MEHMET NAFİZ AYDIN

Associate Professor MEHMET NAFİZ AYDIN

Head of the Department of Management Information Systems

A BLOK 1. KAT 227

+90 (212) 5336532 - 1429

mehmet.aydin@khas.edu.tr

CV

ORCID

Education

Doctorate

UNIVERSITY TWENTE
İşletme

Master's Degree

MARMARA ÜNİVERSİTESİ
Üretim Yönetimi ve Pazarlama

Bachelor's Degree

BOĞAZİÇİ ÜNİVERSİTESİ
Matematik

Research Areas

  • Bulut Bilişim
  • BT Dış Kaynak Kullanımı
  • Yönetişim
  • İş Süreçleri Mühendisliği
  • Bilişim Teknolojileri Yönetimi
  • Proje Yönetimi
  • Çevik Yöntemler
  • Yazılım Geliştirme Yöntem ve Teknikleri
  • Sosyal ve Bilgi Ağları
  • Ağ ve Veri Bilimi
  • Karmaşık Sistemler
  • Yönetim Bilişim Sistemleri
  • Sosyo-Teknik Yaklaşımları
  • Yöntem Mühendisliği

Work Experience

2013 / Continuing Doç. Dr.
Kadir Has Üniversitesi

2012 / 2013 Doç. Dr.
Işık Üniversitesi

2008 / 2012 Yrd. Doç. Dr.
Işık Üniversitesi

2007 / 2008 Kıdemli Araştırmacı
Ryerson University, Toronto, Canada

2006 / 2007 Yardımcı Doçent
University of Twente

2001 / 2006 Araştırmacı
Center for Telematics and Information Technologies, CTIT-The Netherlands

