Prof. Dr. Duygu Çelik Ertuğrul

Journal Papers

Journal Publications

SCI & SSCI & Arts and Humanities

  1. Ertuğrul, D. Ç., Bitirim, S., (2025). A systematic review on job recommender systems: Applications, techniques, open issues, and challenges, Journal of Big Data, Still Under Review.
  2. Ertuğrul, D. Ç., Akcan, N., Bitirim, Y., (2025). Revolutionizing Pediatric Obesity Intervention Strategies: From Traditional Growth Reference Tools to AI-Enabled Pediatric Obesity Clinical Decision Support Systems, Computer Methods and Programs in Biomedicine, Still Under Review.
  3. Ertuğrul, D. Ç., Bitirim, S.,  (2025). Semantic Interpretation in Job Recommendations: A Case of Ontology-Driven Resume Parsing, Acta Scientiarum Technolgy, Still Under Review.
  4. Ertuğrul, D. Ç., Toygar, Ö., KARATAŞ, H., (2025). Brain Tumor Detection on X-Ray and MRI Images Using Fusion of Hybrid Learning Methods, Acta Scientiarum Technolgy, Still Under Review.
  5. SCI-E, Ertuğrul, D. Ç., Akcan, N., Bitirim, Y., Koru, B., & Sevince, M. (2023). A knowledge-based decision support system for inferring supportive treatment recommendations for diabetes mellitus. Technology and Health Care, (Preprint), 1-24.
  6. SCI-E, Duygu ÇELIK ERTUĞRUL, Soona AHMED ABDULLAH. (2022). A Decision-Making Tool for Early Detection of Breast Cancer on Mammographic Images. Tehnički vjesnik, 29(5), 1528-1536, DOI: https://doi.org/10.17559/TV-20211221131838
  7. SCI-E, Çelik Ertuğrul, D., & Celik Ulusoy, D. (2022). A knowledge‐based self‐pre‐diagnosis system to predict Covid‐19 in smartphone users using personal data and observed symptoms. Expert systems, 39(3), e12716, DOI: 10.1111/exsy.12716,.
  8. SCI-E, Çelik Ertuğrul, D., Toygar, Ö., & Foroutan, N. (2021). A rule-based decision support system for aiding iron deficiency management. Health Informatics Journal, 27(4), 14604582211066054.
  9. SCI-E, Özgü Taçyıldız, and Duygu Çelik Ertuğrul. "A decision support system on the obesity management and consultation during childhood and adolescence using ontology and semantic rules." Journal of Biomedical Informatics (2020), Vol 110, p.103554.  2
  10. SCI-E, Bitirim, Y., & Ertugrul, D. C. (2020). An analysis of user behaviors on the search engine results pages based on the demographic characteristics. KSII Transactions on Internet and Information Systems (TIIS), 14(7), 2840-2861.
  11. SCI-E, Çelik Ertuğrul, Duygu, and Atilla Elçi. (2020). "A survey on semanticized and personalized health recommender systems.", Expert Systems, 37(4), e12519, https://onlinelibrary.wiley.com/doi/pdf/10.1111/exsy.12519
  12. SCI, Duygu Çelik Ertuğrul, Yıltan Bitirim, Basma Anber. (2020). Decision Support System for Diagnosing Diabetic Retinopathy from Color Fundus Images. Journal of Imaging Science and Technology, 64(2), 20502-1.
  13. SCI, Duygu Çelik Ertuğrul, Ali Hakan Ulusoy. "Development of a knowledge‐based medical expert system to infer supportive treatment suggestions for pediatric patients." ETRI Journal, 41(4), 515-527, ISSN: 1225-6463. 1
  14. SCI-E, Parali, U., Zontul, M., & Ertugrul, D. C. (2019). Information Retrieval Using the Reduced Row Echelon Form of a Term-Document Matrix. Journal of Internet Technology, 20(4), 1037-1046.
  15. SCI-E, Ulaş Çelenk, Duygu Çelik Ertuğrul, Metin Zontul, Osman Nuri Uçan, Self-Organizing Maps With Sliding Window (SOM+SW), Technical Gazzete - Tehnički vjesnik, DOI: 10.17559/TV-20151008153755, ISSN: 1330-3651, 24(6), 1729-1737, 2017.
  16. SCI-E, Duygu Çelik Ertuğrul, FoodWiki: A Mobile App Examines Side Effects of Food Additives via Semantic Web, Journal of Medical Systems, Springer Journals, DOI: 10.1007/s1091601503726, ISSN: 0148-5598 (Print) 1573-689X (Online), WOS:000366122300007, 40, 2, 01 – 15, FEB 2016.10
  17. SCI-E, Duygu Çelik, Towards a semantic-based information extraction system for matching resumes to job openings, Turkish Journal of Electrical Engineering & Computer Sciences, WOS:000368559000005, DOI: 10.3906/elk1304130, E-ISSN: 1303-6203. ISSN: 1300-0632, 24, 141 – 159, JAN 2016, TURKEY 1
  18. SCI, Duygu Çelik, Atilla Elçi, Semantic composition of business processes using Armstrong's Axioms, The Knowledge Engineering Review (KER) Cambridge Journals, ISSN: 0269-8889, eISSN: 1469-8005, WOS:000339566000009, 29, 2, 248 – 264, MAR 2014.
  19. SSCI, Duygu Çelik, Atilla Elçi, Necati İNAN, Akın Eray ELVERİCİ, Alev ELÇİ, Educational Activity Discovery System for Individuals with Pervasive Developmental Disorders through Web Ontology Language (OWL), Education and Science, ISSN:1300-1337, WOS:000332750100006, 39, 171, 52 – 73, JAN 2014.
  20. SCI, Duygu Çelik, Atilla Elçi, A broker-based semantic agent for discovering Semantic Web services through process similarity matching and equivalence considering quality of service, Science China Information Sciences, DOI: 10.1007/s1143201246971, ISSN: 1674733X, WOS:000314426900002, 56, 1, 01 – 24, 2013. 11
  21. SCI-E, Duygu Çelik, Atilla Elçi, Towards a semantic-based workflow model to composition of OWL-S based atomic processes through process similarity matching and inferencing techniques, Journal of Internet Technology, ISSN: 16079264, WOS:000287064400016, 12, 1, 153 – 170, JAN 2011, TAIWAN. 

