Assoc. Prof. GÜNCE KEZİBAN ORMAN

Publication Network

Articles 19

1. Investment Universe Complex Network: A Framework for Optimizing Asset Selection in Dynamic Financial Markets

Asar M. A., ORMAN G. K.

Machine Learning , vol.115, no.8, 2026 (SCI-Expanded, Scopus)

2. Feature Extraction for Real Estate Images and Titles with LLMs

Arslan A., Yetki T. D., Yücel A., Turgut H., Bali Ö., ALPTEKİN G., et al.

Sakarya University Journal of Computer and Information Sciences , vol.9, no.3, pp.690-699, 2026 (Scopus, TRDizin)

3. Improving Hotel Review Rating Prediction with Transformer Models

Topçu A., Asar M. A., ORMAN G. K.

Sakarya University Journal of Computer and Information Sciences , vol.9, no.2 Special Issue, pp.451-464, 2026 (Scopus, TRDizin)

4. Building An Integrated Database For Turkish Startups: A Systematic And Novel Framework

Çelikel I. O., Bahar E., Orman G. K., Turhan S. N.

Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , vol.12, no.2, pp.398-420, 2025 (TRDizin)

5. Enhancing Hotel Recommendations through Feature- based Clustering

ARİFOĞULLARI Ö., Alptekin G. I., Orman G. K.

Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , vol.12, no.1, pp.233-241, 2025 (TRDizin)

6. Novel Approach for Detecting the Number of Columns of a Résumé

BALI Y., Orman G. K., Turhan S.

Gazi University Journal of Science Part A: Engineering and Innovation , vol.12, no.1, pp.127-153, 2025 (TRDizin)

7. The Short-Term Effect of TV Advertisements on Digital Traffic

ASAR M. A., Alptekin G. I., Orman G. K.

Erciyes İletişim Dergisi , vol.12, no.1, pp.53-66, 2025 (TRDizin)

8. Experimental evaluation of the effect of community structures on link prediction

ÖZER Ş. D. İ., ORMAN G. K.

Information Sciences , vol.689, 2025 (SCI-Expanded, Scopus)

9. A Comprehensive Framework for Measuring the Immediate Impact of TV Advertisements: TV-Impact

Arslan A., Tecimer K., Turgut H., Bali Ö., Yücel A., ALPTEKİN G., et al.

Entropy , vol.26, no.2, 2024 (SCI-Expanded, Scopus)

10. Dynamic network modelling with similarity based aggregation algorithm

Orman G. K.

COMPUTER SCIENCE AND INFORMATION SYSTEMS , vol.00, no.0, pp.12, 2022 (SCI-Expanded, Scopus)

11. Quantitative and Qualitative Analysis of Overlapping Community Detection Algorithms

Orman G. K.

IAENG International Journal of Computer Science , vol.48, no.4, pp.1, 2021 (Peer-Reviewed Journal)

12. Finding proper time intervals for dynamic network extraction

Orman G. K., Ture N., Balcisoy S., Boz H. A.

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT , vol.2021, no.3, 2021 (SCI-Expanded, Scopus)

13. Hyperoxia Alters Ultrastructure and Induces Apoptosis in Leukemia Cell Lines

De Bels D., Tillmans F., Corazza F., Bizzarri M., Germonpre P., Radermacher P., et al.

BIOMOLECULES , vol.10, no.2, 2020 (SCI-Expanded, Scopus)

14. Exploring the evolution of node neighborhoods in Dynamic Networks

Orman G. K., Labatut V., NASKALİ A. T.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS , vol.482, pp.375-391, 2017 (SCI-Expanded, Scopus)

15. Interpreting communities based on the evolution of a dynamic attributed network

Orman G. K., Labatut V., Plantevit M., Boulicaut J.

SOCIAL NETWORK ANALYSIS AND MINING , vol.5, no.1, 2015 (ESCI, Scopus)

16. ULTRASOUND ELASTOGRAPHIC EVALUATION IN THE DIAGNOSIS OF CARPAL TUNNEL SYNDROME: INITIAL FINDINGS

Orman G., Ozben S., HÜSEYİNOĞLU N., Duymus M., Orman K. G.

ULTRASOUND IN MEDICINE AND BIOLOGY , vol.39, no.7, pp.1184-1189, 2013 (SCI-Expanded, Scopus)

17. Towards realistic artificial benchmark for community detection algorithms evaluation

Orman G. K., Labatut V., Cherifi H.

International Journal of Web Based Communities , vol.9, no.3, pp.349-370, 2013 (Scopus)

18. Comparative evaluation of community detection algorithms: a topological approach

Orman G. K., Labatut V., Cherifi H.

