Yayınlar & Eserler

Yayın Ağı
Makaleler 23
Tümü (23)
SCI-E, SSCI, AHCI (17)
SCI-E, SSCI, AHCI, ESCI (18)
ESCI (1)
Scopus (18)
TRDizin (5)
Diğer Yayınlar (1)

1. Gender-aware fairness in iterative recommender systems: A simulation study on popularity bias

Zoralioğlu Y., Yalçın E.
Nigde Omer Halisdemir University Journal of Engineering Sciences , cilt.14, sa.4, ss.1199-1210, 2025 (Hakemli Dergi) Creative Commons License

2. DUoR: Dynamic User-oriented re-Ranking calibration strategy for popularity bias treatment of recommendation algorithms

Gulsoy M., Yalçın E., Tacli Y., Bilge A.
International Journal of Human Computer Studies , cilt.203, 2025 (SCI-Expanded) Creative Commons License identifier

3. CALIBRATED POPULARITY RE-RANKING WITH ALTERNATIVE DIVERGENCE MEASURES FOR POPULARITY BIAS MITIGATION

Yalçın E.
Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering , cilt.26, sa.3, ss.260-278, 2025 (Hakemli Dergi) Creative Commons License

4. EquiRate: balanced rating injection approach for popularity bias mitigation in recommender systems

Gulsoy M., Yalçın E., Bilge A.
PEERJ COMPUTER SCIENCE , cilt.11, ss.3055, 2025 (SCI-Expanded) Creative Commons License identifier

5. Digitalization for enhancing reading habits: the improved hybrid book recommendation system with genre-oriented profiles

Dogan O., YALÇIN E., Areta Hiziroglu O.
Library Management , cilt.45, sa.8-9, ss.489-505, 2024 (ESCI) identifier

6. Empowered chaotic local search-based differential evolution algorithm with entropy-based hybrid objective function for brain tumor segmentation

Aydemir S. B., Kutlu Onay F., YALÇIN E.
Biomedical Signal Processing and Control , cilt.96, 2024 (SCI-Expanded) identifier

7. A novel target item-based similarity function in privacy-preserving collaborative filtering

YALÇIN E., BİLGE A.
Journal of Supercomputing , cilt.80, sa.13, ss.19433-19461, 2024 (SCI-Expanded) Creative Commons License identifier

8. A Novel Pre-Processing Technique to Combat Popularity Bias in Personality-Aware Recommender Systems

Waris M., Fakhar M. Z., Gulsoy M., Yalçın E., Bilge A.
IEEE Access , 2024 (SCI-Expanded) identifier

9. A novel classification-based shilling attack detection approach for multi-criteria recommender systems

Kaya T. T., YALÇIN E., Kaleli C.
Computational Intelligence , cilt.39, sa.3, ss.499-528, 2023 (SCI-Expanded) identifier

10. Popularity bias in personality perspective: An analysis of how personality traits expose individuals to the unfair recommendation

Yalçın E., Bilge A.
Concurrency and Computation: Practice and Experience , cilt.35, sa.9, 2023 (SCI-Expanded) identifier identifier

11. A survey of smart home energy conservation techniques

Fakhar M. Z., Yalçın E., Bilge A.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.213, 2023 (SCI-Expanded) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

12. Robustness of privacy-preserving collaborative recommenders against popularity bias problem

Gulsoy M., YALÇIN E., BİLGE A.
PeerJ Computer Science , cilt.9, 2023 (SCI-Expanded) identifier identifier

13. Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis

Yalçın E., Bilge A.
INFORMATION PROCESSING & MANAGEMENT , cilt.59, sa.6, 2022 (SCI-Expanded) Creative Commons License identifier identifier

14. Exploring potential biases towards blockbuster items in ranking-based recommendations

Yalçın E.
DATA MINING AND KNOWLEDGE DISCOVERY , cilt.36, sa.6, ss.2033-2073, 2022 (SCI-Expanded) Creative Commons License identifier identifier

