Personal information

ontology, semantic web, knowledge engineering, AI, machine learning, deep learning, NLP, CDSS
Türkiye

Biography

Duygu Çelik Ertuğrul is a full professor and serves as a faculty member in the Computer Engineering Department at Eastern Mediterranean University in the Turkish Republic of Northern Cyprus. She completed her undergraduate, master's, and doctoral studies in Computer Engineering at the same university between 1999 and 2010. Her academic expertise comprises Artificial Intelligence, Natural Language Processing (NLP), Semantic Web, Ontologies, Software Engineering Methods and Processes, Decision Support Systems, Recommendation Systems, Rule-Based Expert Systems, Text Processing, Data Mining, Image Processing, m/e-Health, and m/e-Education.
Dr. Çelik Ertuğrul has played significant roles in organizing annual international workshops and symposiums such as the "IEEE International Workshop on E-Health Systems and Web Technologies" (ESAS 2011-2024) and the "IEEE COMPSAC Symposium on Web Technologies and Data Analytics (WEDA)". Additionally, she has held positions as a director, academic advisor, and researcher in various R&D projects in Turkey and Northern Cyprus. These projects were supported by the Scientific and Technological Research Council of Turkey (TÜBİTAK) and funded by the Turkish government within the scope of University-Industry Collaboration (SANTEZ) projects. The projects were completed in collaboration with leading industrial organizations and universities in Turkey and the Turkish Republic of Northern Cyprus (TRNC).
In addition, Dr. Çelik Ertuğrul has managed the editing of three books published by IGI Global; titled as "The Future of Digital Technology and Artificial Intelligence in Social Sectors”, "Cutting-Edge Technologies for Business Sectors”, and "Multifaceted Uses of Cutting-Edge Technologies and Social Concerns". She has conducted numerous research studies focused on Semantic Web rule-based system solutions in areas such as decision support systems, recommendation systems, and expert systems across various sectors. Moreover, she has provided editorial services by organizing various special issue calls in reputable journals, such as “Artificial Intelligence Paradigms: Transformations, Challenges, and Future for e-Health Post COVID-19-2022,” “e-Health and Staying Smarter-2020,” and "E-Health Systems and Semantic Web-2015," published by the Expert Systems journal. She holds three patents related to artificial intelligence solutions in the health sector. Throughout her academic career, Dr. Çelik Ertuğrul has graduated dozens of master/PhD students and aims to inspire engineering students.

Note: duygucelik@msn.com, duygu.celik@emu.edu.tr, Department of Computer Engineering, Eastern Mediterranean University, Famagusta, North Cyprus, via Mersin-10, Türkiye

Activities

Employment (3)

Eastern Mediterranean University: Famagusta, TRNC, via Mersin-10, TR

2016-08-17 to present | Prof. Dr. (Computer Engineering/Software Engineering)
Employment
Source: Self-asserted source
Duygu Celik Ertugrul

Istanbul Aydin University: Istanbul, TR

2010-07-01 to 2016-08-01 | Asst.Prof.Dr (Software Engineering)
Employment
Source: Self-asserted source
Duygu Celik Ertugrul

Eastern Mediterranean University: Famagusta, TRNC, TR

2003-09-01 to 2010-07-01 | Research Asst (Computer Engineering)
Employment
Source: Self-asserted source
Duygu Celik Ertugrul

Education and qualifications (4)

Eastern Mediterranean University: Famagusta, TRNC, TR

2005-09-01 to 2010-07-01 | PhD (Computer Engineering)
Education
Source: Self-asserted source
Duygu Celik Ertugrul

Eastern Mediterranean University: Famagusta, TRNC, TR

2003-09-01 to 2005-07-01 | MS (Computer Engineering)
Education
Source: Self-asserted source
Duygu Celik Ertugrul

Eastern Mediterranean University: Famagusta, TRNC, TR

1999-09-01 to 2003-07-01 | BS (Computer Engineering)
Education
Source: Self-asserted source
Duygu Celik Ertugrul

Kocaeli Üniversitesi: Kocaeli, TR

1994-09-01 to 1998-07-01 | MYO (Sağlık Hizmetleri MYO)
Education
Source: Self-asserted source
Duygu Celik Ertugrul

Funding (2)

Personal Safety in Food Consumption via Smart Devices by reading QR codes

2013-07 to 2014-06 | Grant
The Scientific and Technological Research Council of Turkey (TUBITAK) (Ankara, TR)
GRANT_NUMBER: Project No: 2120357
Source: Self-asserted source
Duygu Celik Ertugrul

