An Efficient Approach for Keyword Selection ; Improving Accessibility of Web Contents by General Search Engines
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International Journal of Web & Semantic Technology (IJWesT)
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ISSN : 0975 - 9026 ( Online ) 0976- 2280 ( Print )
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Submission Deadline : February 26, 2022
An Efficient Approach for Keyword Selection ; Improving Accessibility of Web Contents by General Search Engines
Authors
H. H. Kian and M. Zahedi, Shahrood University of Technology, Iran
Abstract
General search engines often provide low precise results even for detailed queries. So there is a vital need to elicit useful information like keywords for search engines to provide acceptable results for user’s search queries. Although many methods have been proposed to show how to extract keywords automatically, all attempt to get a better recall, precision and other criteria which describe how the method has done its job
as an author. This paper presents a new automatic keyword extraction method which improves accessibility of web content by search engines. The proposed method defines some coefficients determining features efficiency and tries to optimize them by using a genetic algorithm. Furthermore, it evaluates candidate keywords by a function that utilizes the result of search engines. When comparing to the other methods,
experiments demonstrate that by using the proposed method, a higher score is achieved from search
engines without losing noticeable recall or precision.
Keywords
Automatic keyword extraction, search engine, genetic algorithm, web contents accessibility, Farsi stopwords
Source URL :
https://airccse.org/journal/ijwest/papers/2411ijwest06.pdf
Volume URL :
http://www.airccse.org/journal/ijwest/vol2.html
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