DeVisa - Concepts and Architecture of a Data Mining Models Scoring and Management Web System

Diana Gorea

2008

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.

Paper Citation

in Harvard Style

Gorea D. (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

in Bibtex Style

@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},
}

in EndNote Style

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