Query Rewriting with Thesaurus-Based for Handling Semantic Heterogeneity in Database Integration

I Made Riyan Adi Nugroho, I Wayan Budi Sentana

Abstract


Nowadays, studies on handling semantic heterogeneity still become a challenge for researcher. Several methods have been used to solve these problems, one of which is query rewriting, implemented by rewriting a query into the latest one by using the selected schema. Semantic query rewriting needs a framework in order to identify the connection through the data schema sources. This line is used as a basis for scheme selection. Also, ontology is a model which often be used in these specific cases. The lack of ontology becomes a significant problem that usually seen. Therefore, this paper will describe an alternative framework in order to identify the link of semantic, which assisted by thesaurus.

Full Text:

PDF

References


References

O. M. Tamer and V. Patrick, Principles of Distributed Database System Third Edition, vol. 91, no. 5. 2011.

E. Rahm and H. H. Do, “Data Cleaning: Problems and Current Approaches,” Dol. Proc. ACM Int. Work. Data Warehous. Ol., pp. 49–56, 2007.

A. Aslam, S. Khan, and K. Latif, “Semantic based query rewriting in heterogeneous sources,” Proc. - 4th IEEE Int. Conf. Emerg. Technol. 2008, ICET 2008, pp. 292–297, 2008, doi: 10.1109/ICET.2008.4777517.

Handoko and J. R. Getta, “Query decomposition strategy for integration of semistructured data,” ACM Int. Conf. Proceeding Ser., vol. 04-06-December-2014, pp. 459–463, 2014, doi: 10.1145/2684200.2684343.

H. Imran and A. Sharan, “Thesaurus and Query Expansion,” Int. J. Comput. Sci. Inf. Technol., vol. 1, no. 2, pp. 89–97, 2009.

K. Ramar and T. T. Mirnalinee, “A semantic web for weather forecasting systems,” 2014 Int. Conf. Recent Trends Inf. Technol. ICRTIT 2014, 2014, doi: 10.1109/ICRTIT.2014.6996127.

F. L. R. Lopes, E. R. Sacramento, and B. F. Lóscio, “Using heterogeneous mappings for rewriting SPARQL queries,” Proc. - Int. Work. Database Expert Syst. Appl. DEXA, no. iii, pp. 267–271, 2012, doi: 10.1109/DEXA.2012.58.

Thantawi, Wicaksana, and W. Lily, “Query Rewriting Berbasis Semantik Menggunakan WordNet dan LCh pada Search Engine Google,” in Konferensi Nasional Sistem Informasi, no. February, 2013.

A. Shiri and C. Revie, “Query Expansion Behavior Within a Thesaurus-Enhanced Search Environment: A User-Centered Evaluation,” J. Am. Soc. Inf. Sci. Technol., vol. 57, no. July, pp. 462–478, 2006, doi: 10.1002/asi.

H. Jayadianti, C. S. Pinto, L. E. Nugroho, and W. Widayat, “Solving Different Languages Problem (Portuguese, English and Bahasa Indonesia) In Digital Library With Ontology,” Proc. 7th ICTS, vol. 7, pp. 197–202, 2013.

Gunawan and A. Saputra, “Building synsets for Indonesian WordNet with monolingual lexical resources,” Proc. - 2010 Int. Conf. Asian Lang. Process. IALP 2010, pp. 297–300, 2010, doi: 10.1109/IALP.2010.69.

Gunawan and E. Pranata, “Acquisition of hypernymy-hyponymy relation between nouns for WordNet building,” Proc. - 2010 Int. Conf. Asian Lang. Process. IALP 2010, pp. 114–117, 2010, doi: 10.1109/IALP.2010.70.

G. Recchia and M. Louwerse, “A comparison of string similarity measures for toponym matching,” COMP 2013 - ACM SIGSPATIAL Int. Work. Comput. Model. Place, no. July 2018, pp. 54–61, 2013, doi: 10.1145/2534848.2534850.

N. H. Sulaiman and D. Mohamad, “A Jaccard-based Similarity Measure for Soft Sets,” IEEE Symp. Humanit. Sci. Eng. Res., pp. 634–651, 2012, doi: 10.4018/978-1-5225-0204-3.ch030.

J. Wang, Y. Zhang, J. Lu, Z. Miao, and B. Zhou, “Query Processing for Heterogeneous Relational Data Integration,” Int. Conf. Intell. Comput. Integr. Syst., pp. 777–781, 2010.




DOI: http://dx.doi.org/10.17977/um018v3i12020p11-18

Refbacks

  • There are currently no refbacks.


Copyright (c) 2020 Knowledge Engineering and Data Science

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Flag Counter

Creative Commons License


This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

View My Stats