15. Treating adverse effects of blockbuster bias on beyond-accuracy quality of personalized recommendations

Yalçın E., Bilge A.
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH , cilt.33, 2022 (SCI-Expanded) Creative Commons License identifier identifier

16. Effects of neighborhood-based collaborative filtering parameters on their blockbuster bias performances

Yalcin E.
Sakarya University Journal of Computer and Information Sciences (Online) , cilt.5, sa.2, ss.157-168, 2022 (Hakemli Dergi) Creative Commons License

17. IESR: Instant Energy Scheduling Recommendations for Cost Saving in Smart Homes

Fakhar M. Z., Yalçın E., Bilge A.
IEEE ACCESS , cilt.10, ss.52178-52195, 2022 (SCI-Expanded) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

18. Investigating and counteracting popularity bias in group recommendations

Yalçın E., Bilge A.
INFORMATION PROCESSING & MANAGEMENT , cilt.58, sa.5, 2021 (SCI-Expanded) identifier identifier

19. Novel automatic group identification approaches for group recommendation

Yalcin E., Bilge A.
Expert Systems with Applications , cilt.174, 2021 (SCI-Expanded) identifier identifier

20. İşbirlikçi Filtreleme Algoritmalarının Çok-Beğenilen Ürünlere Yönelik Yanlılığı

Yalçın E.
Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , cilt.8, sa.1, ss.279-291, 2021 (Hakemli Dergi) Creative Commons License identifier

21. An entropy empowered hybridized aggregation technique for group recommender systems

Yalçın E., İsmailoğlu F., Bilge A.
Expert Systems with Applications , cilt.166, 2021 (SCI-Expanded) Creative Commons License identifier identifier

22. A PERSONALITY-BASED AGGREGATION TECHNIQUE FOR GROUP RECOMMENDATION

Yalçın E., Bilge A.
Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering , cilt.21, sa.4, ss.486-498, 2020 (Hakemli Dergi) Creative Commons License

23. Binary multicriteria collaborative filtering

Yalçın E., Bilge A.
Turkish Journal of Electrical Engineering and Computer Sciences , cilt.28, sa.6, ss.3419-3437, 2020 (SCI-Expanded) Creative Commons License identifier identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 13

1. ANALYZING UNFAIRNESS OF POPULARITY BIAS ACROSS DIFFERENT AGE GROUPS IN ITERATIVE RECOMMENDER SYSTEMS

ZORALİOĞLU Y., YALÇIN E.
5. BİLSEL INTERNATIONAL TURABDİN SCIENTIFIC RESEARCHES AND INNOVATION, Mardin, Türkiye, 10 - 11 Mayıs 2025, (Tam Metin Bildiri)

2. DUYGU DURUMU TESPİTİNDE EVRİŞİMLİ SİNİR AĞI VARYASYONLARININ KARŞILAŞTIRMALI ANALİZİ

ÖZCAN M. H., YALÇIN E.
5. BİLSEL INTERNATIONAL TURABDİN SCIENTIFIC RESEARCHES AND INNOVATION, Mardin, Türkiye, 10 - 11 Mayıs 2025, (Tam Metin Bildiri)

3. KİŞİSELLEŞTİRİLMİŞ FİLM ÖNERİLERİ İÇİN HİBRİT ÖNERİ MODELLERİ: TÜR VE GRAFİK TABANLI BİR YAKLAŞIM

ELMAS Y., YALÇIN E., KAYNAR O.
4. BİLSEL INTERNATIONAL ASPENDOS SCIENTIFIC RESEARCHES CONGRESS, Antalya, Türkiye, 1 - 02 Şubat 2025, (Tam Metin Bildiri)

4. ÖNERI SİSTEMLERİNDE KÜTÜPHANELERIN ÖNERİLERE ETKİSİ: CORNAC VE SURPRISE KÜTÜPHANELERİNİN KIYASLAMASI

AKBABA A., YALÇIN E., KAYNAR O.
4. BİLSEL INTERNATIONAL ASPENDOS SCIENTIFIC RESEARCHES CONGRESS, Antalya, Türkiye, 1 - 02 Şubat 2025, (Tam Metin Bildiri)

