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Title: :  PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE
PaperId: :  2824
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2824
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ayanka GangulySAL Institute of Technology & Engineering Research
Pooja MehtaSAL Institute of Technology & Engineering Research

Abstract

Computer Engineering
Data Cleaning , Modified PNRS, Modified Transitive Closure, Enhanced Technique, and Semantic Matching.
The quality of data can only be improved by cleaning data prior to loading into the data warehouse as correctness of data is essential for well-informed and reliable decision making. The quality of the data can only be produced by cleaning data prior to loading into data warehouse. Data Cleaning is a very important process of the data warehouse. It is not a very easy process as many different types of unclean data can be present. So correctness of data is essential for well-informed and reliable decision making. Also, whether a data is clean or dirty is highly dependent on the nature and source of the raw data. Thus, I have proposed a work on parallel & distributed approach for cleaning data gathered from external sources by combining two or more data cleaning techniques or algorithms for error correction by correcting the records from a list of suggested words mentioned in the dictionary and which will also eliminated the duplicate records that will provide a more accurate and cleaned data.

Citations

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IJARIIE Ayanka Ganguly, and Pooja Mehta. "PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 4576-4580
MLA Ayanka Ganguly, and Pooja Mehta. "PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 4576-4580.
APA Ayanka Ganguly, & Pooja Mehta. (2016). PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 4576-4580.
Chicago Ayanka Ganguly, and Pooja Mehta. "PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 4576-4580.
Oxford Ayanka Ganguly, and Pooja Mehta. 'PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 4576-4580. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/PARALLEL___DISTRIBUTED_APPROACH_FOR_CLEANING_DATA_IN_DATA_WAREHOUSE_ijariie2824.pdf (Accessed : 17 February 2017).
Harvard Ayanka Ganguly, and Pooja Mehta. (2016) 'PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 4576-4580IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/PARALLEL___DISTRIBUTED_APPROACH_FOR_CLEANING_DATA_IN_DATA_WAREHOUSE_ijariie2824.pdf (Accessed : 17 February 2017)
IEEE Ayanka Ganguly, and Pooja Mehta, "PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 4576-4580, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/PARALLEL___DISTRIBUTED_APPROACH_FOR_CLEANING_DATA_IN_DATA_WAREHOUSE_ijariie2824.pdf [Accessed : 17 February 2017].
Turabian Ayanka Ganguly, and Pooja Mehta. "PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (17 February 2017).
Vancouver Ayanka Ganguly, and Pooja Mehta. PARALLEL & DISTRIBUTED APPROACH FOR CLEANING DATA IN DATA WAREHOUSE. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 17 February 2017]; 2(3) : 4576-4580. Available from: http://ijariie.com/AdminUploadPdf/PARALLEL___DISTRIBUTED_APPROACH_FOR_CLEANING_DATA_IN_DATA_WAREHOUSE_ijariie2824.pdf
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