MEHMET NAFİZ AYDIN

Doç. Dr.
 MEHMET NAFİZ AYDIN

Yönetim Bilişim Sistemleri Bölüm Başkanı

A BLOK 1. KAT 227

+90 (212) 533 65 32 / 1429

mehmet.aydin@khas.edu.tr

CV

ORCID

Eğitim

Doktora

UNIVERSITY TWENTE
İşletme

Yüksek Lisans

MARMARA ÜNİVERSİTESİ
Üretim Yönetimi ve Pazarlama

Lisans

BOĞAZİÇİ ÜNİVERSİTESİ
Matematik

Araştırma Alanları

  • 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

İş Deneyimi

2013 / Devam Eden 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

Yayınlar

  • "Critical Digital Data Enabling Traceability for Smart Honey Value Chains",
    Ziemba, Ewa W.; Maruszewska, Ewa W.; Karmańska, Anna; Aydın, Mehmet N.; Şahin, Aydın; , Journal of Computer Information Systems, (2025) DOI: 10.1080/08874417.2025.2469092
  • "A Machine Learning Approach to Steel Sheet Production Surface Quality",
    Öztürk, Asena; Aydin, Mehmet Nafiz; , UBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering, (2024) 462-467 DOI: 10.1109/UBMK63289.2024.10773408
  • "Understanding Virtual Onboarding Dynamics and Developer Turnover Intention in the Era of Pandemic",
    Akdur, Gorkem; Aydin, Mehmet N.; Akdur, Gizdem; , Journal of Systems and Software, (2024) Vol.216, DOI: 10.1016/j.jss.2024.112136
  • "Unveiling the Significance of Individual Level Predictions: A Comparative Analysis of GRU and LSTM Models for Enhanced Digital Behavior Prediction",
    Kiyakoglu, Burhan Y.; Aydin, Mehmet N.; , Applied Sciences (Switzerland), (2024) Vol.14, No.19, DOI: 10.3390/app14198858
  • "Innovation mentor community of practice: a social network analysis perspective",
    Altinisik, Gunda Esra; Aydin, Mehmet Nafiz; , International Journal of Innovation Science, (2023) DOI: 10.1108/IJIS-09-2022-0179
  • "A European Perspective on Innovation Management a Semi-structured Model for the Corporate Innovation System (CIS)"
    , Pasin, Merih; Aydin, Mehmet N.; Ovaci, Ceyda; , European Perspectives on Innovation Management, (2023)
  • "Network analysis of innovation mentor community of practice",
    Altinisik, Gunda Esra; Aydin, Mehmet Nafiz; Perdahci, Ziya Nazim; Pasin, Merih; , Kybernetes, (2023) DOI: 10.1108/K-10-2022-1479
  • "Design and implementation of a smart beehive and its monitoring system using microservices in the context of IoT and open data",
    Aydin, Sahin; Nafiz Aydin, Mehmet; , Computers and Electronics in Agriculture, (2022) Vol.196, DOI: 10.1016/j.compag.2022.106897
  • "Forecasting the Short-Term Electricity In Steel Manufacturing For Purchase Accuracy on Day-Ahead Market",
    Koca, Asli; Erdem, Zeki; Aydin, Mehmet N.; , Proceedings - 7th International Conference on Computer Science and Engineering, UBMK 2022, (2022) 210-215 DOI: 10.1109/UBMK55850.2022.9919563
  • "Big Data Analytics and Models"
    , Sönmez, Ferdi; Perdahçı, Ziya Nazım; Aydın, Mehmet Nafiz; , Research Anthology on Big Data Analytics, Architectures, and Applications, (2022)
  • "Discovering customer purchase patterns in product communities: An empirical study on co-purchase behavior in an online marketplace",
    Kafkas, Kenan; Perdahçı, Ziya Nazım; Aydın, Mehmet Nafiz; , Journal of Theoretical and Applied Electronic Commerce Research, (2021) Vol.16, No.7, 2965-2980 DOI: 10.3390/jtaer16070162
  • "Machine learning algorithms for lamb survival",
    Odevci, B. B.; Emsen, E.; Aydin, M. N.; , Computers and Electronics in Agriculture, (2021) Vol.182, DOI: 10.1016/j.compag.2021.105995
  • "A hybrid deep learning framework for unsupervised anomaly detection in multivariate spatio-temporal data",
    Karadayi, Yildiz; Aydin, Mehmet N.; Ög˘renci, A. Selçuk; , Applied Sciences (Switzerland), (2020) Vol.10, No.15, DOI: 10.3390/app10155191
