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스마트미디어저널 = Smart media journal, v.12 no.2, 2023년, pp.36 - 41
일킨 타히예프 (대전대학교 정보보안학과) , 이재흥 (대전대학교 정보보안학과)
AI-Helper
With the advent of applicant tracking systems, online recruitment has become more popular, and recruitment fraud has become a serious problem. This research aims to develop a reliable model to detect recruitment fraud in online recruitment environments to reduce cost losses and enhance privacy. The ...
S. Laumer, C. Maier, and A. Eckhardt, "The？impact of business process management and？applicant tracking systems on recruiting process？performance: an empirical study," Journal of？Business Economics, vol. 85, no. 4, pp. 421-453,？2015.
What is Online Recruitment and What are Its？Advantages? - Fountain Blog(2022).？https://www.fountain.com/posts/what-is-online-recruitment-and-what-are-its-advantages？(accessed Feb., 21, 2023)
Applicant Tracking Systems: The Ultimate Guide？for Job Seekers in 2022(2022).？https://www.jobscan.co/applicant-tracking-systems (accessed Feb., 21, 2023).
B. Alghamdi and A. Fahad, "An Intelligent Model？for Online Recruitment Fraud Detection," Journal？of Information Security, vol. 10, no. 3, pp.？155-176, 2019.
S. Vidros, C. Kolias, G. Kambourakis, and L.？Akoglu, "Automatic Detection of Online？Recruitment Frauds: Characteristics, Methods,？and a Public Dataset," Future Internet, vol. 9,？no. 1:6, 2017.
H. Sharma and S. Kumar, "A Survey on？Decision Tree Algorithms of Classification in？Data Mining," International Journal of Science？and Research (IJSR), vol. 5, no. 4, pp.？2094-2097, 2016.
J. Perez, E. Iturbide, V. Olivares, M. Hidalgo,？A. Martinez, and N. Almanza, "A Data？Preparation Methodology in Data Mining？Applied to Mortality Population Databases,"？Journal of medical systems, vol. 39, no. 11:152,？2015.
김정인, 박상진, 김형주, 최준호, 김한일, 김판구,？"나이브 베이즈 기반 소셜 미디어 상의 신조어 감성 판별 기법," 스마트미디어저널, 제9권, 제14호,？51-59쪽, 2020년 03월
I. Rish, "An empirical study of the naive Bayes？classifier," In IJCAI 2001 workshop on empirical？methods in artificial intelligence, vol. 3, no. 22,？pp. 41-46, 2001.
M.W Gardner and S.R Dorling, "Artificial neural？networks (the multilayer perceptron)-a review of？applications in the atmospheric sciences,"？Atmospheric Environment, vol. 32, no. 14-15, pp.？2627-2636, 1998.
J. Keller, M. R. Gray, and J. A. Givens, "A？fuzzy K-nearest neighbor algorithm," IEEE？Transactions on Systems, Man, and Cybernetics,？vol. SMC-15, no. 4, pp. 580-585, 1985.
S. B. Imandoust and M. Bolandraftar,？"Application of K-Nearest Neighbor (KNN)？Approach for Predicting Economic Events:？Theoretical Background," International Journal of？Engineering Research and Applications, vol. 3,？no. 5, pp. 605-610, 2013.
X. Dong, Z. Yu, W. Cao, Y. Shi, and Q. Ma, "A？survey on ensemble learning," Frontiers of？Computer Science, vol. 14, no. 2, pp. 241-258,？2020.
N. Altman and M. Krzywinski, "Ensemble？methods: bagging and random forests," Nature？Methods, vol. 14, no. 10, pp. 933-935, 2017.
O. Sagi and L. Rokach, "Ensemble learning: A？survey," Wiley Interdisciplinary Reviews: Data？Mining and Knowledge Discovery, vol. 8, no.？4:e1249, 2018.
노성진, 노미진, 한무명초, 엄선현, 김양석, "머신러닝을 활용한 선발 투수 교체시기에 관한 연구,"？스마트미디어저널, 제11권, 제2호, 9-17쪽, 2022년？3월
Recruitment Scam | Kaggle(2020).？https://www.kaggle.com/datasets/amruthjithrajvr/recruitment-scam (accessed Feb., 21, 2023).
The world's leading recruiting software and？hiring platform | Workable(2023).？https://www.workable.com (accessed Feb., 21,？2023).
김정민, 국중진, "유튜브 악성 댓글 탐지를 위한？LSTM 기반 기계학습 시스템 설계 및 구현," 스마트미디어저널, 제11권, 제2호, 18-24쪽, 2022년 3월
D. Storcheus, A. Rostamizadeh, and S. Kumar,？"A Survey of Modern Questions and Challenges？in Feature Extraction," Feature Extraction:？Modern Questions and Challenges, pp. 44(1-18),？PMLR, Dec. 2015.
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