Alper Bilge

38 papers B 1C 1Misc 1Journal 28Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
SUPER: Smart User-Centric Popularity Exposure Reduction for Fair and Diverse Recommendations.
IEEE Access
Ismail Burak Yavru, Emre Yalcin, Alper Bilge, Sevcan Yilmaz Gündüz
2025 J jnl
: Dynamic User-oriented re-Ranking calibration strategy for popularity bias treatment of recommendation algorithms.
Int. J. Hum. Comput. Stud.
Mert Gulsoy, Emre Yalcin, Yucel Tacli, Alper Bilge
2024 J jnl
A Novel Pre-Processing Technique to Combat Popularity Bias in Personality-Aware Recommender Systems.
IEEE Access
Madiha Waris, Muhammad Zaman Fakhar, Mert Gulsoy, Emre Yalcin, Alper Bilge
2024 J jnl
A novel target item-based similarity function in privacy-preserving collaborative filtering.
J. Supercomput.
Emre Yalcin, Alper Bilge
2023 J jnl
A survey of smart home energy conservation techniques.
Expert Syst. Appl.
Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge
2023 J jnl
Popularity bias in personality perspective: An analysis of how personality traits expose individuals to the unfair recommendation.
Concurr. Comput. Pract. Exp.
Emre Yalcin, Alper Bilge
2023 J jnl
Robustness of privacy-preserving collaborative recommenders against popularity bias problem.
PeerJ Comput. Sci.
Mert Gulsoy, Emre Yalcin, Alper Bilge
2022 J jnl
A Graph-Based Recommendation Algorithm on Quaternion Algebra.
SN Comput. Sci.
Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
2022 J jnl
Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis.
Inf. Process. Manag.
Emre Yalcin, Alper Bilge
2022 J jnl
IESR: Instant Energy Scheduling Recommendations for Cost Saving in Smart Homes.
IEEE Access
Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge
2021 J jnl
Alleviating the cold-start playlist continuation in music recommendation using latent semantic indexing.
Int. J. Multim. Inf. Retr.
Ali Yürekli, Cihan Kaleli, Alper Bilge
2021 J jnl
An entropy empowered hybridized aggregation technique for group recommender systems.
Expert Syst. Appl.
Emre Yalcin, Firat Ismailoglu, Alper Bilge
2021 J jnl
Exploring playlist titles for cold-start music recommendation: an effectiveness analysis.
J. Ambient Intell. Humaniz. Comput.
Ali Yürekli, Alper Bilge, Cihan Kaleli
2021 J jnl
Investigating and counteracting popularity bias in group recommendations.
Inf. Process. Manag.
Emre Yalcin, Alper Bilge
2021 J jnl
Novel automatic group identification approaches for group recommendation.
Expert Syst. Appl.
Emre Yalcin, Alper Bilge
2021 — conf
Similarity-inclusive Link Prediction with Quaternions.
ICEIS (1)
Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
2020 J jnl
Binary multicriteria collaborative filtering.
Turkish J. Electr. Eng. Comput. Sci.
Emre Yalcin, Alper Bilge
2019 J jnl
A review on deep learning for recommender systems: challenges and remedies.
Artif. Intell. Rev.
Zeynep Batmaz, Ali Yürekli, Alper Bilge, Cihan Kaleli
2019 — conf
On Similarity Measures for a Graph-Based Recommender System.
ICIST
Zühal Kurt, Alper Bilge, Kemal Özkan, Ömer Nezih Gerek
2019 J jnl
Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems.
IEEE Access
Burcu Yurekli Yilmazel, Alper Bilge, Cihan Kaleli
2019 J jnl
Privacy-preserving multi-criteria collaborative filtering.
Inf. Process. Manag.
Alper Yargic, Alper Bilge
2019 J jnl
Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks.
Expert Syst. Appl.
Ahmet Murat Turk, Alper Bilge
2018 C conf
A Robust Multi-Criteria Collaborative Filtering Algorithm.
INISTA
Ahmet Murat Turk, Alper Bilge
2018 J jnl
Bilgisayar Muhendisligi Egitiminde Teknoloji Egilimlerinin Takip Edilmesi.
CoRR
Ahmet Murat Turk, Alper Bilge
2017 B conf
Privacy Risks for Multi-Criteria Collaborative Filtering Systems.
ICCCN
Alper Yargic, Alper Bilge
2014 — conf
A Novel Shilling Attack Detection Method.
ITQM
Alper Bilge, Zeynep Özdemir, Huseyin Polat
2014 J jnl
Robustness analysis of privacy-preserving model-based recommendation schemes.
Expert Syst. Appl.
Alper Bilge, Ihsan Günes, Huseyin Polat
2014 J jnl
Shilling attacks against recommender systems: a comprehensive survey.
Artif. Intell. Rev.
Ihsan Günes, Cihan Kaleli, Alper Bilge, Huseyin Polat
2013 J jnl
A Survey of Privacy-Preserving Collaborative Filtering Schemes.
Int. J. Softw. Eng. Knowl. Eng.
Alper Bilge, Cihan Kaleli, Ibrahim Yakut, Ihsan Günes, Huseyin Polat
2013 J jnl
A comparison of clustering-based privacy-preserving collaborative filtering schemes.
Appl. Soft Comput.
Alper Bilge, Huseyin Polat
2013 J jnl
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering.
Inf. Process. Manag.
Alper Bilge, Huseyin Polat
2013 — —
Improving performance of privacy-preserving collaborative filtering schemes (Gizlilik temelli ortak süzgeçleme yöntemlerinin başarımının iyileştirilmesi)
Alper Bilge
2013 J jnl
Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms.
KSII Trans. Internet Inf. Syst.
Ihsan Günes, Alper Bilge, Huseyin Polat
2012 J jnl
An improved privacy-preserving DWT-based collaborative filtering scheme.
Expert Syst. Appl.
Alper Bilge, Huseyin Polat
2011 — conf
An Improved Profile-Based CF Scheme with Privacy.
ICSC
Alper Bilge, Huseyin Polat
2010 — conf
Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing.
Web Intelligence
Alper Bilge, Huseyin Polat
2010 — conf
On Binary Similarity Measures for Privacy-preserving Top-N Recommendations.
ICSOFT (1)
Alper Bilge, Cihan Kaleli, Huseyin Polat
2007 Misc conf
The Estimation Of Daily Temperature By Artificial And Fuzzy Neural Network Methods.
IC-AI
Alper Bilge