1996 / 1999 Araştırma Görevlisi
Boğaziçi Üniversitesi

1999 / 2001 Kıdemli Danışman
Accenture Yönetim ve Teknoloji Danışmanlık

Publications

  • Akdur, Gorkem; Aydin, Mehmet N.; Akdur, Gizdem (2024), "Understanding Virtual Onboarding Dynamics and Developer Turnover Intention in the Era of Pandemic", Journal of Systems and Software, Vol.216, DOI: 10.1016/j.jss.2024.112136
  • Kiyakoglu, Burhan Y.; Aydin, Mehmet N. (2024), "Unveiling the Significance of Individual Level Predictions: A Comparative Analysis of GRU and LSTM Models for Enhanced Digital Behavior Prediction", Applied Sciences (Switzerland), Vol.14, No.19, DOI: 10.3390/app14198858
  • Altinisik, Gunda Esra; Aydin, Mehmet Nafiz (2023), "Innovation mentor community of practice: a social network analysis perspective", International Journal of Innovation Science, DOI: 10.1108/IJIS-09-2022-0179
  • Pasin, Merih; Aydin, Mehmet N.; Ovaci, Ceyda (2023), "A European Perspective on Innovation Management a Semi-structured Model for the Corporate Innovation System (CIS)", European Perspectives on Innovation Management,
  • Altinisik, Gunda Esra; Aydin, Mehmet Nafiz; Perdahci, Ziya Nazim; Pasin, Merih (2023), "Network analysis of innovation mentor community of practice", Kybernetes, DOI: 10.1108/K-10-2022-1479
  • Aydin, Sahin; Nafiz Aydin, Mehmet (2022), "Design and implementation of a smart beehive and its monitoring system using microservices in the context of IoT and open data", Computers and Electronics in Agriculture, Vol.196, DOI: 10.1016/j.compag.2022.106897
  • Koca, Asli; Erdem, Zeki; Aydin, Mehmet N. (2022), "Forecasting the Short-Term Electricity In Steel Manufacturing For Purchase Accuracy on Day-Ahead Market", Proceedings - 7th International Conference on Computer Science and Engineering, UBMK 2022, 210-215 DOI: 10.1109/UBMK55850.2022.9919563
  • Sönmez, Ferdi; Perdahçı, Ziya Nazım; Aydın, Mehmet Nafiz (2022), "Big Data Analytics and Models", Research Anthology on Big Data Analytics, Architectures, and Applications,
  • Kafkas, Kenan; Perdahçı, Ziya Nazım; Aydın, Mehmet Nafiz (2021), "Discovering customer purchase patterns in product communities: An empirical study on co-purchase behavior in an online marketplace", Journal of Theoretical and Applied Electronic Commerce Research, Vol.16, No.7, 2965-2980 DOI: 10.3390/jtaer16070162
  • Odevci, B. B.; Emsen, E.; Aydin, M. N. (2021), "Machine learning algorithms for lamb survival", Computers and Electronics in Agriculture, Vol.182, DOI: 10.1016/j.compag.2021.105995
  • Karadayi, Yildiz; Aydin, Mehmet N.; Ög˘renci, A. Selçuk (2020), "A hybrid deep learning framework for unsupervised anomaly detection in multivariate spatio-temporal data", Applied Sciences (Switzerland), Vol.10, No.15, DOI: 10.3390/app10155191
  • Aydin, Sahin; Aydin, Mehmet N. (2020), "Ontology-based data acquisition model development for agricultural open data platforms and implementation of OWL2MVC tool", Computers and Electronics in Agriculture, Vol.175, DOI: 10.1016/j.compag.2020.105589
  • Aydin, Sahin; Aydin, Mehmet Nafiz (2020), "Semantic and syntactic interoperability for agricultural open-data platforms in the context of IoT using crop-specific trait ontologies", Applied Sciences (Switzerland), Vol.10, No.13, DOI: 10.3390/app10134460
  • Karadayi, Yildiz; Aydin, Mehmet N.; Öğrenci, Arif Selçuk (2020), "Unsupervised anomaly detection in multivariate spatio-temporal data using deep learning: Early detection of covid-19 outbreak in Italy", IEEE Access, Vol.8, 164155-164177 DOI: 10.1109/ACCESS.2020.3022366
  • Akdur, Gorkem; Aydin, Mehmet Nafiz; Akdur, Gizdem (2020), "Adoption of mobile health apps in dietetic practice: Case study of diyetkolik", JMIR mHealth and uHealth, Vol.8, No.10, DOI: 10.2196/16911
  • Aydin, Mehmet N.; Perdahci, Ziya N.; Safak, I.; van Hillegersberg, J. (Jos) (2020), "Metadata Action Network Model for Cloud Based Development Environment", Advances in Intelligent Systems and Computing, Vol.1161 AISC, 531-543 DOI: 10.1007/978-3-030-45697-9_52
  • Aydin, Şahin; Aydin, Mehmet Nafiz (2020), "A sustainable multi-layered open data processing model for agriculture: IoT based case study using semantic web for hazelnut fields", Advances in Science, Technology and Engineering Systems, Vol.5, No.2, 309-319 DOI: 10.25046/aj050241
  • Aydin, Mehmet N.; Perdahci, N. Ziya (2019), "Dynamic network analysis of online interactive platform", Information Systems Frontiers, Vol.21, No.2, 229-240 DOI: 10.1007/s10796-017-9740-8
  • Aydin, Mehmet N.; Dilan, Ebru (2019), "Issues regarding deployment of IPv6 and business model canvas for IPv6", Industry 4.0 from the MIS Perspective,
