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

doi:10.1007/978-3-319-21042-1_69

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 proceeding › Conference 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 language	English
Title of host publication	Web-Age Information Management
Subtitle of host publication	16th International Conference, WAIM 2015, Proceedings
Editors	Xin Luna Dong, Xiaohui Yu, Jian Li, Yizhou Sun
Publisher	Springer, Springer Nature
Pages	587-589
Number of pages	3
Volume	9098
ISBN (Electronic)	9783319210421
ISBN (Print)	9783319210414
DOIs	https://doi.org/10.1007/978-3-319-21042-1_69
Publication status	Published - 2015
Externally published	Yes
Event	16th International Conference on Web-Age Information Management, WAIM 2015 - Qingdao, China Duration: 8 Jun 2015 → 10 Jun 2015

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	9098
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Other

Other	16th International Conference on Web-Age Information Management, WAIM 2015
Country	China
City	Qingdao
Period	8/06/15 → 10/06/15

Keywords

Data integration
Record matching
Scheme mapping

Access to Document

10.1007/978-3-319-21042-1_69

Link to publication in Scopus

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Cite this

Jiang, J., Li, Z., Yang, Q., Zhao, P., Liu, G., & Zhao, L. (2015). SmartInt: a demonstration system for the interaction between schema mapping and record matching. In X. L. Dong, X. Yu, J. Li, & Y. Sun (Eds.), Web-Age Information Management : 16th International Conference, WAIM 2015, Proceedings (Vol. 9098, pp. 587-589). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9098). Springer, Springer Nature. https://doi.org/10.1007/978-3-319-21042-1_69

Jiang, Jun ; Li, Zhixu ; Yang, Qiang ; Zhao, Pengpeng ; Liu, Guanfeng ; Zhao, Lei. / SmartInt : a demonstration system for the interaction between schema mapping and record matching. Web-Age Information Management : 16th International Conference, WAIM 2015, Proceedings. editor / Xin Luna Dong ; Xiaohui Yu ; Jian Li ; Yizhou Sun. Vol. 9098 Springer, Springer Nature, 2015. pp. 587-589 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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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.",

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year = "2015",

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Jiang, J, Li, Z, Yang, Q, Zhao, P, Liu, G & Zhao, L 2015, SmartInt: a demonstration system for the interaction between schema mapping and record matching. in XL Dong, X Yu, J Li & Y Sun (eds), Web-Age Information Management : 16th International Conference, WAIM 2015, Proceedings. vol. 9098, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9098, Springer, Springer Nature, pp. 587-589, 16th International Conference on Web-Age Information Management, WAIM 2015, Qingdao, China, 8/06/15. https://doi.org/10.1007/978-3-319-21042-1_69

SmartInt : a demonstration system for the interaction between schema mapping and record matching. / Jiang, Jun; Li, Zhixu; Yang, Qiang; Zhao, Pengpeng; Liu, Guanfeng; Zhao, Lei.

Web-Age Information Management : 16th International Conference, WAIM 2015, Proceedings. ed. / Xin Luna Dong; Xiaohui Yu; Jian Li; Yizhou Sun. Vol. 9098 Springer, Springer Nature, 2015. p. 587-589 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9098).

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

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AU - Zhao, Lei

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AB - 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.

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Jiang J, Li Z, Yang Q, Zhao P, Liu G, Zhao L. SmartInt: a demonstration system for the interaction between schema mapping and record matching. In Dong XL, Yu X, Li J, Sun Y, editors, Web-Age Information Management : 16th International Conference, WAIM 2015, Proceedings. Vol. 9098. Springer, Springer Nature. 2015. p. 587-589. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-21042-1_69