@article{ART002304592},
author={신다예 and Kiduk Yang},
title={A Method for Same Author Name Disambiguation in Domestic Academic Papers},
journal={Journal of the Korean Biblia Society for Library and Information Science},
issn={1229-2435},
year={2017},
volume={28},
number={4},
pages={301-319},
doi={10.14699/kbiblia.2017.28.4.301}
TY - JOUR
AU - 신다예
AU - Kiduk Yang
TI - A Method for Same Author Name Disambiguation in Domestic Academic Papers
JO - Journal of the Korean Biblia Society for Library and Information Science
PY - 2017
VL - 28
IS - 4
PB - Journal Of The Korean Biblia Society For Library And Information Science
SP - 301
EP - 319
SN - 1229-2435
AB - The task of author name disambiguation involves identifying an author with different names or different authors with the same name. The author name disambiguation is important for correctly assessing authors’ research achievements and finding experts in given areas as well as for the effective operation of scholarly information services such as citation indexes. In the study, we performed error correction and normalization of data and applied rules-based author name disambiguation to compare with baseline machine learning disambiguation in order to see if human intervention could improve the machine learning performance. The improvement of over 0.1 in F-measure by the corrected and normalized email-based author name disambiguation over machine learning demonstrates the potential of human pattern identification and inference, which enabled data correction and normalization process as well as the formation of the rule-based diambiguation, to complement the machine learning’s weaknesses to improve the author name disambiguation results.
KW - Author Name Disambiguation;Machine Learning;Rule-based Method;Heuristic
DO - 10.14699/kbiblia.2017.28.4.301
ER -
신다예 and Kiduk Yang. (2017). A Method for Same Author Name Disambiguation in Domestic Academic Papers. Journal of the Korean Biblia Society for Library and Information Science, 28(4), 301-319.
신다예 and Kiduk Yang. 2017, "A Method for Same Author Name Disambiguation in Domestic Academic Papers", Journal of the Korean Biblia Society for Library and Information Science, vol.28, no.4 pp.301-319. Available from: doi:10.14699/kbiblia.2017.28.4.301
신다예, Kiduk Yang "A Method for Same Author Name Disambiguation in Domestic Academic Papers" Journal of the Korean Biblia Society for Library and Information Science 28.4 pp.301-319 (2017) : 301.
신다예, Kiduk Yang. A Method for Same Author Name Disambiguation in Domestic Academic Papers. 2017; 28(4), 301-319. Available from: doi:10.14699/kbiblia.2017.28.4.301
신다예 and Kiduk Yang. "A Method for Same Author Name Disambiguation in Domestic Academic Papers" Journal of the Korean Biblia Society for Library and Information Science 28, no.4 (2017) : 301-319.doi: 10.14699/kbiblia.2017.28.4.301
신다예; Kiduk Yang. A Method for Same Author Name Disambiguation in Domestic Academic Papers. Journal of the Korean Biblia Society for Library and Information Science, 28(4), 301-319. doi: 10.14699/kbiblia.2017.28.4.301
신다예; Kiduk Yang. A Method for Same Author Name Disambiguation in Domestic Academic Papers. Journal of the Korean Biblia Society for Library and Information Science. 2017; 28(4) 301-319. doi: 10.14699/kbiblia.2017.28.4.301
신다예, Kiduk Yang. A Method for Same Author Name Disambiguation in Domestic Academic Papers. 2017; 28(4), 301-319. Available from: doi:10.14699/kbiblia.2017.28.4.301
신다예 and Kiduk Yang. "A Method for Same Author Name Disambiguation in Domestic Academic Papers" Journal of the Korean Biblia Society for Library and Information Science 28, no.4 (2017) : 301-319.doi: 10.14699/kbiblia.2017.28.4.301
1
