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Dynamically Integrating Knowledge in Applications An Online Scoring Engine ArchitectureGOREA, D.   |
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Author keywords
data mining, PMML, knowledge, scoring engine, XML native databases, web services
References keywords
link(13), mining(7), data(7), services(4), knowledge(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2008-04-02
Volume 8, Issue 1, Year 2008, On page(s): 44 - 49
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2008.01008
Web of Science Accession Number: 000259903500008
SCOPUS ID: 77955624925
Abstract
The paper presents an method for dynamically integrating knowledge capabilities into applications.The method consists in the applications cooperating with a dedicated system that provides knowledge via Web Services. We propose such a system, called DeVisa, which collects prediction models from one or more producers and provides prediction services to consumers. The prediction services are further used in decision making or business intelligence processes within the consumer applications. |
| References | | | Cited By «-- Click to see who has cited this paper |
| [1] K. Cios, W. Pedrycz, R. Swiniarski, and L. Kurgan, Data Mining. A Knowledge Discovery Approach. Springer, 2007.
[2] Data mining group, [Online] Available: Temporary on-line reference link removed - see the PDF document [3] Pmml version 3.2. [Online] Available: Temporary on-line reference link removed - see the PDF document [4] D. Gorea, "Towards storing and interchanging data mining models," in Proceedings of the 3rd Balkan Conference in Informatics, vol. 2, 09 2007, pp. 229-236. [Online] Available: Temporary on-line reference link removed - see the PDF document [5] D. Gorea and S. Buraga, "Towards integrating decision tree with xml technologies," in Proceedings of the 8th International Conference on Development and Application Systems - DAS 2006, Suceava University Press. Suceava University Press, 2007. [6] J. Chaves, C. Curry, R. L. Grossman, D. Locke, and S. Vejcik, "Augustus: the design and architecture of a pmml-based scoring engine," in DMSSP '06: Proceedings of the 4th international workshop on Data mining standards, services and platforms. New York, NY, USA: ACM, 2006, pp. 38 - 46. [7] T. Erl, Service-Oriented Architecture: Concepts, Technology, and Design. Prentice Hall, 2005. [8] Y. Vasiliev, SOA and WS-BPEL. Packt Publishing, 2007. [9] S. Xu and W. Zhang, "Knowledge as a service and knowledge breaching," in SCC '05: Proceedings of the 2005 IEEE International Conference on Services Computing. Washington, DC, USA: IEEE Computer Society, 2005, pp. 87-94. [10] S. Krishnaswamy, S. W. Loke, and A. Zaslavsky, "Knowledge elicitation through Web-based data mining services," Lecture Notes in Computer Science, vol. 2176, pp. 120-??, 2001 [11] M.-H. T. Chieh-Yuan Tsai, "A dynamic web service based data mining process system," in The Fifth International Conference on Computer and Information Technology CIT 2005, 2005, pp. 1033- 1039. [12] I. V. Grigorios Tsoumakas, "An interoperable and scalable web-based system for classifier sharing and fusion," Expert Systems with Applications, vol. 33, no. 3, pp. 716-724, October 2007. [CrossRef] [Web of Science Times Cited 3] [13] Weka 3 - data mining software in java. [Online] Available: Temporary on-line reference link removed - see the PDF document [14] Xupdate - xml update language. [Online] Available: Temporary on-line reference link removed - see the PDF document [15] Xquery update facility 1.0. [Online] Available: Temporary on-line reference link removed - see the PDF document [16] Exist - open source native xml database. Http://www.existdb.org/. [Online] Available: Temporary on-line reference link removed - see the PDF document [17] Extensible markup language (xml) 1.0 (fourth edition) w3c recommendation. [Online] Available: Temporary on-line reference link removed - see the PDF document [18] Devisa, [Online] Available: Temporary on-line reference link removed - see the PDF document [19] Soap specifications, [Online] Available: Temporary on-line reference link removed - see the PDF document [20] E. Christensen, F. Curbera, G. Meredith, and S. Weerawarana, "Wsdl - web services description language", [Online] Available: Temporary on-line reference link removed - see the PDF document [22] C. M. Sperberg-McQueen and H. Thompson, "Xml schema", [Online] Available: Temporary on-line reference link removed - see the PDF document [23] Apache axis, [Online] Available: Temporary on-line reference link removed - see the PDF document [24] L. Alboaie, D. Gorea, V. Felea, "Semantic Integrity Control in the Database Layer of an e-Health System" ,International Conference on Computers, Communications and Control, ICCCC 2008, Baile Felix, Romania. Web of Science® Citations for all references: 3 TCR SCOPUS® Citations for all references: 0 Web of Science® Average Citations per reference: 0 ACR SCOPUS® Average Citations per reference: 0 TCR = Total Citations for References / ACR = Average Citations per Reference We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more Citations for references updated on 2024-04-16 17:24 in 9 seconds. Note1: Web of Science® is a registered trademark of Clarivate Analytics. Note2: SCOPUS® is a registered trademark of Elsevier B.V. Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). Due to technical problems beyond our control, the information is not always accurate. Please use the CrossRef link to visit the respective publisher site. |
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Stefan cel Mare University of Suceava, Romania
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
