Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI 26

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

YALÇIN E., BİLGE A.
Journal of Supercomputing , vol.80, no.13, pp.19433-19461, 2024 (SCI-Expanded) Creative Commons License identifier

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

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

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

YALÇIN E., BİLGE A.
Concurrency and Computation: Practice and Experience , vol.35, no.9, 2023 (SCI-Expanded) identifier identifier

A survey of smart home energy conservation techniques

Fakhar M. Z., YALÇIN E., BİLGE A.
Expert Systems with Applications , vol.213, 2023 (SCI-Expanded) identifier

Robustness of privacy-preserving collaborative recommenders against popularity bias problem

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

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

YALÇIN E., BİLGE A.
Information Processing and Management , vol.59, no.6, 2022 (SCI-Expanded) identifier

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

YALÇIN E., BİLGE A.
Engineering Science and Technology, an International Journal , vol.33, 2022 (SCI-Expanded) Sustainable Development identifier

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

Fakhar M. Z., YALÇIN E., BİLGE A.
IEEE Access , vol.10, pp.52178-52195, 2022 (SCI-Expanded) Creative Commons License Sustainable Development identifier

Exploring playlist titles for cold-start music recommendation: an effectiveness analysis

Yurekli A., Bilge A., Kaleli C.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING , vol.12, no.11, pp.10125-10144, 2021 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Investigating and counteracting popularity bias in group recommendations

Yalçin E., Bilge A.
INFORMATION PROCESSING & MANAGEMENT , vol.58, no.5, 2021 (SCI-Expanded) Creative Commons License identifier identifier

Alleviating the cold-start playlist continuation in music recommendation using latent semantic indexing

Yurekli A., Kaleli C., Bilge A.
INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL , vol.10, no.3, pp.185-198, 2021 (SCI-Expanded) Creative Commons License identifier identifier

Novel automatic group identification approaches for group recommendation

Yalçin E., Bilge A.
EXPERT SYSTEMS WITH APPLICATIONS , vol.174, 2021 (SCI-Expanded) Creative Commons License identifier identifier

An entropy empowered hybridized aggregation technique for group recommender systems

Yalçin E., Ismailoğlu F., Bilge A.
EXPERT SYSTEMS WITH APPLICATIONS , vol.166, 2021 (SCI-Expanded) Creative Commons License identifier identifier

Binary multicriteria collaborative filtering

YALÇIN E., BİLGE A.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.28, no.6, pp.3419-3437, 2020 (SCI-Expanded) identifier identifier

A review on deep learning for recommender systems: challenges and remedies

Batmaz Z., Yurekli A., BİLGE A., Kaleli C.
ARTIFICIAL INTELLIGENCE REVIEW , vol.52, no.1, pp.1-37, 2019 (SCI-Expanded) Sustainable Development identifier identifier

Privacy-preserving multi-criteria collaborative filtering

Yargic A., BİLGE A.
INFORMATION PROCESSING & MANAGEMENT , vol.56, no.3, pp.994-1009, 2019 (SCI-Expanded) identifier identifier

Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems

Yilmazel B., BİLGE A., Kaleli C.
IEEE ACCESS , vol.7, pp.28863-28885, 2019 (SCI-Expanded) Creative Commons License identifier identifier

A Similarity-Inclusive Link Prediction Based Recommender System Approach

Kurt Z., ÖZKAN K., BİLGE A., Gerek O. N.
ELEKTRONIKA IR ELEKTROTECHNIKA , vol.25, no.6, pp.62-69, 2019 (SCI-Expanded) Creative Commons License identifier identifier

Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks

Turk A. M., BİLGE A.
EXPERT SYSTEMS WITH APPLICATIONS , vol.115, pp.386-402, 2019 (SCI-Expanded) Sustainable Development identifier identifier

Shilling attacks against recommender systems: a comprehensive survey

Gunes I., Kaleli C., BİLGE A., Polat H.
ARTIFICIAL INTELLIGENCE REVIEW , vol.42, no.4, pp.767-799, 2014 (SCI-Expanded) Sustainable Development identifier identifier

Robustness analysis of privacy-preserving model-based recommendation schemes

BİLGE A., Gunes I., Polat H.
EXPERT SYSTEMS WITH APPLICATIONS , vol.41, no.8, pp.3671-3681, 2014 (SCI-Expanded) identifier identifier

A SURVEY OF PRIVACY-PRESERVING COLLABORATIVE FILTERING SCHEMES

BİLGE A., Kaleli C., Yakut I., Gunes I., Polat H.
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , vol.23, no.8, pp.1085-1108, 2013 (SCI-Expanded) identifier identifier

