The influence of the keywords selection method on the effectiveness of the web pages classification using the boosting algorithm
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Publication date: 2012
Technical Transactions, 2012, Fundamental Sciences Issue 1-NP (18) 2012, pp. 61 - 73
https://doi.org/10.4467/2353737XCT.14.087.1864Authors
The influence of the keywords selection method on the effectiveness of the web pages classification using the boosting algorithm
The paper concerns the issues of web pages analysis process. The classification is performed based on the analysis of the structure as well content of pages. Various characteristics are taken into account including inter alia, structural, visual, text, web and links features. During the construction of classifiers the AdaBoost algorithm was applied. This paper focuses on the impact of keyword selection methods on the effectiveness of the classification process.
Information: Technical Transactions, 2012, Fundamental Sciences Issue 1-NP (18) 2012, pp. 61 - 73
Article type: Original article
Titles:
The influence of the keywords selection method on the effectiveness of the web pages classification using the boosting algorithm
The influence of the keywords selection method on the effectiveness of the web pages classification using the boosting algorithm
Instytut Teleinformatyki, Wydział Fizyki, Matematyki i Informatyki, Politechnika Krakowska
Instytut Teleinformatyki, Wydział Fizyki, Matematyki i Informatyki, Politechnika Krakowska
Published at: 2012
Article status: Open
Licence: None
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PolishView count: 2370
Number of downloads: 1659