@article{ART001096648},
author={Jung Soon Ro},
title={Hierarchic Document Clustering in OPAC},
journal={Journal of the Korean Society for Information Management},
issn={1013-0799},
year={2004},
volume={21},
number={1},
pages={93-118},
doi={10.3743/KOSIM.2004.21.1.093}
TY - JOUR
AU - Jung Soon Ro
TI - Hierarchic Document Clustering in OPAC
JO - Journal of the Korean Society for Information Management
PY - 2004
VL - 21
IS - 1
PB - 한국정보관리학회
SP - 93
EP - 118
SN - 1013-0799
AB - This study is to develop a hiararchic clustering model for document classification and browsing in OPAC systems. Two automatic indexing techniques (with and without controlled terms), two term weighting methods (based on term frequency and binary weight), five similarity coefficients (Dice, Jaccard, Pearson, Cosine, and Squared Euclidean), and three hierarchic clustering algorithms (Between Average Linkage, Within Average Linkage, and Complete Linkage method) were tested on the document collection of 175 books and theses on library and information science. The best document clusters resulted from the Between Average Linkage or Complete Linkage method with Jaccard or Dice coefficient on the automatic indexing with controlled terms in binary vector. The clusters from Between Average Linkage with Jaccard has more likely decimal classification structure.
KW - OPAC;document clustering;hierarchic clustering;automatic classification;browsing;similarity coefficient
DO - 10.3743/KOSIM.2004.21.1.093
ER -
Jung Soon Ro. (2004). Hierarchic Document Clustering in OPAC. Journal of the Korean Society for Information Management, 21(1), 93-118.
Jung Soon Ro. 2004, "Hierarchic Document Clustering in OPAC", Journal of the Korean Society for Information Management, vol.21, no.1 pp.93-118. Available from: doi:10.3743/KOSIM.2004.21.1.093
Jung Soon Ro "Hierarchic Document Clustering in OPAC" Journal of the Korean Society for Information Management 21.1 pp.93-118 (2004) : 93.
Jung Soon Ro. Hierarchic Document Clustering in OPAC. 2004; 21(1), 93-118. Available from: doi:10.3743/KOSIM.2004.21.1.093
Jung Soon Ro. "Hierarchic Document Clustering in OPAC" Journal of the Korean Society for Information Management 21, no.1 (2004) : 93-118.doi: 10.3743/KOSIM.2004.21.1.093
Jung Soon Ro. Hierarchic Document Clustering in OPAC. Journal of the Korean Society for Information Management, 21(1), 93-118. doi: 10.3743/KOSIM.2004.21.1.093
Jung Soon Ro. Hierarchic Document Clustering in OPAC. Journal of the Korean Society for Information Management. 2004; 21(1) 93-118. doi: 10.3743/KOSIM.2004.21.1.093
Jung Soon Ro. Hierarchic Document Clustering in OPAC. 2004; 21(1), 93-118. Available from: doi:10.3743/KOSIM.2004.21.1.093
Jung Soon Ro. "Hierarchic Document Clustering in OPAC" Journal of the Korean Society for Information Management 21, no.1 (2004) : 93-118.doi: 10.3743/KOSIM.2004.21.1.093