A scalable privacy-preserving recommendation scheme via bisecting k-means clustering

BİLGE A., Polat H.
INFORMATION PROCESSING & MANAGEMENT , vol.49, no.4, pp.912-927, 2013 (SCI-Expanded) identifier identifier

A comparison of clustering-based privacy-preserving collaborative filtering schemes

BİLGE A., Polat H.
APPLIED SOFT COMPUTING , vol.13, no.5, pp.2478-2489, 2013 (SCI-Expanded) identifier identifier

Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms

Gunes I., BİLGE A., Polat H.
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS , vol.7, no.5, pp.1272-1290, 2013 (SCI-Expanded) identifier identifier

An improved privacy-preserving DWT-based collaborative filtering scheme

BİLGE A., Polat H.
EXPERT SYSTEMS WITH APPLICATIONS , vol.39, no.3, pp.3841-3854, 2012 (SCI-Expanded) identifier identifier
Articles Published in Other Journals 5

A Graph-Based Recommendation Algorithm on Quaternion Algebra

Kurt Z., Gerek Ö. N., BİLGE A., ÖZKAN K.
SN Computer Science , vol.3, no.4, 2022 (Scopus) identifier

A PERSONALITY-BASED AGGREGATION TECHNIQUE FOR GROUP RECOMMENDATION

YALÇIN E., BİLGE A.
Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering , vol.21, no.4, pp.486-498, 2020 (Peer-Reviewed Journal) Creative Commons License

Improving accuracy of multi-criteria collaborative filtering by normalizing user ratings

BİLGE A., YARGIÇ A.
ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A - Applied Sciences and Engineering , vol.18, no.1, pp.225, 2017 (Peer-Reviewed Journal) Creative Commons License

Maskelenmiş veriler için kümeleme-tabanlı şilin atak tespit yöntemi

BİLGE A., BATMAZ Z., POLAT H.
FIRAT ÜNİVERSİTESİ MÜHENDİSLİK BİLİMLERİ DERGİSİ , vol.28, no.2, pp.207-216, 2016 (Peer-Reviewed Journal)

Shilling attacks against privacy-preserving collaborative filtering

GÜNEŞ İ., BİLGE A., KALELİ C., POLAT H.
JOURNAL OF ADVANCED MANAGEMENT SCIENCE , vol.1, no.1, pp.54-60, 2013 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 22

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

Tacli Y., Yalçin E., Bilge A.
6th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2022, Ankara, Turkey, 20 - 22 October 2022, pp.555-560, (Full Text) Creative Commons License identifier

Similarity-inclusive Link Prediction with Quaternions

KURT Z., GEREK Ö. N., BİLGE A., ÖZKAN K.
23rd International Conference on Enterprise Information Systems, Portugal, 26 April 2021, pp.842-854, (Full Text) identifier

An empirical evaluation of aggregation techniques used in group recommender systems

YALÇIN E., BİLGE A., YÜKSEK A. G.
International Conference on Advanced Technologies, SARAYBOSNA, Bosnia And Herzegovina, 26 - 30 August 2019, pp.186-191, (Full Text)

Genetic Algorithm-Based Privacy Preserving Collaborative Filtering

Birgin M. K., Bilge A.
Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.89-93, (Full Text) identifier identifier

On Similarity Measures for a Graph-Based Recommender System

Kurt Z., BİLGE A., ÖZKAN K., Gerek O. N.
25th International Conference on Information and Software Technologies (ICIST), Vilniaus, Lithuania, 10 - 12 October 2019, vol.1078, pp.136-147, (Full Text) identifier identifier

Kullanıcı ve ürün tabanlı çoklu-ölçütlü ortak filtreleme

YARGIÇ A., BİLGE A.
International Congress on Engineering and Architecture, 14 - 16 November 2018, (Summary Text)

Karşılıklı bilgi miktarı ile ağırlıklandırılmış çoklu-ölçütlü ortak filtreleme

YARGIÇ A., BİLGE A.
International Congress on Engineering and Architecture, 14 - 16 November 2018, (Summary Text)

A Robust Multi-Criteria Collaborative Filtering Algorithm

Turk A. M., Bilge A.
IEEE (SMC) International Conference on Innovations in Intelligent Systems and Applications (INISTA), Thessaloniki, Greece, 3 - 05 July 2018 Sustainable Development identifier identifier

