UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 3
March-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1803156


Registration ID:
180734

Page Number

818-822

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Title

MINING OF TOP K DOMINATING QUERIES BASED ON PRIORITY OVER INCOMPLETE DATA

Abstract

Incompleteness of data is a serious issue and can have a significant effect on the conclusions that can be drawn from the data. Missing data can occur because of non response no information is provided for one or more items or whole unit. Incomplete data can also exists in wide spectrum of real datasets due to privacy preservation deice failure data loss and so on. In this paper for the first time we propose a method to handle incomplete data which consist of some missing dimensional values. Although some previous works are done but in this paper for the first time we introduce a new concept called priority value and this value is used to find top k dominating query over incomplete data[1]. The top k dominating query returns the K objects that dominates the maximum no of objects in a given dataset. Top K queries are also used for sliding window data streams[2].We formalize the problem and propose a skyline based algorithm to find top k objects in the result which dominates other objects based on dominance relationship

Key Words

incomplete data, tkd query, priority assignment, local skyline, dominance relation

Cite This Article

"MINING OF TOP K DOMINATING QUERIES BASED ON PRIORITY OVER INCOMPLETE DATA", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 3, page no.818-822, March-2018, Available :http://www.jetir.org/papers/JETIR1803156.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"MINING OF TOP K DOMINATING QUERIES BASED ON PRIORITY OVER INCOMPLETE DATA", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 3, page no. pp818-822, March-2018, Available at : http://www.jetir.org/papers/JETIR1803156.pdf

Publication Details

Published Paper ID: JETIR1803156
Registration ID: 180734
Published In: Volume 5 | Issue 3 | Year March-2018
DOI (Digital Object Identifier):
Page No: 818-822
Country: Irinjalakuda / Thrissur, Kerala, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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