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Author

Alper Bilge

Observed names: ALPER BILGE, Alper BİLGE, BİLGE, ALPER
Institution: Akdeniz University
ORCID: 0000-0003-3467-9915
Observed ORCID: 0000-0003-3467-9915
OpenAlex ID: A5042038212
A review on deep learning for recommender systems: challenges and remedies
2018 · Zeynep Batmaz, Ali Yurekli, et al. · Artificial Intelligence Review · 542
Shilling attacks against recommender systems: a comprehensive survey
2012 · Ihsan Gunes, Cihan Kaleli, et al. · Artificial Intelligence Review · 342
Investigating and counteracting popularity bias in group recommendations
2021 · Emre Yalcin, Alper Bilge · Information Processing & Management · 79
An entropy empowered hybridized aggregation technique for group recommender systems
2020 · Emre Yalcin, Firat Ismailoglu, et al. · Expert Systems with Applications · 65
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering
2013 · Alper Bilge, Huseyin Polat · Information Processing & Management · 65
A survey of smart home energy conservation techniques
2022 · Muhammad Zaman Fakhar, Emre Yalcin, et al. · Expert Systems with Applications · 61
Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis
2022 · Emre Yalcin, Alper Bilge · Information Processing & Management · 59
A comparison of clustering-based privacy-preserving collaborative filtering schemes
2012 · Alper Bilge, Huseyin Polat · Applied Soft Computing · 56
Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks
2018 · Ahmet Murat Turk, Alper Bilge · Expert Systems with Applications · 52
A Novel Shilling Attack Detection Method
2014 · Alper Bilge, Zeynep Ozdemir, et al. · Procedia Computer Science · 50
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A multi-criteria item-based collaborative filtering framework
2014 · Alper Bilge, Cihan Kaleli · International Joint Conference on Computer Science and Software Engineering · 45
A Survey of Privacy-preserving Collaborative Filtering Schemes
2013 · ALPER BILGE, CIHAN KALELI, et al. · International Journal of Software Engineering and Knowledge Engineering · 44
Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms
2013 · Ihsan Gunes, Alper Bilge, et al. · KSII Transactions on Internet and Information Systems · 35
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An improved privacy-preserving DWT-based collaborative filtering scheme
2011 · Alper Bilge, Huseyin Polat · Expert Systems with Applications · 28
Novel automatic group identification approaches for group recommendation
2021 · Emre Yalcin, Alper Bilge · Expert Systems with Applications · 27
Robustness analysis of privacy-preserving model-based recommendation schemes
2013 · Alper Bilge, Ihsan Gunes, et al. · Expert Systems with Applications · 27
Privacy-preserving multi-criteria collaborative filtering
2019 · Alper Yargic, Alper Bilge · Information Processing & Management · 26
Popularity bias in personality perspective: An analysis of how personality traits expose individuals to the unfair recommendation
2023 · Emre Yalcin, Alper Bilge · Concurrency and Computation Practice and Experience · 24
Shilling Attacks against Privacy-Preserving Collaborative Filtering
2013 · Ihsan Gunes, Alper Bilge, et al. · Journal of Advanced Management Science · 17
Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing
2010 · Alper Bilge, Huseyin Polat · IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) · 17
Improving Accuracy of Multi-criteria Collaborative Filtering by Normalizing User Ratings
2017 · Alper Bilge, Alper Yargıç · Anadolu University Journal of Science and Technology-A Applied Sciences and Engineering · 13
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An Improved Profile-Based CF Scheme with Privacy
2011 · Alper Bilge, Huseyin Polat · IEEE International Conference on Semantic Computing (ICSC) · 13
Novel approaches to measuring the popularity inclination of users for the popularity bias problem
2022 · Yucel Tacli, Emre Yalcin, et al. · International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) · 11
Treating adverse effects of blockbuster bias on beyond-accuracy quality of personalized recommendations
2021 · Emre Yalcin, Alper Bilge · Engineering Science and Technology an International Journal · 11
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Exploring playlist titles for cold-start music recommendation: an effectiveness analysis
2021 · Ali Yürekli, Alper Bilge, et al. · Journal of Ambient Intelligence and Humanized Computing · 11
Works count: 53
Citation count: 1,829
H-index: 18
I10-index: 29
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