An Intelligent Tracking System: application to Acute Respiratory Tract Infection (TrackARTI)

Grant
The Scientific and Technological Research Council of Turkey (TÜBİTAK) (Ankara, Turkey, TR)
Source: Self-asserted source
Duygu Celik Ertugrul

Works (50 of 58)

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Charting New Frontiers

2024-10-11 | Book chapter
Contributors: Ayçin Giritli; Demet Çelik Ulusoy; Duygu Çelik Ertuğrul
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Crossref

EchoCareer

2024-10-11 | Book chapter
Contributors: Duygu Çelik Ertuğrul; Selin Bitirim
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Crossref

ÖNERİ SİSTEMLERİNDE KULLANILAN PERFORMANS METRİKLERİNİN FİLTRELEME TEKNOLOJİLERİNE GÖRE DEĞERLENDİRİLMESİ: İŞ ÖNERİ SİSTEMLERİ ALANI ÜZERİNE BİR ARAŞTIRMA ÇALIŞMASI

Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi
2024-09-03 | Journal article
Contributors: Selin Bitirim; Duygu Çelik Ertuğrul
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Crossref

İNSAN KAYNAKLARINDA ETKİLİ İŞE ALIM SÜRECİ İÇİN TÜRKÇE BİR ONTOLOJİ GELİŞTİRİLMESİ

Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi
2024-06-03 | Journal article
Contributors: Selin Bitirim; Duygu Çelik Ertuğrul
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Crossref

A knowledge-based decision support system for inferring supportive treatment recommendations for diabetes mellitus

Technology and Health Care
2023 | Journal article
Contributors: Ertugrul, Duygu Celik; Akcan, Nese; Bitirim, Yiltan; Koru, Begum; Sevince, Mahmut
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A Decision-Making Tool for Early Detection of Breast Cancer on Mammographic Images

Tehnicki Vjesnik - Technical Gazette
2022 | Journal article
Contributors: Celik Ertugrul, Duygu; Ahmed Abdullah, Soona
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Educational Activity Suggestion System of Children With Pervasive Developmental Disorder for Guiding Education and Training Staff Activities

Research Anthology on Inclusive Practices for Educators and Administrators in Special Education
2022 | Journal article
Contributors: Duygu Çelik Ertuğrul; Atilla Elçi
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grade
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A knowledge-based self-pre-diagnosis system to predict Covid-19 in smartphone users using personal data and observed symptoms

Expert Systems
2021 | Journal article
Contributors: Celik Ertugrul, Duygu; Celik Ulusoy, Demet
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grade
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A rule-based decision support system for aiding iron deficiency management

Health Informatics Journal
2021 | Journal article
Contributors: Celik Ertugrul, Duygu; Toygar, Onsen; Foroutan, Neda
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grade
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A decision support system on the obesity management and consultation during childhood and adolescence using ontology and semantic rules

Journal of Biomedical Informatics
2020 | Journal article
Contributors: Tacyildiz, Ozgu; Ertugrul, Duygu Celik
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grade
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A survey on semanticized and personalized health recommender systems

Expert Systems
2020 | Journal article
Contributors: Celik Ertugrul, Duygu; Elci, Atilla
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grade
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An analysis of user behaviors on the search engine results pages based on the demographic characteristics

KSII Transactions on Internet and Information Systems
2020 | Journal article
Contributors: Bitirim, Yiltan; Ertugrul, Duygu Celik
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An Evaluation of Reverse Image Search Performance of Google

International Conference on Computers, Software and Applications (COMPSAC)
2020 | Conference paper
Contributors: Bitirim, Yiltan; Bitirim, Selin; Ertugrul, Duygu Celik; Toygar, Onsen
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Decision Support System for Diagnosing Diabetic Retinopathy from Color Fundus Images

Journal of Imaging Science and Technology
2020 | Journal article
Contributors: Ertugrul, Duygu Celik; Bitirim, Yiltan; Anber, Basmah Yakoub
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Disease Classification for Smart Health

Expert Systems
2020 | Journal article
Contributors: Elci, Atilla; Celik Ertugrul, Duygu
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grade
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Ontology-Based Smart Medical Solutions

Expert Systems
2020 | Journal article
Contributors: Elci, Atilla; Celik Ertugrul, Duygu
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Development of a knowledge-based medical expert system to infer supportive treatment suggestions for pediatric patients

