Abstract
The paper promotes a methodology and application model for extending traditional, data-centric Enterprise Resource Planning Systems with semantics-oriented data models, in order to enrich interaction and reporting capabilities. The proposal includes a method of automating data semantization using a mix of semantic modeling and formal concept analysis, and an extended ERP architecture which integrates legacy systems in a Semantic Web wrapper system, providing new dimensions to traditional interaction and reports in a business environment, with specific examples regarding human resources management.
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
Ikujiro, N.: The Knowledge Creating Company. Harvard Business Review 69, 96–104 (1991)
Internet Science FP7 Call, http://cordis.europa.eu/fp7/ict/fire/internet-science_en.html
The Resource Description Framework, http://www.w3.org/2001/sw/wiki/RDF
Segaran, T., Evans, C., Taylor, J.: Programming the Semantic Web. O’Reilly, Sebastopol (2009)
Hebeler, J., Fisher, M., Blace, R., Perez-Lopez, A.: Semantic Web Programming. Wiley, Chichester (2009)
The R2RML W3C Working Draft, http://www.w3.org/TR/r2rml/
The RDB Direct Mapping W3C Working Draft, http://www.w3.org/TR/rdb-direct-mapping/
The D2R Server Official Site, http://www4.wiwiss.fu-berlin.de/bizer/d2r-server/
Dedek, J., Eckhardt, A., Vojtas, P.: Web Semantization – Design and Principles. In: Snášel, V., Szczepaniak, P., Abraham, A., Kacprzyk, J. (eds.) Advances in Intelligent Web Mastering - 2. Advances in Soft Computing, vol. 67, pp. 3–18. Springer, Heidelberg (2010)
Beno, M., Misek, J., Zavoral, F.: AgentMat: Framework for Data Scraping and Semantization. In: The Third Int. Conf. on Research Challenges in Information Science 2009 Fez, pp. 225–236. IEEE Computer Society, Los Alamitos (2009)
Anjomshoaa, A., Karim, S., Shayeganfar, F., Tjoia, A.M.: Exploitation of Semantic Web Technology in ERP Systems, Research and Practical Issues of Enterprise Information Systems. In: IFIP International Federation for Information Processing, vol. 205, pp. 417–427. Springer, Heidelberg (2006)
Hepp, M., Leymann, F., Domingue, J., Wahler, A., Fensel, D.: Semantic Business Process Management: A Vision Towards Using Semantic Web Services for Business Process Management. In: Lau, F.C.M., Lei, H., Meng, X., Wang, M. (eds.) ICEBE 2005, pp. 535–540. IEEE Computer Society, Los Alamitos (2005)
Tang, Y.Y., Yan, C.D., Suen, C.Y.: Document Processing for Automatic Knowledge Acquisition. IEEE Transactions on Knowledge and Data Engineering 6(1), 3–21 (1994)
Shin, D.K., Lee, S.H., Lim, J.S.: Automated Knowledge Acquisition from Discrete Data Based on NEWFM. In: Proceedings of the 2010 Third International Conference on Business Intelligence and Financial Engineering, pp. 53–56. IEEE Computer Society, Los Alamitos (2010)
Elfadil, N., Isa, D.: Automated Knowledge Acquisition Based on Unsupervised Neural Network and Expert System Paradigms. In: Anderson, S., Felici, M., Littlewood, B. (eds.) Computer Safety, Reliability, and Security. LNCS, vol. 2773, pp. 134–140. Springer, Heidelberg (2003)
Ganter, B., Stumme, G., Wille, R. (eds.): Formal Concept Analysis: Foundations and Applications. LNCS (LNAI), vol. 3626. Springer, Heidelberg (2005)
Ganter, B.: Two basic algorithms in concept analysis. In: Kwuida, L., Sertkaya, B. (eds.) ICFCA 2010. LNCS, vol. 5986, pp. 312–340. Springer, Heidelberg (2010)
Kuznetsov, S.O., Obiedkov, S.: Algorithms for the construction of concept lattices and their diagram graphs. In: Siebes, A., De Raedt, L. (eds.) PKDD 2001. LNCS (LNAI), vol. 2168, pp. 289–300. Springer, Heidelberg (2001)
Buchmann, R.A., Meza, R., Hejja, A.: The Automated Derivation of Semantics from ERP Databases. Journal of Applied Computer Science & Mathematics 9, 27–31 (2010)
Open RDF official website, http://www.openrdf.org/
OWLIM official website, http://www.ontotext.com/owlim/
SIMILE project official website, http://simile.mit.edu/
RDFLib official website, http://www.rdflib.net/
FuXi official download page, http://pypi.python.org/pypi/FuXi/
The Serialization of SPARQL Query Results in JSON, http://www.w3.org/TR/rdf-sparql-json-res/
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
Buchmann, R.A., Meza, R., Pulcher, D. (2011). An Approach to the Semantization of ERP Systems. In: Abramowicz, W. (eds) Business Information Systems. BIS 2011. Lecture Notes in Business Information Processing, vol 87. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21863-7_19
Download citation
DOI: https://doi.org/10.1007/978-3-642-21863-7_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21829-3
Online ISBN: 978-3-642-21863-7
eBook Packages: Computer ScienceComputer Science (R0)