TY - GEN
T1 - A new strategy for developing scientific community model based on scientific article publication
AU - Maududie, Achmad
AU - Slamin,
AU - Subekti, Agus
AU - Siahaan, Daniel
AU - Prihandoko,
AU - Siringoringo, Hotniar
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/5/11
Y1 - 2017/5/11
N2 - The study was a literature review to develop a new strategy to clustering data. This study is part of our ongoing main project to develop scientific community model based on scientific article publication. The concept of this strategy is utilizing scientific article metadata elements that has been published electronically to map scientists community respect to the topics that are developing. This paper introduces TermRank approach that is adopted from PageRank to determine the strength value of a node and implements clustering technique to limit the number of computation in the topic modeling. Based on preliminary results, it is shown that in the stage of article data extraction, it turns out that it must be readjusted by adding the number of process to solve the problems on inconsistency inputting metadata elements, the use of two languages in abstract, and non-standard references format.
AB - The study was a literature review to develop a new strategy to clustering data. This study is part of our ongoing main project to develop scientific community model based on scientific article publication. The concept of this strategy is utilizing scientific article metadata elements that has been published electronically to map scientists community respect to the topics that are developing. This paper introduces TermRank approach that is adopted from PageRank to determine the strength value of a node and implements clustering technique to limit the number of computation in the topic modeling. Based on preliminary results, it is shown that in the stage of article data extraction, it turns out that it must be readjusted by adding the number of process to solve the problems on inconsistency inputting metadata elements, the use of two languages in abstract, and non-standard references format.
KW - Clustering
KW - Scientific Article Publication
KW - Scientific Community Model
KW - TermRank
UR - http://www.scopus.com/inward/record.url?scp=85020237643&partnerID=8YFLogxK
U2 - 10.1109/ICIST.2017.7926767
DO - 10.1109/ICIST.2017.7926767
M3 - Conference contribution
AN - SCOPUS:85020237643
T3 - 7th International Conference on Information Science and Technology, ICIST 2017 - Proceedings
SP - 259
EP - 262
BT - 7th International Conference on Information Science and Technology, ICIST 2017 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Conference on Information Science and Technology, ICIST 2017
Y2 - 16 April 2017 through 19 April 2017
ER -