MEHMET NAFİZ AYDIN

Associate Professor MEHMET NAFİZ AYDIN

Head of the Department of Management Information Systems

A BLOK 1. KAT 227

+90 (212) 5336532 - 1439

[email protected]

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
Web and Social Media Analysis MIS326 2023/24 Spring
Information & Technology Management MIS418 2023/24 Spring
Directed Study MIS600 2023/24 Spring
Research Methods SGS501 2023/24 Fall
Enterprise Information Systems MIS403 2023/24 Fall
Foundation of Information Systems MIS201 2023/24 Fall
AI Literacy and Applications MIS111 2024/25 Fall
Enterprise Information Systems MIS403 2024/25 Fall
Research Methods SGS501 2024/25 Fall