IQ-METER - An evaluation tool for data-transformation systems

Giansalvatore Mecca, Paolo Papotti, Donatello Santoro

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

3 Citations (Scopus)

Abstract

We call a data-transformation system any system that maps, translates and exchanges data across different representations. Nowadays, data architects are faced with a large variety of transformation tasks, and there is huge number of different approaches and systems that were conceived to solve them. As a consequence, it is very important to be able to evaluate such alternative solutions, in order to pick up the right ones for the problem at hand. To do this, we introduce IQ-Meter, the first comprehensive tool for the evaluation of data-transformation systems. IQ-Meter can be used to benchmark, test, and even learn the best usage of data-transformation tools. It builds on a number of novel algorithms to measure the quality of outputs and the human effort required by a given system, and ultimately measures 'how much intelligence' the system brings to the solution of a data-translation task.

Original languageEnglish
Title of host publicationProceedings - International Conference on Data Engineering
PublisherIEEE Computer Society
Pages1218-1221
Number of pages4
ISBN (Print)9781479925544
DOIs
Publication statusPublished - 1 Jan 2014
Event30th IEEE International Conference on Data Engineering, ICDE 2014 - Chicago, IL, United States
Duration: 31 Mar 20144 Apr 2014

Other

Other30th IEEE International Conference on Data Engineering, ICDE 2014
CountryUnited States
CityChicago, IL
Period31/3/144/4/14

Fingerprint

Electronic data interchange

ASJC Scopus subject areas

  • Information Systems
  • Signal Processing
  • Software

Cite this

Mecca, G., Papotti, P., & Santoro, D. (2014). IQ-METER - An evaluation tool for data-transformation systems. In Proceedings - International Conference on Data Engineering (pp. 1218-1221). [6816745] IEEE Computer Society. https://doi.org/10.1109/ICDE.2014.6816745

IQ-METER - An evaluation tool for data-transformation systems. / Mecca, Giansalvatore; Papotti, Paolo; Santoro, Donatello.

Proceedings - International Conference on Data Engineering. IEEE Computer Society, 2014. p. 1218-1221 6816745.

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

Mecca, G, Papotti, P & Santoro, D 2014, IQ-METER - An evaluation tool for data-transformation systems. in Proceedings - International Conference on Data Engineering., 6816745, IEEE Computer Society, pp. 1218-1221, 30th IEEE International Conference on Data Engineering, ICDE 2014, Chicago, IL, United States, 31/3/14. https://doi.org/10.1109/ICDE.2014.6816745
Mecca G, Papotti P, Santoro D. IQ-METER - An evaluation tool for data-transformation systems. In Proceedings - International Conference on Data Engineering. IEEE Computer Society. 2014. p. 1218-1221. 6816745 https://doi.org/10.1109/ICDE.2014.6816745
Mecca, Giansalvatore ; Papotti, Paolo ; Santoro, Donatello. / IQ-METER - An evaluation tool for data-transformation systems. Proceedings - International Conference on Data Engineering. IEEE Computer Society, 2014. pp. 1218-1221
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