Non-binary evaluation for schema matching

Tomer Sagi*, Avigdor Gal

*Corresponding author for this work

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

6 Citations (Scopus)

Abstract

In this work we extend the commonly used binary evaluation of schema matching to support evaluation methods for non-binary matching results as well. We motivate our work with some new applications of schema matching. Non-binary evaluation is formally defined together with two new, non-binary evaluation measures using a vector-space representation of schema matching outcome. We provide an empirical evaluation to support the usefulness of non-binary evaluation and show its superiority to its binary counterpart.

Original languageEnglish
Title of host publicationConceptual Modeling - 31st International Conference, ER 2012, Proceedings
Number of pages10
Publication date2012
Pages477-486
ISBN (Print)9783642340017
DOIs
Publication statusPublished - 2012
Externally publishedYes
Event31st International Conference on Conceptual Modeling, ER 2012 - Florence, Italy
Duration: 15 Oct 201218 Oct 2012

Conference

Conference31st International Conference on Conceptual Modeling, ER 2012
Country/TerritoryItaly
CityFlorence
Period15/10/201218/10/2012
SponsorUniversita degli Studi di Brescia, Alma Mater Studiorum-Universita di Bologna, Springer, Università degli studi Roma Tre, Iconsulting Passione e Talento
SeriesLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7532 LNCS
ISSN0302-9743

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