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT , 2012 (SCI-Expanded, Scopus)

19. On Accuracy of Community Structure Discovery Algorithms

ORMAN G. K., Labatut V., Cherifi H.

Journal of Convergence Information Technology , vol.6, no.11, pp.283-292, 2011 (Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 37

1. Analyzing the Impact of Visual and Listing Features in Real Estate Listings

Bayrak S. N., ALPTEKİN G., ORMAN G. K., Arslan A.

Workshops of the International Conference on Computational Science and Its Applications, ICCSA 2025, İstanbul, Turkey, 30 June - 03 July 2025, vol.15886 LNCS, pp.274-285, (Full Text)

2. Exploring Recommendation Quality of Graph-Based Models

ASAR M. A., ORMAN G. K.

11th International Conference on Information Management, ICIM 2025, London, England, 28 - 30 March 2025, vol.2540 CCIS, pp.337-346, (Full Text)

3. Asset Subsets Identification via Investment Universe Complex Network

ASAR M. A., ORMAN G. K.

2024 Discovery Science Late Breaking Contributions, DS-LB 2024, Pisa, Italy, 14 - 16 October 2024, vol.3928, (Full Text)

4. Web-Based Data Enrichment Using Multi-Agent AI for Enhanced Company Clustering

Erdem Y., Uregil S., Turhan S., ORMAN G. K., Yilmaz D. Y.

6th International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2025, Varna, Bulgaria, 1 - 04 September 2025, pp.117-124, (Full Text)

5. Enhancing Recommendation Systems’ Performance with Network-Oriented Negative Sampling

ERDEM E. E., ORMAN G. K.

2024 Discovery Science Late Breaking Contributions, DS-LB 2024, Pisa, Italy, 14 - 16 October 2024, vol.3928, (Full Text)

6. Enhanced Item Recommendation via Graph Properties in Sparse Data

ÖZER Ş. D. İ., ORMAN G. K.

20th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2024, Corfu, Greece, 27 - 30 June 2024, vol.714, pp.111-124, (Full Text)

7. Exploring Graph-Based Techniques in Job Recommendation Systems

Özlü Ö. A., ORMAN G. K., TURHAN S. N.

12th IEEE International Conference on Intelligent Systems, IS 2024, Varna, Bulgaria, 29 - 31 August 2024, (Full Text)

8. On the usage of Benford's Law on coronavirus data statistics

atakan s., ORMAN G. K.

IEEE International Conference on Big Data, sorrento, Italy, 15 - 19 December 2023, (Full Text)

9. An Empirical Study of Covid-19 Effect on Health Care Workers' Career Development

acar k., ORMAN G. K., TURHAN S. N.

IEEE International Conference on Big Data, sorrento, Italy, 15 - 19 December 2023, (Full Text)

10. Job Seeker Recommendation for Employers: A Graph-Based Recommendation Approach Using Node Embedding

çallı f. g., ORMAN G. K.

27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023), Atina, Greece, 6 - 08 September 2023, (Full Text)

11. On the role of user segmentation in recommender systems’ performances

ERDEM E. E., ORMAN G. K.

27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023), Atina, Greece, 6 - 08 September 2023, (Full Text)

12. Predicting Links from Education Network of Employees

Kocaman C., ORMAN G. K.

2023 International MultiConference of Engineers and Computer Scientists, IMECS 2023, Hong Kong, hkg, 5 - 07 July 2023, vol.2245, pp.70-75, (Full Text)

13. On Experimental Study of Hotel Clustering

Arifoğulları Ö., ORMAN G. K.

2023 International MultiConference of Engineers and Computer Scientists, IMECS 2023, Hong Kong, hkg, 5 - 07 July 2023, vol.2245, pp.82-87, (Full Text)

14. Community Detection on Proximity Networks

ORMAN G. K., Akdoğan O.

International Conference on Advances in Engineering Technologies and Physical Science, 2021, London, England, 7 - 09 July 2021, vol.919, pp.33-47, (Full Text)

15. Extracting Relations Between Sectors

Kara A., DANİŞ F. S., ORMAN G. K., TURHAN S. N.

9th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT2022), Vancouver, Washington, United States Of America, 6 - 09 December 2022, pp.77-82, (Full Text)

16. A Recommendation System Study on UserProduct Data

Uyanık B., Orman G. K.