  • "Ontology-based data acquisition model development for agricultural open data platforms and implementation of OWL2MVC tool",
    Aydin, Sahin; Aydin, Mehmet N.; , Computers and Electronics in Agriculture, (2020) Vol.175, DOI: 10.1016/j.compag.2020.105589
  • "Semantic and syntactic interoperability for agricultural open-data platforms in the context of IoT using crop-specific trait ontologies",
    Aydin, Sahin; Aydin, Mehmet Nafiz; , Applied Sciences (Switzerland), (2020) Vol.10, No.13, DOI: 10.3390/app10134460
  • "Unsupervised anomaly detection in multivariate spatio-temporal data using deep learning: Early detection of covid-19 outbreak in Italy",
    Karadayi, Yildiz; Aydin, Mehmet N.; Öğrenci, Arif Selçuk; , IEEE Access, (2020) Vol.8, 164155-164177 DOI: 10.1109/ACCESS.2020.3022366
  • "Adoption of mobile health apps in dietetic practice: Case study of diyetkolik",
    Akdur, Gorkem; Aydin, Mehmet Nafiz; Akdur, Gizdem; , JMIR mHealth and uHealth, (2020) Vol.8, No.10, DOI: 10.2196/16911
  • "Metadata Action Network Model for Cloud Based Development Environment",
    Aydin, Mehmet N.; Perdahci, Ziya N.; Safak, I.; van Hillegersberg, J. (Jos); , Advances in Intelligent Systems and Computing, (2020) Vol.1161 AISC, 531-543 DOI: 10.1007/978-3-030-45697-9_52
  • "A sustainable multi-layered open data processing model for agriculture: IoT based case study using semantic web for hazelnut fields",
    Aydin, Şahin; Aydin, Mehmet Nafiz; , Advances in Science, Technology and Engineering Systems, (2020) Vol.5, No.2, 309-319 DOI: 10.25046/aj050241
  • "Dynamic network analysis of online interactive platform",
    Aydin, Mehmet N.; Perdahci, N. Ziya; , Information Systems Frontiers, (2019) Vol.21, No.2, 229-240 DOI: 10.1007/s10796-017-9740-8
  • "Issues regarding deployment of IPv6 and business model canvas for IPv6"
    , Aydin, Mehmet N.; Dilan, Ebru; , Industry 4.0 from the MIS Perspective, (2019)
  • "School-wide friendship metadata correlations",
    Aydin, Mehmet N.; Perdahci, Ziya N.; , Computers and Education, (2019) Vol.129, 159-173 DOI: 10.1016/j.compedu.2018.11.001
  • "Big data analytics and models"
    , Sönmez, Ferdi; Perdahçi, Ziya Nazim; Aydin, Mehmet Nafiz; , Handbook of Research on Big Data Clustering and Machine Learning, (2019)
  • "An Integrated Framework for Examining Innovation Alignment in Organizations",
    Dilan, Ebru; Aydin, Mehmet N.; , International Journal of Innovation and Technology Management, (2019) Vol.16, No.4, DOI: 10.1142/S0219877019500391
  • "Open data in agriculture: Sustainable model development for hazelnut farms using semantics",
    Aydin, Sahin; Unal, Ugur; Aydin, M. Nafiz; , 2018 6th International Conference on Control Engineering and Information Technology, CEIT 2018, (2018) DOI: 10.1109/CEIT.2018.8751875
  • "Validity issues of digital trace date for platform as a service: A network science perspective",
    Aydin, Mehmet N.; Kariniasukaite, Dzordana; Perdahci, N. Ziya; , Advances in Intelligent Systems and Computing, (2018) Vol.745, 654-664 DOI: 10.1007/978-3-319-77703-0_65
  • "A country-specific analysis on internet interconnection ecosystems",
    Cakmak, Gorkem; Aydin, Mehmet N.; , International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, (2017) Vol.2017-November, 232-237 DOI: 10.1109/ICUMT.2017.8255151
  • "Analysis and implications of the giant component for an online interactive platform",
    Aydin, Mehmet N.; Perdahci, N. Ziya; , Proceedings of the 28th International Business Information Management Association Conference - Vision 2020: Innovation Management, Development Sustainability, and Competitive Economic Growth, (2016) 2890-2904
  • "Cloud-Based Development Environments: PaaS"