  • Aydin, Mehmet N.; Perdahci, Ziya N. (2019), "School-wide friendship metadata correlations", Computers and Education, Vol.129, 159-173 DOI: 10.1016/j.compedu.2018.11.001
  • Sönmez, Ferdi; Perdahçi, Ziya Nazim; Aydin, Mehmet Nafiz (2019), "Big data analytics and models", Handbook of Research on Big Data Clustering and Machine Learning,
  • Dilan, Ebru; Aydin, Mehmet N. (2019), "An Integrated Framework for Examining Innovation Alignment in Organizations", International Journal of Innovation and Technology Management, Vol.16, No.4, DOI: 10.1142/S0219877019500391
  • Aydin, Sahin; Unal, Ugur; Aydin, M. Nafiz (2018), "Open data in agriculture: Sustainable model development for hazelnut farms using semantics", 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018, DOI: 10.1109/CEIT.2018.8751875
  • Aydin, Mehmet N.; Kariniasukaite, Dzordana; Perdahci, N. Ziya (2018), "Validity issues of digital trace date for platform as a service: A network science perspective", Advances in Intelligent Systems and Computing, Vol.745, 654-664 DOI: 10.1007/978-3-319-77703-0_65
  • Cakmak, Gorkem; Aydin, Mehmet N. (2017), "A country-specific analysis on internet interconnection ecosystems", International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, Vol.2017-November, 232-237 DOI: 10.1109/ICUMT.2017.8255151
  • Aydin, Mehmet N.; Perdahci, N. Ziya (2016), "Analysis and implications of the giant component for an online interactive platform", Proceedings of the 28th International Business Information Management Association Conference - Vision 2020: Innovation Management, Development Sustainability, and Competitive Economic Growth, 2890-2904
  • Alasąn, Semiha N.; Sayin, Kamran E.; Aydin, Mehmet N. (2014), "Examination of Centrality in a Health Social Network", Studies in Health Technology and Informatics, Vol.205, 553-557 DOI: 10.3233/978-1-61499-432-9-553
  • Aydin, Mehmet N.; Perdahci, N. Ziya (2014), "Analysis of the Patients and Physicians Connection Network on an online Health Information Platform", Studies in Health Technology and Informatics, Vol.205, 443-447 DOI: 10.3233/978-1-61499-432-9-443
  • Uluhan, Eray; Aydin, Mehmet N. (2014), "Complex Adaptive Systems Theory in the Context of Business Process Management", Communications in Computer and Information Science, Vol.422 CCIS, 147-156 DOI: 10.1007/978-3-319-06191-7_10
  • Aydin, Mehmet N.; Ozdenizci, Busra (2013), "Design science perspective on NFC research: Review and research agenda", Informatica (Slovenia), Vol.37, No.2, 203-218
  • Ok, Kerem; Coskun, Vedat; Ozdenizci, Busra; Aydin, Mehmet N. (2013), "A role-based service level NFC ecosystem model", Wireless Personal Communications, Vol.68, No.3, 811-841 DOI: 10.1007/s11277-011-0484-3
  • Aydin, Mehmet N.; Bingöl, Erdem (2012), "IT multisourcing in a telecommunication company", Innovation Vision 2020: Sustainable growth, Entrepreneurship, and Economic Development - Proceedings of the 19th International Business Information Management Association Conference, Vol.2, 950-959
  • Aydin, Mehmet N.; Yalçinkaya, Tayfun (2011), "Primitives of service oriented information system development", Proceedings of the European, Mediterranean and Middle Eastern Conference on Information Systems - Informing Responsible Management: Sustainability in Emerging Economies, EMCIS 2011, 164-180
  • Ozdenizci, Busra; Ok, Kerem; Coskun, Vedat; Aydin, Mehmet N. (2011), "Development of an indoor navigation system using NFC technology", Proceedings - 4th International Conference on Information and Computing, ICIC 2011, 11-14 DOI: 10.1109/ICIC.2011.53
  • Van Hillegersberg, Jos; Ligtenberg, Gerwin; Aydin, Mehmet N. (2011), "Getting agile methods to work for Cordys global software product development", Lecture Notes in Business Information Processing, Vol.91 LNBIP, 133-152 DOI: 10.1007/978-3-642-24815-3_8
  • Ozdenizci, Busra; Aydin, Mehmet N.; Coskun, Vedat; Ok, Kerern (2010), "Design science in NFC research", 2010 International Conference for Internet Technology and Secured Transactions, ICITST 2010,
  • Ozdenizci, Busra; Coskun, Vedat; Aydin, Mehmet N.; Ok, Kerem (2010), "NFC loyal: A Beneficial model to promote loyalty on smart cards of mobile devices", 2010 International Conference for Internet Technology and Secured Transactions, ICITST 2010,
  • Ok, Kerem; Coskun, Vedat; Aydin, Mehmet N.; Ozdenizci, Busra (2010), "Current benefits and future directions of NFC services", ICEMT 2010 - 2010 International Conference on Education and Management Technology, Proceedings, 334-338 DOI: 10.1109/ICEMT.2010.5657642
  • Aydin, Mehmet N.; de Groot, Jeroen; van Hillegersberg, Jos (2010), "Action readiness and mindset for IT offshoring", Journal of Enterprise Information Management, Vol.23, No.3, 326-349 DOI: 10.1108/17410391011036094