ETRI Journal
2019 | Journal article
Contributors: Ertugrul, Duygu Celik; Ulusoy, Ali Hakan
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Information Retrieval Using the Reduced Row Echelon Form of a Term-Document Matrix

Journal of Internet Technology
2019 | Journal article
Contributors: Parali, Ufuk; Zontul, Metin; Ertugrul, Duygu Celik
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A Study on Smart Park System Mobile Applications Retrievable by The Users Over Google Play Store

Journal of Intelligent Systems with Applications
2018 | Journal article
Contributors: Samet Dincer; Emre Rifat Yildiz; Yiltan Bitirim; Duygu Celik Ertugrul
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Dynamic Quota Calculation System (DQCS)

Handbook of Research on Power and Energy System Optimization
2018 | Journal article
Contributors: Ulaş Çelenk; Duygu Çelik Ertuğrul; Metin Zontul; Atilla Elçi; Osman Nuri Uçan
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Ontology-based Obesity Tracking System for Children and Adolescents

IEEE Annual Computers, Software, and Applications Conference (COMPSAC)
2018 | Conference paper
Contributors: Tacyildiz, Ozgu; Ertugrul, Duygu Celik; Bitirim, Yiltan; Akcan, Nese; Elci, Atilla
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TrackARTI: Akut Solunum Yolu Enfeksiyonu Geçiren Çocuk Hastalar için Mobil Sağlık Takip Sistemi

Aksaray University Journal of Science and Engineering
2018-06-30 | Journal article
Contributors: Duygu Celik Ertugrul; Metin Zontul; Yiltan Bitirim; Gokhan Taymaz
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Crossref

Educational Activity Suggestion System of Children With Pervasive Developmental Disorder for Guiding Education and Training Staff Activities

Handbook of Research on Contemporary Perspectives on Web-Based Systems
2018-05-04 | Book chapter
Part of ISBN: 9781522553847
Contributors: Duygu ?. Ertu?rul; Atilla Elçi
Source: check_circle
IGI Global

An Intelligent Tracking System: Application to Acute Respiratory Tract Infection (TrackARTI)

IEEE Annual Computers, Software, and Applications Conference (COMPSAC)
2017 | Conference paper
Contributors: Ertugrul, Duygu Celik; Elci, Atilla; Bitirim, Yiltan
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Developing Ontology-Based Mobile Fever Monitoring and Consultation System for Pediatric Patients

Journal of Polytechnic
2017 | Journal article
Contributors: Celik Ertugrul, Duygu; Hurcan Alpay, Pelin
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SELF-ORGANIZING MAPS WITH SLIDING WINDOW (SOM plus SW)

Tehnicki Vjesnik - Technical Gazette
2017 | Journal article
Contributors: Celenk, Ulas; Ertugrul, Duygu Celik; Zontul, Metin; Ucan, Osman Nuri
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A Search Service for Food Consumption Mobile Applications via Hadoop and MapReduce Technology

IEEE Annual Computers, Software, and Applications Conference (COMPSAC)
2016 | Conference paper
Contributors: Cifci, Mehmet Akif; Ertugrul, Duygu Celik; Elci, Atilla
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Fetal Heart Rate Monitoring System (FHRMS)

IEEE Annual Computers, Software, and Applications Conference (COMPSAC)
2016 | Conference paper
Contributors: Ertugrul, Duygu Celik; Kanmaz, Hakan; Yuksel, Mehmet Ugur; Elci, Attila; Ertugrul, Mehmet
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FoodWiki: a Mobile App Examines Side Effects of Food Additives Via Semantic Web

Journal of Medical Systems
2016 | Journal article
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Message from ESAS 2016 Workshop Organizers

Proceedings - International Computer Software and Applications Conference
2016 | Conference paper
EID:

2-s2.0-84987947842

Part of ISSN: 07303157
Contributors: Elci, A.; Celik Ertugrul, D.
Source: Self-asserted source
Duygu Celik Ertugrul via Scopus - Elsevier

Semantic Modelling for E-Learning Coordination

Handbook of Research on Driving Stem Learning with Educational Technologies
2016 | Journal article
Contributors: Elci, Atilla; Ertugrul, Duygu Celik; Elci, Alev
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Towards a semantic-based information extraction system for matching resumes to job openings

Turkish Journal of Electrical Engineering & Computer Sciences
2016 | Journal article
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grade
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FoodWiki: Ontology-Driven Mobile Safe Food Consumption System

The Scientific World Journal
2015 | Journal article
Contributors: Celik, Duygu
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Workshop Organizers