    , Aydin, Mehmet N.; Perdahci, Nazim Ziya; Odevci, Bahadir; , Encyclopedia of Cloud Computing, (2016)
  • "Examination of Centrality in a Health Social Network",
    Alasąn, Semiha N.; Sayin, Kamran E.; Aydin, Mehmet N.; , Studies in Health Technology and Informatics, (2014) Vol.205, 553-557 DOI: 10.3233/978-1-61499-432-9-553
  • "Analysis of the Patients and Physicians Connection Network on an online Health Information Platform",
    Aydin, Mehmet N.; Perdahci, N. Ziya; , Studies in Health Technology and Informatics, (2014) Vol.205, 443-447 DOI: 10.3233/978-1-61499-432-9-443
  • "Complex Adaptive Systems Theory in the Context of Business Process Management",
    Uluhan, Eray; Aydin, Mehmet N.; , Communications in Computer and Information Science, (2014) Vol.422 CCIS, 147-156 DOI: 10.1007/978-3-319-06191-7_10
  • "Design science perspective on NFC research: Review and research agenda",
    Aydin, Mehmet N.; Ozdenizci, Busra; , Informatica (Slovenia), (2013) Vol.37, No.2, 203-218
  • "A role-based service level NFC ecosystem model",
    Ok, Kerem; Coskun, Vedat; Ozdenizci, Busra; Aydin, Mehmet N.; , Wireless Personal Communications, (2013) Vol.68, No.3, 811-841 DOI: 10.1007/s11277-011-0484-3
  • "IT multisourcing in a telecommunication company",
    Aydin, Mehmet N.; Bingöl, Erdem; , Innovation Vision 2020: Sustainable growth, Entrepreneurship, and Economic Development - Proceedings of the 19th International Business Information Management Association Conference, (2012) Vol.2, 950-959
  • "Primitives of service oriented information system development",
    Aydin, Mehmet N.; Yalçinkaya, Tayfun; , Proceedings of the European, Mediterranean and Middle Eastern Conference on Information Systems - Informing Responsible Management: Sustainability in Emerging Economies, EMCIS 2011, (2011) 164-180
  • "Development of an indoor navigation system using NFC technology",
    Ozdenizci, Busra; Ok, Kerem; Coskun, Vedat; Aydin, Mehmet N.; , Proceedings - 4th International Conference on Information and Computing, ICIC 2011, (2011) 11-14 DOI: 10.1109/ICIC.2011.53
  • "Getting agile methods to work for Cordys global software product development",
    Van Hillegersberg, Jos; Ligtenberg, Gerwin; Aydin, Mehmet N.; , Lecture Notes in Business Information Processing, (2011) Vol.91 LNBIP, 133-152 DOI: 10.1007/978-3-642-24815-3_8
  • "Design science in NFC research",
    Ozdenizci, Busra; Aydin, Mehmet N.; Coskun, Vedat; Ok, Kerern; , 2010 International Conference for Internet Technology and Secured Transactions, ICITST 2010, (2010)
  • "NFC loyal: A Beneficial model to promote loyalty on smart cards of mobile devices",
    Ozdenizci, Busra; Coskun, Vedat; Aydin, Mehmet N.; Ok, Kerem; , 2010 International Conference for Internet Technology and Secured Transactions, ICITST 2010, (2010)
  • "Current benefits and future directions of NFC services",
    Ok, Kerem; Coskun, Vedat; Aydin, Mehmet N.; Ozdenizci, Busra; , ICEMT 2010 - 2010 International Conference on Education and Management Technology, Proceedings, (2010) 334-338 DOI: 10.1109/ICEMT.2010.5657642
  • "Action readiness and mindset for IT offshoring",
    Aydin, Mehmet N.; de Groot, Jeroen; van Hillegersberg, Jos; , Journal of Enterprise Information Management, (2010) Vol.23, No.3, 326-349 DOI: 10.1108/17410391011036094
  • "NFC research framework: A literature review and future research directions",
    Özdenizci, Büşra; Aydin, Mehmet; Coşkun, Vedat; Ok, Kerem; , Business Transformation through Innovation and Knowledge Management: An Academic Perspective - Proceedings of the 14th International Business Information Management Association Conference, IBIMA 2010, (2010) Vol.4, 2672-2686
  • "Usability of mobile voting with NFC technology",
