@article{ART001003138},
author={Lee, Jae Yun},
title={A Study on the Pivoted Inverse Document Frequency Weighting Method},
journal={Journal of the Korean Society for Information Management},
issn={1013-0799},
year={2003},
volume={20},
number={4},
pages={233-248},
doi={10.3743/KOSIM.2003.20.4.233}
TY - JOUR
AU - Lee, Jae Yun
TI - A Study on the Pivoted Inverse Document Frequency Weighting Method
JO - Journal of the Korean Society for Information Management
PY - 2003
VL - 20
IS - 4
PB - 한국정보관리학회
SP - 233
EP - 248
SN - 1013-0799
AB - The Inverse Document Frequency (IDF) weighting method is based on the hypothesis that in the document collection the lower the frequency of a term is, the more important the term is as a subject word. This well-known hypothesis is, however, somewhat questionable because some low frequency terms turn out to be insufficient subject words. This study suggests the pivoted IDF weighting method for better retrieval effectiveness, on the assumption that medium frequency terms are more important than low frequency terms. We thoroughly evaluated this method on three test collections and it showed performance improvements especially at high ranks.
KW - Information Retrieval;Inverse Document Frequency;Term Weights
DO - 10.3743/KOSIM.2003.20.4.233
ER -
Lee, Jae Yun. (2003). A Study on the Pivoted Inverse Document Frequency Weighting Method. Journal of the Korean Society for Information Management, 20(4), 233-248.
Lee, Jae Yun. 2003, "A Study on the Pivoted Inverse Document Frequency Weighting Method", Journal of the Korean Society for Information Management, vol.20, no.4 pp.233-248. Available from: doi:10.3743/KOSIM.2003.20.4.233
Lee, Jae Yun "A Study on the Pivoted Inverse Document Frequency Weighting Method" Journal of the Korean Society for Information Management 20.4 pp.233-248 (2003) : 233.
Lee, Jae Yun. A Study on the Pivoted Inverse Document Frequency Weighting Method. 2003; 20(4), 233-248. Available from: doi:10.3743/KOSIM.2003.20.4.233
Lee, Jae Yun. "A Study on the Pivoted Inverse Document Frequency Weighting Method" Journal of the Korean Society for Information Management 20, no.4 (2003) : 233-248.doi: 10.3743/KOSIM.2003.20.4.233
Lee, Jae Yun. A Study on the Pivoted Inverse Document Frequency Weighting Method. Journal of the Korean Society for Information Management, 20(4), 233-248. doi: 10.3743/KOSIM.2003.20.4.233
Lee, Jae Yun. A Study on the Pivoted Inverse Document Frequency Weighting Method. Journal of the Korean Society for Information Management. 2003; 20(4) 233-248. doi: 10.3743/KOSIM.2003.20.4.233
Lee, Jae Yun. A Study on the Pivoted Inverse Document Frequency Weighting Method. 2003; 20(4), 233-248. Available from: doi:10.3743/KOSIM.2003.20.4.233
Lee, Jae Yun. "A Study on the Pivoted Inverse Document Frequency Weighting Method" Journal of the Korean Society for Information Management 20, no.4 (2003) : 233-248.doi: 10.3743/KOSIM.2003.20.4.233
