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Published in:

Volume 4 Issue 8
August-2017
eISSN: 2349-5162

Unique Identifier

JETIR1708030

Page Number

157-161

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Title

Accurate and Efficient Nearest Keyword Set Search Using term frequency and Inverse document frequency in Datasets

ISSN

2349-5162

Cite This Article

"Accurate and Efficient Nearest Keyword Set Search Using term frequency and Inverse document frequency in Datasets", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.4, Issue 8, page no.157-161, August-2017, Available :http://www.jetir.org/papers/JETIR1708030.pdf

Abstract

In the present computerized world the measure of information is developing step by step. It is hard to investigate the huge dataset for a given query as well as to accomplish more accuracy on user query. Frequently query will search on dataset for accurate keyword match and it does not discover the nearest keyword set for accuracy. Vishwa karma et.al. Proposed a strategy called ProMiSH (Projection and Multi Scale Hashing) that utilizes random projection and hash based index structures to accomplish high scalability and speedup. But the memory usage of Random projection and multi scale hashing increases when the number of dimensions of data points increases. So, there is a require to assign some weights to the keywords to find the nearest keyword set for accuracy. The Term Frequency (TF) and Inverse Document Frequency (IDF) weighting technique are utilized to discover the efficient nearest keyword set search. Performance of those techniques provide better performance in terms of accuracy, dimension reduction rate and response time.

Key Words

Querying, Datasets, Indexing. Hashing, TF-IDF

Cite This Article

"Accurate and Efficient Nearest Keyword Set Search Using term frequency and Inverse document frequency in Datasets", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.4, Issue 8, page no. pp157-161, August-2017, Available at : http://www.jetir.org/papers/JETIR1708030.pdf

Publication Details

Published Paper ID: JETIR1708030
Registration ID: 170573
Published In: Volume 4 | Issue 8 | Year August-2017
DOI (Digital Object Identifier):
Page No: 157-161
ISSN Number: 2349-5162

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Cite This Article

"Accurate and Efficient Nearest Keyword Set Search Using term frequency and Inverse document frequency in Datasets", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.4, Issue 8, page no. pp157-161, August-2017, Available at : http://www.jetir.org/papers/JETIR1708030.pdf




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