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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
NOISE REDUCTION IN WEB DATA :A LEARNING APPROACH BASED ON DYNAMIC USER INTERESTS
Authors
A.Niharika Reddy, Dr .Sumagna patnaik, N. Varun Goud, Ch. Sai Venkat
Keywords
Web Usage Mining, Web Log Data, Noise Data, User Profile, User Interest.
Abstract
This explores how current available tools address problems with noise in web user profile. We
establish that current research works eliminate noise from web data mainly based on the structure and layout
of web pages i.e. they consider noise as any data that does not form part of the main web page. However, not
all data that form part of main web page is of a user interest and not every data considered noise is actually
noise to a given user. The ability to determine what is noise and useful to a dynamic web user profile has not
been fully addressed by current research works. We aim to justify a claim that it is important to learn noise
prior to elimination, to not only decrease levels of noise but also reduce loss of useful information. This is
because if noise in web data is not clearly defined and analysed through learning, the purpose and its use will
be compromised hence its overall quality
IJCRT's Publication Details
Unique Identification Number - IJCRT2205685
Paper ID - 220408
Page Number(s) - f887-f890
Pubished in - Volume 10 | Issue 5 | May 2022
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
A.Niharika Reddy, Dr .Sumagna patnaik, N. Varun Goud, Ch. Sai Venkat, "NOISE REDUCTION IN WEB DATA :A LEARNING APPROACH BASED ON DYNAMIC USER INTERESTS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 5, pp.f887-f890, May 2022, Available at :http://www.ijcrt.org/papers/IJCRT2205685.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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