Veri Merkezleri Üzerine Bir İnceleme

GÜNAL S., KALELİ C., BİLGE A., HOŞCAN Y.
34. Ulusal Bilişim Kurultayı, Ankara, Turkey, 20 - 21 December 2017, (Full Text)

Privacy Risks for Multi-Criteria Collaborative Filtering Systems

Yargic A., Bilge A.
26th International Conference on Computer Communication and Networks (ICCCN), Vancouver, Canada, 31 July - 03 August 2017, (Full Text) identifier identifier

Bilgisayar mühendisliği eğitiminde teknoloji eğilimlerinin takip edilmesi

TÜRK A. M., BİLGE A.
I. INTERNATIONAL WORKSHOP ON CONSTRUCTION AND ELECTRICITY APPLICATIONS ON VOCATIONAL EDUCATION, Eskişehir, Turkey, 30 November - 01 December 2015, pp.497-506, (Full Text)

Robustness of bisecting k-means clustering-based collaborative filtering algorithm

BİLGE A., POLAT H.
The Fifth International Conference on Advances in Information Mining and Management, BRÜKSEL, Belgium, 21 - 26 June 2015, pp.7-13, (Full Text)

A novel shilling attack detection method

BİLGE A., Ozdemir Z., Polat H.
2nd International Conference on Information Technology and Quantitative Management (ITQM), Moscow, Russia, 3 - 05 June 2014, vol.31, pp.165-174, (Full Text) Sustainable Development identifier identifier

A Multi-Criteria Item-based Collaborative Filtering Framework

BİLGE A., Kaleli C.
11th International Joint Conference on Computer Science and Software Engineering (JCSSE), Pattaya, Thailand, 14 - 16 May 2014, pp.18-22, (Full Text) identifier identifier

A robust privacy-preserving recommendation algorithm

BİLGE A., GÜNEŞ İ., POLAT H.
The Second Asian Conference on Information Systems, Phuket, Thailand, 31 October - 02 November 2013, (Full Text)

An enhanced collaborative filtering scheme via recursive clustering

BİLGE A., SERHAN G., POLAT H.
Workshop on Knowledge Discovery, Data Mining and Machine Learning, Dortmund, Germany, 12 - 14 September 2012, (Full Text)

On applications of privacy preserving collaborative filtering schemes

BİLGE A., KALELİ C., YAKUT İ., POLAT H.
The Fifth International Conference on Information Security and Cryptology, Ankara, Turkey, 17 - 18 May 2012, pp.93-99, (Full Text)

An Improved Profile-based CF Scheme with Privacy

BİLGE A., Polat H.
5th Annual IEEE International Conference on Semantic Computing (ICSC), California, United States Of America, 18 - 22 September 2011, pp.133-140, (Full Text) identifier identifier

Improving privacy-preserving NBC-based recommendations by preprocessing

Bilge A., POLAT H.
2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010, Toronto, Canada, 31 August - 03 September 2010, vol.1, pp.143-147 identifier

ON BINARY SIMILARITY MEASURES FOR PRIVACY-PRESERVING TOP-N RECOMMENDATIONS

Bilge A., Kaleli C., Polat H.
5th International Conference on Software and Data Technologies (ICSOFT 2010), Athens, Greece, 22 - 24 July 2010, pp.299-304 identifier identifier

Bilgisayar ağları eğitiminde proje tabanlı çalışmanın etkileri: Bir protokol yığını uygulaması

BİLGE A., AKINLAR C.
IV. ELEKTRİK ELEKTRONİK BİLGİSAYAR BİYOMEDİKAL MÜHENDİSLİKLERİ EĞİTİMİ SEMPOZYUMU, Eskişehir, Turkey, 22 - 24 October 2009, (Full Text)

The estimation of daily temperature by artificial and fuzzy neural network methods

Bilge A.
2007 International Conference on Artificial Intelligence, ICAI 2007, Las Vegas, NV, United States Of America, 25 - 28 June 2007, vol.1, pp.217-220 identifier
Books 1

Computer Communication

BİLGE A.
in: INFORMATION TECHNOLOGIES, Aybar Aydın, Editor, Anadolu Üniversitesi, Eskişehir, pp.39-62, 2017
Metrics

Publication

54

Citation (WoS)

902

H-Index (WoS)

16

Citation (Scopus)

1220

H-Index (Scopus)

17

Citation (Scholar)

1994

H-Index (Scholar)

20

Citation (Sobiad)

772

H-Index (Sobiad)

3

Project

8

Thesis Advisory

8

Open Access

7
UN Sustainable Development Goals