TY - GEN
T1 - A Novel Approach on Conducting Reviewer Recommendations Based on Conflict of Interest
AU - Nugroho, Adi Setyo
AU - Iswafaza, Aizul Faiz
AU - Anggraini, Ratih Nur Esti
AU - Sarno, Riyanarto
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - the reviewer's recommendation in accordance with the field of research is crucial where this is directly proportional to the results of the review on the research. In finding suitable reviewers, conflicts of interest (COI) are often found. In this paper, we propose an approach to reviewer recommendations with topic extraction and author extraction to prevent COI. First, we separate the process into 2, namely to do topic extraction using Latent Dirichlet Allocation (LDA), and also to do author extraction using Cosine Similarity. The next step is to combine the two results to rank the 10 recommended authors. The experimental results show that our approach has succeeded in getting 10 recommended reviewers to avoid COI.
AB - the reviewer's recommendation in accordance with the field of research is crucial where this is directly proportional to the results of the review on the research. In finding suitable reviewers, conflicts of interest (COI) are often found. In this paper, we propose an approach to reviewer recommendations with topic extraction and author extraction to prevent COI. First, we separate the process into 2, namely to do topic extraction using Latent Dirichlet Allocation (LDA), and also to do author extraction using Cosine Similarity. The next step is to combine the two results to rank the 10 recommended authors. The experimental results show that our approach has succeeded in getting 10 recommended reviewers to avoid COI.
KW - Conflict of Interest
KW - Cosine Similarity
KW - LDA
KW - Recommendation
KW - Topic Extraction
UR - http://www.scopus.com/inward/record.url?scp=85123317639&partnerID=8YFLogxK
U2 - 10.1109/ICTS52701.2021.9609054
DO - 10.1109/ICTS52701.2021.9609054
M3 - Conference contribution
AN - SCOPUS:85123317639
T3 - Proceedings of 2021 13th International Conference on Information and Communication Technology and System, ICTS 2021
SP - 195
EP - 200
BT - Proceedings of 2021 13th International Conference on Information and Communication Technology and System, ICTS 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 13th International Conference on Information and Communication Technology and System, ICTS 2021
Y2 - 20 October 2021 through 21 October 2021
ER -