TY - JOUR
TI - The influence of the keywords selection method on the effectiveness of the web pages classification using the boosting algorithm
AU - Gąciarz, Tomasz
AU - Czajkowski, Krzysztof
TI - The influence of the keywords selection method on the effectiveness of the web pages classification using the boosting algorithm
AB - 
	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.
VL - 2012
IS - Fundamental Sciences Issue 1-NP (18) 2012
PY - 2012
SN - 0011-4561
C1 - 2353-737X
SP - 61
EP - 73
DO - 10.4467/2353737XCT.14.087.1864
UR - https://ejournals.eu/en/journal/czasopismo-techniczne/article/the-influence-of-the-keywords-selection-method-on-the-effectiveness-of-the-web-pages-classification-using-the-boosting-algorithm
KW - web page
KW - features extraction
KW - classification
KW - AdaBoost