5. ÖNERİ SİSTEMLERİNDEKİ POPÜLERLİK YANLILIĞI SORUNUNA DİNAMİK BAKIŞ: WBPR İŞBİRLİKÇİ FİLTRELEME ALGORİTMASI KULLANILARAK YAPILAN BİR ÇALIŞMA

Zoralioğlu Y., Yalçın E.
INTERNATIONAL SCIENTIFIC RESEARCH AND INNOVATION CONGRESS-II, Adana, Türkiye, 16 - 18 Aralık 2024, ss.588-597, (Tam Metin Bildiri) Creative Commons License

6. YAPAY ZEKA İLE TERMAL ETKİLERİN KUANTUM KUYULARINDAKİ LİNEER OLMAYAN ÖZELLİKLER ÜZERİNDEKİ ETKİSİNİN İNCELENMESİ

Sayraç M., Yalçın E.
INTERNATIONAL SCIENTIFIC RESEARCH AND INNOVATION CONGRESS, Ankara, Türkiye, 5 - 06 Haziran 2024, (Tam Metin Bildiri) Creative Commons License

7. The Unfairness of Collaborative Filtering Algorithms’ Bias Towards Blockbuster Items

YALÇIN E.
3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Türkiye, 1 - 03 Ekim 2021, (Tam Metin Bildiri) Creative Commons License

8. An empirical analysis of how users with different genders are not equally affected by the recommendations

Yalçın E.
2022 International Conference on Engineering Technologies (ICENTE22), Konya, Türkiye, 17 - 20 Kasım 2022, ss.1-5, (Tam Metin Bildiri) Creative Commons License

9. Novel approaches to measuring the popularity inclination of users for the popularity bias problem

Tacli Y., Yalçın E., Bilge A.
6th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2022, Ankara, Türkiye, 20 - 22 Ekim 2022, ss.555-560, (Tam Metin Bildiri) Creative Commons License identifier

10. PopHybrid: a novel item popularity-aware hybrid approach for long-tail recommendation

Yalçın E.
4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022, Ankara, Türkiye, 9 - 11 Haziran 2022, (Tam Metin Bildiri) Creative Commons License identifier

11. Blockbuster: A New Perspective on Popularity-bias in Recommender Systems

Yalçın E.
6th International Conference on Computer Science and Engineering, UBMK 2021, Ankara, Türkiye, 15 - 17 Eylül 2021, ss.107-112, (Tam Metin Bildiri) Creative Commons License identifier

12. An empirical evaluation of aggregation techniques used in group recommender systems

Yalçın E., Bilge A., Yüksek A. G.
8TH International Conference on Advanced Technologies , Sarajevo, Bosna-Hersek, 26 - 30 Ağustos 2019, (Tam Metin Bildiri) Creative Commons License Sürdürülebilir Kalkınma

13. A new neighborhood selection method for collaborative filtering recommender systems

YALÇIN E.
International Conference on Research in Education and Science, 19 - 22 Mayıs 2016, (Tam Metin Bildiri)
Kitaplar 1

1. The Unfairness of Collaborative Filtering Algorithms’ Bias Towards Blockbuster Items

YALÇIN E.
Smart Applications with Advanced Machine Learning and Human-Centred Problem Design, , Editör, Springer, ss.233, 2023
Metrikler

Yayın

37

Yayın (WoS)

18

Yayın (Scopus)

21

Atıf (WoS)

205

H-İndeks (WoS)

7

Atıf (Scopus)

291

H-İndeks (Scopus)

8

Atıf (Scholar)

439

H-İndeks (Scholar)

10

Proje

4

Tez Danışmanlığı

8

Açık Erişim

24
BM Sürdürülebilir Kalkınma Amaçları