loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Wafa Ghemmaz and Fouzia Benchikha

Affiliation: Abdelhamid Mehri Constantine2 University, Algeria

ISBN: 978-989-758-186-1

ISSN: 2184-3252

Keyword(s): Data Integration, Semantic Web, Ontology, Linked Data, Instance Matching, ViewSameAs.

Abstract: In recent years, the Web has evolved from a global information space of interlinked documents to a space where both documents and data are linked. To integrate and share data, instance matching has been become the fundamental issue especially with the rapid development of linked data. In this paper, we propose an instance matching approach based on two main processes: the former is based on property classification (IM_PC) and the later is based on ViewSameAs link (IM_VSA). To accelerate greatly the matching process, IM_PC determines at first the matching candidate by comparing the discriminative property values. Then, the refinement result is done by comparing the description property values. In IM_PC two links are established: identity SameAs link and a novel proposed link ViewSameAs that aims to keep track of instances which share similar discriminative property values. In instance matching, another problem should be addressed when instances may have different descriptions even if t heir meanings are similar. So, this problem is addressed in IM_VSA process. The aim of this later is trying to get more identity link SameAs by Clustering instances matched with ViewSameAs. The Clustered instances are modeled as bags. (More)

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 54.236.59.154

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:
Ghemmaz, W. and Benchikha, F. (2016). ViewSameAs: A Novel Link in Instance Matching Process.In Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST, ISBN 978-989-758-186-1, ISSN 2184-3252, pages 274-279. DOI: 10.5220/0005908102740279

@conference{webist16,
author={Wafa Ghemmaz. and Fouzia Benchikha.},
title={ViewSameAs: A Novel Link in Instance Matching Process},
booktitle={Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,},
year={2016},
pages={274-279},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005908102740279},
isbn={978-989-758-186-1},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Web Information Systems and Technologies - Volume 2: WEBIST,
TI - ViewSameAs: A Novel Link in Instance Matching Process
SN - 978-989-758-186-1
AU - Ghemmaz, W.
AU - Benchikha, F.
PY - 2016
SP - 274
EP - 279
DO - 10.5220/0005908102740279

Login or register to post comments.

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