loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Author: Diana Gorea

Affiliation: Faculty of Computer Science, University ”Al. I. Cuza”, Romania

ISBN: 978-989-8111-36-4

Keyword(s): PMML, native XML database, data mining model, knowledge discovery, data integration, XQuery.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Biomedical Engineering ; Business Analytics ; Coupling and Integrating Heterogeneous Data Sources ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; e-Business ; Enterprise Information Systems ; Health Information Systems ; Information Systems Analysis and Specification ; Knowledge Management ; Middleware Integration ; Middleware Platforms ; Object-Oriented Database Systems ; Ontologies and the Semantic Web ; Sensor Networks ; Signal Processing ; Society, e-Business and e-Government ; Soft Computing ; Technology Platforms ; Verification and Validation of Knowledge-Based Systems ; Web Databases ; Web Information Systems and Technologies

Abstract: In this paper we describe DeVisa, a Web system for scoring and management of data mining models. The system has been designed to provide unified access to different prediction models using standard technologies based on XML. The prediction models are serialized in PMML format and managed using a native XML database system. The system provides functions such as scoring, model comparison, model selection or sequencing through a web service interface. DeVisa also defines a specialized PMML query language named PMQL used for specifying client requests and interaction with PMML repository. The paper analyzes the system’s architecture and functionality and discusses its use as a tool for researchers.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.232.53.231

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Gorea D. and (2008). DeVisa - Concepts and Architecture of a Data Mining Models Scoring and Management Web System.In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-8111-36-4, pages 276-281. DOI: 10.5220/0001706202760281

@conference{iceis08,
author={Diana Gorea},
title={DeVisa - Concepts and Architecture of a Data Mining Models Scoring and Management Web System},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2008},
pages={276-281},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001706202760281},
isbn={978-989-8111-36-4},
}

TY - CONF

JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - DeVisa - Concepts and Architecture of a Data Mining Models Scoring and Management Web System
SN - 978-989-8111-36-4
AU - Gorea, D.
PY - 2008
SP - 276
EP - 281
DO - 10.5220/0001706202760281

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.