@article{ART001507995},
author={Yoo， Jae-Bok and Young-Mee Chung},
title={A Study on Developing a Prediction Model of Patent Citation Counts},
journal={Journal of the Korean Society for Information Management},
issn={1013-0799},
year={2010},
volume={27},
number={4},
pages={239-258},
doi={10.3743/KOSIM.2010.27.4.239}
TY - JOUR
AU - Yoo， Jae-Bok
AU - Young-Mee Chung
TI - A Study on Developing a Prediction Model of Patent Citation Counts
JO - Journal of the Korean Society for Information Management
PY - 2010
VL - 27
IS - 4
PB - 한국정보관리학회
SP - 239
EP - 258
SN - 1013-0799
AB - The purpose of this study is to develop a prediction model of patent citation counts based on major factors which affect patent citation. To this end, we performed multiple regression analysis between the patent citation counts and five explanatory variables such as the number of pages, the number of claims, the reference-average-citation rate, the strength of bibliographic coupling, and the document similarity proved as having 5% or more standardized variances(r2) with patent citation counts, with a test dataset of U.S. patents in five subject fields. As a result, our prediction models showed 58.3% to 89.6% predictability depending on subject fields and revealed the document similarity has the highest impact on citation counts among the five predictive variables in all the subject fields. The result of comparison between the predicted citation counts and the actual ones confirmed the usefulness of the citation prediction models built for each subject field.
KW - citation analysis;citation prediction;patent citation;citation prediction models
DO - 10.3743/KOSIM.2010.27.4.239
ER -
Yoo， Jae-Bok and Young-Mee Chung. (2010). A Study on Developing a Prediction Model of Patent Citation Counts. Journal of the Korean Society for Information Management, 27(4), 239-258.
Yoo， Jae-Bok and Young-Mee Chung. 2010, "A Study on Developing a Prediction Model of Patent Citation Counts", Journal of the Korean Society for Information Management, vol.27, no.4 pp.239-258. Available from: doi:10.3743/KOSIM.2010.27.4.239
Yoo， Jae-Bok, Young-Mee Chung "A Study on Developing a Prediction Model of Patent Citation Counts" Journal of the Korean Society for Information Management 27.4 pp.239-258 (2010) : 239.
Yoo， Jae-Bok, Young-Mee Chung. A Study on Developing a Prediction Model of Patent Citation Counts. 2010; 27(4), 239-258. Available from: doi:10.3743/KOSIM.2010.27.4.239
Yoo， Jae-Bok and Young-Mee Chung. "A Study on Developing a Prediction Model of Patent Citation Counts" Journal of the Korean Society for Information Management 27, no.4 (2010) : 239-258.doi: 10.3743/KOSIM.2010.27.4.239
Yoo， Jae-Bok; Young-Mee Chung. A Study on Developing a Prediction Model of Patent Citation Counts. Journal of the Korean Society for Information Management, 27(4), 239-258. doi: 10.3743/KOSIM.2010.27.4.239
Yoo， Jae-Bok; Young-Mee Chung. A Study on Developing a Prediction Model of Patent Citation Counts. Journal of the Korean Society for Information Management. 2010; 27(4) 239-258. doi: 10.3743/KOSIM.2010.27.4.239
Yoo， Jae-Bok, Young-Mee Chung. A Study on Developing a Prediction Model of Patent Citation Counts. 2010; 27(4), 239-258. Available from: doi:10.3743/KOSIM.2010.27.4.239
Yoo， Jae-Bok and Young-Mee Chung. "A Study on Developing a Prediction Model of Patent Citation Counts" Journal of the Korean Society for Information Management 27, no.4 (2010) : 239-258.doi: 10.3743/KOSIM.2010.27.4.239