International Conference on Engineering Technologies (ICENTE’22), Konya, Turkey, 17 - 19 November 2022, pp.152-158, (Full Text)

17. Similarity-Based Résumé Matching via Triplet Loss with BERT Models

Özlü Ö. A., Orman G. K., Daniş F. S., Turhan S. N., Kara K. C., Yücel T. A.

IntelliSys 2022: Intelligent Systems and Applications, Amsterdam, Netherlands, 1 - 02 September 2022, vol.544, pp.520-532, (Full Text)

18. Job Recommendation Based on Extracted Skill Embeddings

Kara A., Daniş F. S., Orman G. K., Turhan S. N., Özlü Ö. A.

IntelliSys 2022: Intelligent Systems and Applications, Amsterdam, Netherlands, 1 - 02 September 2022, pp.497-507, (Full Text)

19. Salary Prediction via Sectoral Features in Turkey

Ozer Ş. D. İ., Ulke B., Daniş F. S., Orman G. K.

2022 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 8 - 12 August 2022, pp.1-6, (Full Text)

20. Determining Column Numbers in Résumés with Clustering

Keskin Ş. R., Balı Y., Orman G. K., Daniş F. S., Turhan S. N.

18th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2022, Hersonissos, Greece, 17 - 20 June 2022, vol.647 IFIP, pp.460-471, (Full Text)

21. A Link Prediction Framework for Hotel Recommendations

Sevim Y., ORMAN G. K., Kılıçlıoğlu O. M.

2022 World Congress on Engineering, WCE 2022, London, England, 6 - 08 July 2022, vol.2244, pp.64-69, (Full Text)

22. Investigation of Mechanical Properties of AISI 304 Quality Stainless Steel, Connected to Cold Deformation Rate, Phase Quantity and Heat Treatment Processes

Ay o., ekici h., GÜRAYDIN B., güler e., DANİŞ F. S., ORMAN K.

International Steel Rolling Symposium (ISRS 2021), Hatay, Turkey, 23 September 2021, (Full Text)

23. Aggregating time windows for dynamic network extraction

Colak S., ORMAN G. K.

2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, 25 - 27 August 2021, (Full Text)

24. Similarity Based Compression Ratio for Dynamic Network Modelling

Orman G. K., Colak S.

2021 IEEE 19th International Conference on Smart Technologies (EUROCON), Lviv, Ukraine, 6 - 08 July 2021, (Full Text)

25. Multiple Communities of Ego in Social Networks

Orman K.

The 2021 International Conference of Data Mining and Knowledge Engineering, London, United Kingdom, 7 - 09 July 2021, pp.128-133, (Full Text)

26. Detecting Genetic Disposition of Ethnicity to Autoimmune Diseases via Clustering

Senturk D., ORMAN G. K.

2021 IEEE International Conference on Big Data, Big Data 2021, Virtual, Online, United States Of America, 15 - 18 December 2021, pp.4761-4769, (Full Text)

27. A comparative study for accurate forecasting

ergen m. s., ORMAN K.

DTSS2018, DIGITAL TRANSFORMATION SMART SYSTEMS, Ankara, Turkey, 24 - 26 October 2018, (Full Text)

28. Overlapping Communities via k-Connected Ego Centered Groups

Orman G. K., Karadeli O., Calisir E.

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, 25 - 28 August 2015, pp.1598-1599, (Full Text)

29. Mobil İletişim Verisi Kullanarak Topluluk Bulma Konusuna Genel Bakış ve Yöntemler

ARINIK N., DURMAZ İNCEL Ö., ORMAN K.

17. Akademik Bilişim 2015 (AB2015), Turkey, 06 February 2015, (Full Text)

30. A Method for Characterizing Communities in Dynamic Attributed Complex Networks

Orman G. K., Labatut V., Plantevit M., Boulicaut J.

IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Beijing, China, 17 - 20 August 2014, pp.481-484, (Full Text)

31. Une méthode pour caractériser les communautés des réseaux dynamiques à attributs

ORMAN K., LABATUT V., PLANTEVIT M., BOULICAUT J. F.

14èmes Journées Francophones Extraction et Gestion des Connaissances (EGC), 31 January 2014, (Full Text)

32. Relation entre transitivité et structure de communauté dans les réseaux complexes

ORMAN K., LABATUT V., CHERIFI H.

2ème Journée thématique fouille de grands graphes (JFGG), 21 October 2011, (Full Text)

33. Qualitative Comparison of Community Detection Algorithms

Orman G. K., Labatut V., Cherifi H.

International Conference on Digital Information and Communication Technology and Its Applications, Dijon, France, 21 - 23 June 2011, vol.167, pp.265-267, (Full Text)