., et al. (eds.) E-Business – Standardisierung und Integration. Tagungsband zur Multikonferenz Wirtschaftsinformatik (2004)
Hepp, M.: A Methodology for Deriving OWL Ontologies from Products and Services Categorization Standards. In: 13th European Conference on Information Systems (ECIS) (2005)
Kashyap, V., Borgida, A.: Representing the UMLS Semantic Network Using OWL. In: International Semantic Web Conference (2003)
Kim, D., Lee, S., Shim, J., Chun, J., Lee, Z., Park, H.: Practical Ontology Systems for Enterprise Application. In: Grumbach, S., Sui, L., Vianu, V. (eds.) ASIAN 2005. LNCS, vol. 3818, pp. 79–89. Springer, Heidelberg (2005)
Kleinberg, J.M.: Authoritative sources in hyperlinked environment. Journal of the ACM 46(5) (1999)
Lee, S.: Design & Implementation of an e-Catalog Management System. In: Tutorial at 9th International Conference on Database Systems for Advances Applications (DASFAA 2004) (2004)
Lee, J., Goodwin, R.: SNOBASE, for Semantic Network Ontology Base, http://www.alphaworks.ibm.com/aw.nsf/bios/snobase
Lee, I., Lee, S., Lee, T., Lee, S., Kim, D., Chun, J., Lee, H., Shim, J.: Practical Issues for Building a Product Ontology System. In: International Workshop on Data Engineering Issues in E-Commerce (DEEC 2005). IEEE Society, Los Alamitos (2005)
Lee, H., Shim, J.: Product Ontology and OWL Correspondence. In: IEEE Pacific Rim International Workshop on Electronic Commerce (IEEE-PRIWEC 2006) (2006)
Lee, H., Shim, J., Kim, D.: Ontological Modeling of e-Catalogs using EER and Description Logic. In: International Workshop on Data Engineering Issues in E-Commerce (DEEC 2005). IEEE Society, Los Alamitos (2005)
Leukel, J.: Standardization of Product Ontologies in B2B Relationships – On the Role of ISO 13584. In: 10th Americas Conference on Information Systems (2004)
lEUKEL, J., Schmitz, V., Dorloff, F.: A Modeling Approach for Product Classification Systems. In: Hameurlain, A., Cicchetti, R., Traunmüller, R. (eds.) DEXA 2002. LNCS, vol. 2453. Springer, Heidelberg (2002)
Mukherjea, S., Bamba, B.: BioPatentmINER: An information retrieval system for biomedical patents. In: VLDB (2004)
Obrst, L., Wray, R.E., Liu, H.: Ontological Engineering for B2B E-Commerce. In: International Conference on Formal Ontology in Information Systems (FOIS 2001). ACM Press, New York (2001)
Pollock, J.: Using the W3C Standard OWL in Adaptive Business Solutions. In: WWW 2004 Conference (2004), http://www.w3.org/2001/sw/EO/talks
Rocha, C., Schwabe, D., Aragao, M.: A hybrid approach for searching in the semantic web. In: WWW 2004 Conference (2004)
RosettaNet, The RosettaNet Technical Dictionary (accessed, September 2005) http://www.rosettanet.org
Shim, J., Lee, S., Wu, C.: A Unified Approach for Software Policy Modeling: Incorporating Implementation into a Modeling Methodology. In: Song, I.-Y., Liddle, S.W., Ling, T.-W., Scheuermann, P. (eds.) ER 2003. LNCS, vol. 2813, pp. 118–130. Springer, Heidelberg (2003)
Singhal, A.: Modern information retrieval: a brief overview. IEEE Data Engineering Bulletin, Special Issue on Text and Databases 24(4) (2001)
Smith, M.K., Welty, C., McGuinness, D.L.: OWL Web Ontology Language Guide – W3C Recommendation (2004), http://www.w3c.org/TR/owl-guide/
Staab, S., Studer, R. (eds.): Handbook on Ontologies. International Handbooks on Information Systems. Springer, Heidelberg (2004)
Stojanovic, N.: On the Query Refinement in the Ontology-Based Searching for Information. In: Eder, J., Missikoff, M. (eds.) CAiSE 2003. LNCS, vol. 2681. Springer, Heidelberg (2003)
Storey, V.C.: Understanding Semantic Relationships. VLDB Journal. VLDB Endowment 2 (1993)
SUO, IEEE Standard Upper Ontology Working group (accessed, March 2006), http://suo.ieee.org/
Winston, M.E., Chaffin, R., Herrmann, D.: A Taxonomy of Part-whole Relations. Cognitive Science 11 (1987)
Yan, G., Ng, W.K., Lim, E.: Product Schema integration for Electronic Commerce - A Synonym Comparison Approach. IEEE Transaction on Knowledge and Data Engineering 14(3) (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lee, T., Shim, J., Lee, H., Lee, Sg. (2006). A Pragmatic Approach to Model and Exploit the Semantics of Product Information. In: Spaccapietra, S. (eds) Journal on Data Semantics VII. Lecture Notes in Computer Science, vol 4244. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11890591_9
Download citation
DOI: https://doi.org/10.1007/11890591_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-46329-0
Online ISBN: 978-3-540-46330-6
eBook Packages: Computer ScienceComputer Science (R0)