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Procedia Computer Science
Article . 2016 . Peer-reviewed
License: CC BY NC ND
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Procedia Computer Science
Article
License: CC BY NC ND
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Procedia Computer Science
Article . 2016
License: CC BY NC ND
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Intelligent Predictive String Search Algorithm

Authors: Gurung, Dipendra; Chakraborty, Udit Kr.; Sharma, Pratikshya;

Intelligent Predictive String Search Algorithm

Abstract

AbstractText processing has moved beyond merely word processing and desktop publishing softwares, which currently form a miniscule part of its application. With the advent of the internet and the huge amount of text processing associated with information mining, string search algorithms have gained importance. In this paper a new string searching algorithm is presented that uses intelligent predictions based on text features to search for a string in a text. The proposed algorithm has been developed after analyzing the existing algorithms such as KMP, Boyer-Moore and Horspool. One unique feature of this algorithm is that unlike the existing algorithms, it does not require pre-processing the pattern to be searched. As a result it does not incur the overhead required in pre-processing the pattern. The algorithm searches through a given text to find the first occurrence of a pattern. It does not involve complex computations and uses simple rules during a match or mismatch of a pattern character. Based on the variety of applications coming up in areas of data and information mining, sentiment analysis, DNA pattern matching etc, this simple, elegant and intelligent algorithm will find its application.

Related Organizations
Keywords

Predictive search, String search

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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
8
Top 10%
Top 10%
Average
gold