International Journal Articles

  1. Duygu Çelik, FoodWiki: Ontology-driven Mobile Safety Food Consumption System, The Scientific World Journal, Hindawi Journals, ISSN: 1537-744X, Vol.2015, 01 – 22, 2015.
  2. Duygu Çelik, Atilla Elçi, Ontology-based QoS Model for Appropriate Selection and Composition of Web Services, International Review on Computers and Software (IRECOS), Praise Worthy Prize, ISSN:1828-6003, 3, 2, 176 – 184, 2008.
  3. Duygu Çelik, Atilla Elçi, Provision of Semantic Web Services through an Intelligent Semantic Web Service Finder, Multiagent and Grid Systems (MAGS), ISSN print: 1574-1702, Online: 1875-9076, 4, 3, 297-316, 2008.

National Journal Articles

  1. Nat. J., Bitirim, S., & Ertuğrul, D. Ç. (2024). Öneri Sistemlerinde Kullanılan Performans Metriklerinin Filtreleme Teknolojilerine Göre Değerlendirilmesi: İş Öneri Sistemleri Alanı Üzerine Bir Araştırma Çalışması. Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi, 27(3), 706-725.
  2. Nat. J., Bitirim, S., & Ertuğrul, D. Ç. (2024). İnsan Kaynaklarında Etkili İşe Alım Süreci İçin Türkçe Bir Ontoloji Geliştirilmesi. Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi, 27(2), 401-414.
  3. Nat. J., Duygu Çelik Ertuğrul, Demet Çelik Ulusoy, Ayçin Giritli. (2023). "Artificial Intelligence: A Promising Technology for Sectoral Development", "Artificial Intelligence and Robotics", MÜKAD Magazine, Issue: 8, 14.07.2023, https://online.fliphtml5.com/hpepq/eosp/#p=1
  4. Nat. J., Ertugrul, D. C., Zontul, M., Bitirim, Y., & Taymaz, G. TrackARTI, (2018). Mobile Health Tracking System for Pediatric Patients with Acute Respiratory Infection. Aksaray University Journal of Science and Engineering, 2(1), 73-94.
  5. Nat. J., Dinçer, S., Dincer, S., Yıldız, E. R., Yildiz, E. R., Bitirim, Y., Bitirim, Y., ... & Ertugrul, D. C. (2018). A Study on Smart Park System Mobile Applications Retrievable by The Users Over Google Play Store. Akıllı Sistemler ve Uygulamaları Dergisi, 1(1), 75-80.
  6. Nat. J., Duygu ÇELİK ERTUĞRUL, Pelin HÜRCAN ALPAY (2017). Developing Ontology-Based Mobile Fever Monitoring and Consultation System for Pediatric Patients. Polytechnic Journal, 20(3), 543-556. WOS:000447837400006
  7. Nat. J., ÇİFÇİ, M. A., & ERTUĞRUL, D. Ç. (2017). A Search Service for Food-based Mobile Applications through Hadoop and Mapreduce Technology. Cumhuriyet University Faculty of Arts and Sciences Journal of Science,38(1), 79-94.
  8. Nat. J., Duygu Çelik, Atilla Elçi, Intelligent Semantic Network Service Seeker, Journal of Turkish Informatics Computer Science and Engineering Foundation (TBV BBMD), ISSN: 1305-8991, 2, 1, 31-42, 2006, http://www.bmbb.info/dergi/index.php/dergi/article/view/20/16
  9. Nat. J., Duygu Çelik, Atilla Elçi, Semantics Based Workflow Model on the Combination of OWL-S Based Atomic Processes, Çankaya University Journal of Science and Engineering - CUSJE, ISSN: 1309- 6788, 8, 1, 75-98, 2011, Ankara, Turkey http://cujse.cankaya.edu.tr/archive/8_1/07_cujse_10025.pdf
Prof. Dr. Duygu Çelik Ertuğrul