SmartInt

a demonstration system for the interaction between schema mapping and record matching

Jun Jiang, Zhixu Li*, Qiang Yang, Pengpeng Zhao, Guanfeng Liu, Lei Zhao

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

Abstract

Schema Mapping and Record Matching are two necessary steps in merging multiple data sources with different schemas. While schema mapping unifies the schemas of different data sets, record matching finds out all pairs of linked instances between the data sets. So far, the two processes are well-studied separately, but no effort has been made in the interaction between them. In this demonstration, we present the SmartInt system which performs schema mapping and record matching interactively in merging data sets, and we show that schema mapping and record matching can benefit each other in reaching a better integration performance. We will demonstrate, step by step, how the interaction works to improve the integration quality.

Original languageEnglish
Title of host publicationWeb-Age Information Management
Subtitle of host publication16th International Conference, WAIM 2015, Proceedings
EditorsXin Luna Dong, Xiaohui Yu, Jian Li, Yizhou Sun
PublisherSpringer, Springer Nature
Pages587-589
Number of pages3
Volume9098
ISBN (Electronic)9783319210421
ISBN (Print)9783319210414
DOIs
Publication statusPublished - 2015
Externally publishedYes
Event16th International Conference on Web-Age Information Management, WAIM 2015 - Qingdao, China
Duration: 8 Jun 201510 Jun 2015

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9098
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other16th International Conference on Web-Age Information Management, WAIM 2015
CountryChina
CityQingdao
Period8/06/1510/06/15

Keywords

  • Data integration
  • Record matching
  • Scheme mapping

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