International Conference on Computers, Software and Applications (COMPSAC)
2015 | Conference paper
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A Safety Food Consumption Mobile System through Semantic Web Technology

International Conference on Computers, Software and Applications (COMPSAC)
2014 | Conference paper
Contributors: Celik, Duygu; Elci, Atilla; Akcicek, Ridvan; Gokce, Bora; Hurcan, Pelin
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Educational Activity Discovery System for Individuals with Pervasive Developmental Disorders through Web Ontology Language (OWL)

Egitim ve Bilim-Education and Science
2014 | Journal article
Contributors: Celik, Duygu; Elci, Atilla; Inan, Necati; Elverici, Eray; Elci, Alev
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Educational activity discovery system for individuals with pervasive developmental disorders through web ontology language (OWL),Web ontoloji dili (OWL) yoluyla gelisimsel bozuklugu olan bireylere yönelik egitsel etkinlik kesif sistemi

Egitim ve Bilim
2014 | Journal article
EID:

2-s2.0-84894824570

Part of ISSN: 13001337
Contributors: Çelik, D.; Elçi, A.; Inan, N.; Elverici, E.; Elçi, A.
Source: Self-asserted source
Duygu Celik Ertugrul via Scopus - Elsevier

Mobile Pediatric Consultation and Monitoring System through Semantic Web Technology

International Conference on Computers, Software and Applications (COMPSAC)
2014 | Conference paper
Contributors: Celik, Duygu; Elci, Atilla; Akcicek, Ridvan; Gokce, Bora; Hurcan, Pelin
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Semantic composition of business processes using Armstrong's Axioms

Knowledge Engineering Review
2014 | Journal article
Contributors: Celik, Duygu; Elci, Atilla
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grade
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A broker-based semantic agent for discovering Semantic Web services through process similarity matching and equivalence considering quality of service

Science China Information Sciences
2013 | Journal article
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An Ontology-Based Information Extraction Approach for Resumes

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Pervasive Computing and the Networked World

Lecture Notes in Computer Science
2013 | Journal article
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Towards an Information Extraction System based on Ontology to Match Resumes and Jobs

International Conference on Computers, Software and Applications (COMPSAC)
2013 | Conference paper
Contributors: Celik, Duygu; Karakas, Askin; Bal, Gulsen; Gultunca, Cem; Elci, Atilla; Buluz, Basak; Alevli, Murat Can
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Development of Semantic Model and Information Exploration System for TV Media

International Conference on Computers, Software and Applications (COMPSAC)
2012 | Conference paper
Contributors: Celik, D.; Elci, A.; Calik, E.; Khalil, A.A.
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Educational Activity Finder for Children with Pervasive Developmental Disorder through a Semantic Search System

IEEE Annual Computers, Software, and Applications Conference (COMPSAC)
2012 | Conference paper
Contributors: Celik, Duygu; Elverici, Eray; Elci, Atilla; Inan, Necati
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Finding Suitable Course Material through a Semantic Search Agent for Learning Management Systems of Distance Education

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Ontology-Based Matchmaking and Composition of Business Processes

Studies in Computational Intelligence
2011 | Journal article
Contributors: Celik, Duygu; Elci, Atilla
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Towards a Semantic Based Workflow Model for Composition of OWL-S Based Atomic Processes

Journal of Internet Technology
2011 | Journal article
Contributors: Celik, Duygu; Elci, Atilla
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Ontology-based QoS Queuing Model for Selection of Web Services Servers

International Conference on Computers, Software and Applications (COMPSAC)
2010 | Conference paper
Contributors: Celik, D.; Elci, A.
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Semantic Image Retrieval Model for Sharing Experiences in Social Networks

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Peer review (41 reviews for 18 publications/grants)

Review activity for BMC medical informatics and decision making (1)
Review activity for Computer methods in biomechanics and biomedical engineering. (2)
Review activity for Computers in biology and medicine. (1)
Review activity for Digital health. (1)
Review activity for Expert systems. (7)
Review activity for IEEE access : (9)
Review activity for IGI Global Book Chapter Peer Reviews (6)
Review activity for International journal on Semantic Web and information systems. (1)
Review activity for JMIR formative research. (1)
Review activity for JMIR. (1)
Review activity for Journal of information science (1)
Review activity for Multimedia tools and applications. (1)
Review activity for Multimedia tools and applications. (1)
Review activity for SAGE open medicine. (1)
Review activity for Scientific reports. (2)
Review activity for Signal, image and video processing. (2)
Review activity for Systems engineering : (2)
Review activity for Technology and health care. (1)