Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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

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

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

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

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

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

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

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

Investigating and counteracting popularity bias in group recommendations

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

Novel automatic group identification approaches for group recommendation

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

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

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

Diğer Dergilerde Yayınlanan Makaleler

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

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

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

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

The Unfairness of Collaborative Filtering Algorithms’ Bias Towards Blockbuster Items

Yalçın E.
3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Türkiye, 1 - 03 Ekim 2021, ss.233-246 Creative Commons License

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 Creative Commons License

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 Creative Commons License identifier

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 Creative Commons License identifier

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 Creative Commons License identifier

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 Creative Commons License Sürdürülebilir Kalkınma

A new neighborhood selection method for collaborative filtering recommender systems

YALÇIN E.
International Conference on Research in Education and Science, 19 - 22 Mayıs 2016

Kitap & Kitap Bölümleri

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

23

Atıf (WoS)

94

H-İndeks (WoS)

5

Atıf (Scopus)

145

H-İndeks (Scopus)

7

Proje

4

Tez Danışmanlığı

4

Açık Erişim

17
BM Sürdürülebilir Kalkınma Amaçları