TY - GEN
T1 - A Context-based framework for resource citation classification in scientific literatures
AU - Zhao, He
AU - Feng, Chong
AU - Luo, Zhunchen
AU - Ye, Yuming
N1 - Publisher Copyright:
© 2019 Association for Computing Machinery.
PY - 2019/7/18
Y1 - 2019/7/18
N2 - In this paper, we introduce the task of resource citation classification for scientific literature using a context-based framework. This task is to analyze the purpose of citing an on-line resource in scientific text by modeling the role and function of each resource citation. It can be incorporated into resource indexing and recommendation systems to help better understand and classify on-line resources in scientific literature. We propose a new annotation scheme for this task and develop a dataset of 3,088 manually annotated resource citations. We adopt a neural-based model to build the classifiers and apply them on the large ARC dataset to examine the revolution of scientific resources from trends in their function over time.
AB - In this paper, we introduce the task of resource citation classification for scientific literature using a context-based framework. This task is to analyze the purpose of citing an on-line resource in scientific text by modeling the role and function of each resource citation. It can be incorporated into resource indexing and recommendation systems to help better understand and classify on-line resources in scientific literature. We propose a new annotation scheme for this task and develop a dataset of 3,088 manually annotated resource citations. We adopt a neural-based model to build the classifiers and apply them on the large ARC dataset to examine the revolution of scientific resources from trends in their function over time.
KW - Scientific literature mining
KW - Scientific resource classification
UR - http://www.scopus.com/inward/record.url?scp=85073801086&partnerID=8YFLogxK
U2 - 10.1145/3331184.3331348
DO - 10.1145/3331184.3331348
M3 - Conference contribution
AN - SCOPUS:85073801086
T3 - SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval
SP - 1041
EP - 1044
BT - SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval
PB - Association for Computing Machinery, Inc
T2 - 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019
Y2 - 21 July 2019 through 25 July 2019
ER -