  • Özdenizci, Büşra; Aydin, Mehmet; Coşkun, Vedat; Ok, Kerem (2010), "NFC research framework: A literature review and future research directions", Business Transformation through Innovation and Knowledge Management: An Academic Perspective - Proceedings of the 14th International Business Information Management Association Conference, IBIMA 2010, Vol.4, 2672-2686
  • Ok, Kerem; Coskun, Vedat; Aydin, Mehmet N. (2010), "Usability of mobile voting with NFC technology", Proceedings of the IASTED International Conference on Software Engineering, SE 2010, 151-158 DOI: 10.2316/p.2010.677-087
  • Aydin, Mehmet N.; De Groot, Jeroen; Van Hillegersberg, Jos (2009), "Readiness and mindset for IT offshoring: Insights from banking and insurance organizations", Proceedings of the European and Mediterranean Conference on Information Systems, EMCIS 2009,
  • Kiliç, Yasin Ozan; Aydin, Mehmet N. (2009), "Automatic XML schema matching", Proceedings of the European and Mediterranean Conference on Information Systems, EMCIS 2009,
  • Aydin, Mehmet N.; Bakker, Mark E. (2008), "Analyzing IT maintenance outsourcing decision from a knowledge management perspective", Information Systems Frontiers, Vol.10, No.3, 293-305 DOI: 10.1007/s10796-008-9084-5
  • Aydin, Mehmet N.; Harmsen, Frank; van Hillegersberg, Jos; Stegwee, Robert A. (2007), "Adaptation of an agile information system development method", Research Issues in Systems Analysis and Design, Databases and Software Development,
  • Amrit, Chintan; Haar, René Ter; Aydin, Mehmet N.; Hillegersberg, Jos Van (2007), "A process pattern language for cordinated software development", ICEIS 2007 - 9th International Conference on Enterprise Information Systems, Proceedings, Vol.HCI, 298-301
  • Aydin, Mehmet N. (2007), "Examining key notions for method daptation", IFIP International Federation for Information Processing, Vol.244, 49-63 DOI: 10.1007/978-0-387-73947-2_6
  • Aydin, Mehmet N.; Harmsen, Frank; Van Hillegersberg, Jos (2007), "Taxonomic dimensions for studying situational method development", IFIP International Federation for Information Processing, Vol.244, 146-160 DOI: 10.1007/978-0-387-73947-2_13
  • Blaauboer, Floris; Sikkel, Klaas; Aydin, Mehmet N. (2007), "Deciding to adopt requirements traceability in practice", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol.4495 LNCS, 294-308 DOI: 10.1007/978-3-540-72988-4_21
  • Ehrenhard, Michel L.; Aydin, Mehmet N.; Fairchild, Alea M. (2006), "From square to triangle: Realigning the alignment model", CEUR Workshop Proceedings, Vol.237, 227-229
  • Rukanova, Boriana; Aydin, Mehmet N.; Van Slooten, Kees; Stegwee, Robert A. (2005), "Towards a meta model for business process concepts", ICEIS 2005 - Proceedings of the 7th International Conference on Enterprise Information Systems, 373-377
  • Aydin, Mehmet N.; Harmsen, Frank; Van Slooten, Kees; Stegwee, Robert A. (2005), "On the adaptation of an agile information systems development method", Journal of Database Management, Vol.16, No.4, 24-40 DOI: 10.4018/jdm.2005100102
  • Aydin, Mehmet Nafiz; Harmsen, Frank; Van Slooten, Kees; Stegwee, Robert A. (2004), "An agile information systems development method in use", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.12, No.2, 127-138
  • Aydin, Mehmet N.; van Slooten, Kees; Harmsen, Frank; Stegwee, Robert A. (2004), "Appropriate Delivery of Advice and Guidance on Method Adaptation", 10th Americas Conference on Information Systems, AMCIS 2004, 1675-1681
  • Aydin, Mehmet N.; Harmsen, Frank (2002), "Making a method work for a project situation in the context of CMM", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol.2559, 158-171 DOI: 10.1007/3-540-36209-6_15

Projects

Project Name Role in the Project Project Type Fund Establishment Project Date
CyberMACS - Master of Applied Cybersecurity Araştırmacı Uluslararası Proje Erasmus/JM 01.10.2022
30.11.2028
Otomotiv Sektöründe Satış Sonrası Hizmetler İçin Makine Öğrenmesi Çözümlerinin Geliştirilmesi Araştırmacı Ulusal Proje TÜBİTAK BİDEB 15.07.2020
15.07.2028
Destinasyon Pazarlamasında Müzik Videolarının Rolü: YouTube Üzerindeki Kullanıcı Etkileşimlerinin Yapay Zekâ Destekli Teknolojiler ile Analizi Araştırmacı Ulusal Proje TÜBİTAK ARDEB 26.09.2024
26.03.2027
TOP4HoneyChain : Trustable and sustainable open platform for smart honey value chains Yürütücü Uluslararası Proje HORIZON Europe 15.09.2023
15.09.2025

Courses Offered

Course Name Course Code Period
AI Literacy and Applications MIS111 2024/25 Fall
Enterprise Information Systems MIS403 2024/25 Fall
Research Methods SGS501 2024/25 Fall