    Ok, Kerem; Coskun, Vedat; Aydin, Mehmet N.; , Proceedings of the IASTED International Conference on Software Engineering, SE 2010, (2010) 151-158 DOI: 10.2316/p.2010.677-087
  • "Readiness and mindset for IT offshoring: Insights from banking and insurance organizations",
    Aydin, Mehmet N.; De Groot, Jeroen; Van Hillegersberg, Jos; , Proceedings of the European and Mediterranean Conference on Information Systems, EMCIS 2009, (2009)
  • "Automatic XML schema matching",
    Kiliç, Yasin Ozan; Aydin, Mehmet N.; , Proceedings of the European and Mediterranean Conference on Information Systems, EMCIS 2009, (2009)
  • "Analyzing IT maintenance outsourcing decision from a knowledge management perspective",
    Aydin, Mehmet N.; Bakker, Mark E.; , Information Systems Frontiers, (2008) Vol.10, No.3, 293-305 DOI: 10.1007/s10796-008-9084-5
  • "Adaptation of an agile information system development method"
    , Aydin, Mehmet N.; Harmsen, Frank; van Hillegersberg, Jos; Stegwee, Robert A.; , Research Issues in Systems Analysis and Design, Databases and Software Development, (2007)
  • "A process pattern language for cordinated software development",
    Amrit, Chintan; Haar, René Ter; Aydin, Mehmet N.; Hillegersberg, Jos Van; , ICEIS 2007 - 9th International Conference on Enterprise Information Systems, Proceedings, (2007) Vol.HCI, 298-301
  • "Examining key notions for method daptation",
    Aydin, Mehmet N.; , IFIP International Federation for Information Processing, (2007) Vol.244, 49-63 DOI: 10.1007/978-0-387-73947-2_6
  • "Taxonomic dimensions for studying situational method development",
    Aydin, Mehmet N.; Harmsen, Frank; Van Hillegersberg, Jos; , IFIP International Federation for Information Processing, (2007) Vol.244, 146-160 DOI: 10.1007/978-0-387-73947-2_13
  • "Deciding to adopt requirements traceability in practice",
    Blaauboer, Floris; Sikkel, Klaas; Aydin, Mehmet N.; , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), (2007) Vol.4495 LNCS, 294-308 DOI: 10.1007/978-3-540-72988-4_21
  • "From square to triangle: Realigning the alignment model",
    Ehrenhard, Michel L.; Aydin, Mehmet N.; Fairchild, Alea M.; , CEUR Workshop Proceedings, (2006) Vol.237, 227-229
  • "Towards a meta model for business process concepts",
    Rukanova, Boriana; Aydin, Mehmet N.; Van Slooten, Kees; Stegwee, Robert A.; , ICEIS 2005 - Proceedings of the 7th International Conference on Enterprise Information Systems, (2005) 373-377
  • "On the adaptation of an agile information systems development method",
    Aydin, Mehmet N.; Harmsen, Frank; Van Slooten, Kees; Stegwee, Robert A.; , Journal of Database Management, (2005) Vol.16, No.4, 24-40 DOI: 10.4018/jdm.2005100102
  • "An agile information systems development method in use",
    Aydin, Mehmet Nafiz; Harmsen, Frank; Van Slooten, Kees; Stegwee, Robert A.; , Turkish Journal of Electrical Engineering and Computer Sciences, (2004) Vol.12, No.2, 127-138
  • "Appropriate Delivery of Advice and Guidance on Method Adaptation",
    Aydin, Mehmet N.; van Slooten, Kees; Harmsen, Frank; Stegwee, Robert A.; , 10th Americas Conference on Information Systems, AMCIS 2004, (2004) 1675-1681
  • "Making a method work for a project situation in the context of CMM",
    Aydin, Mehmet N.; Harmsen, Frank; , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), (2002) Vol.2559, 158-171 DOI: 10.1007/3-540-36209-6_15

Projeler

Proje Adı Görevi Proje Türü Fonlayan Kuruluş Başlangıç Tarihi Bitiş Tarihi
"TOP4HoneyChain : Trustable and sustainable open platform for smart honey value chains " Yürütücü Uluslararası Proje HORIZON Europe 15.09.2023
 15.09.2025

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