Umut Şener

E-mail

sumut@metu.edu.tr

Department

Graduate School of Informatics

ORCID

0000-0002-1881-1886

Scopus Author ID

57191337618

Web of Science Researcher ID

A-2455-2017

From data to impact: a multivocal review of success factors and criteria for data science projects Gökay, Gonca Tokdemir; Nazlıel, Kerem; Şener, Umut; GÖKALP AYDIN, EBRU; Eren, Pekin Erhan (2026-03-31) Background: Organizations increasingly invest in data science projects for their transformative impact potential, but high failure rates highlight the necessity of effective success management strategies to realize data's ...
Towards a Project Success Index for Defense Industry: A Systematic Literature Review Bank, Egemen; Şener, Umut; Pamukcu, Mehmet Teoman (2026-01-01) The defense projects have their unique set of limitations that include mission-vitality, high-security burdens, and complex stakeholder conditions. Conventional monitoring of cost-schedules of these major ventures thus bec...
BLOK ZİNCİR TEMELLİ TEDARİK ZİNCİRİ YÖNETİMİ VE LOJİSTİK SİSTEMLERİNİN OLGUNLUK DEĞERLENDİRMESİ: KAPSAMLI BİR SİSTEMATİK LİTERATÜR TARAMASI Şener, Umut; Çaldağ, Murat Tahir; Gökalp Aydin, Ebru (2025-07-01) Blok zincir teknolojisi, tedarik zinciri yönetimi ve lojistik (TZYL) alanında bilgi akışı, veri bütünlüğü, şeffaflık ve işletme güvenilirliği artırması ile köklü değişimler gerçekleştirmektedir. Sağladığı bu faydalar sebeb...
Assessing the Maturity of Blockchain-based Supply Chain Management and Logistics: Comprehensive Examination of the Current Situation Şener, Umut; Çaldag, Murat Tahir; GÖKALP AYDIN, EBRU (2025-01-01) Blockchain technology, a transformative force in digital transactions, has emerged as a significant enabler of secure, transparent, and traceable operations within supply chain management and logistics (SCML). Its immutabl...
İÇ DENETİMDE YAPAY ZEKÂ KULLANIMINI ETKİLEYEN FAKTÖRLER Şener, Umut (2024-12-01) Yapay Zekâ (YZ), gelişmiş denetim kalitesi, verimlilik ve risk yönetimi sunarak iç denetimi dönüştürmektedir. Potansiyeline rağmen, iç denetimde YZ kullanımı, 'kara kutu' algoritmalarına ilişkin endişeler de dâhil olmak üz...
BLOK ZİNCİR TEMELLİ TEDARİK ZİNCİRİ YÖNETİMİ VE LOJİSTİK SİSTEMLERİNİN OLGUNLUK DEĞERLENDİRMESİ: KAPSAMLI BİR SİSTEMATİK LİTERATÜR TARAMASI Şener, Umut; Çaldağ, Murat Tahir; Gökalp Aydin, Ebru (2024-10-26) Blok zinciri teknolojisi, tedarik zinciri yönetimi ve lojistik (TZYL) alanında bilgi akışı, veri bütünlüğü, şeffaflık ve işletme güvenilirliği artırması ile köklü değişimler gerçekleştirmektedir. Sağladığı bu faydalar se...
FACTORS INFLUENCING THE ADOPTION OF ARTIFICIAL INTELLIGENCE IN INTERNAL AUDITING Şener, Umut (2024-07-02) Digital transformation is driving many professions to intelligently adapt and maximize the benefits of recent technological advancements, such as Artificial Intelligence (AI). AI technologies offer numerous advantages to ...
CLOUD-QM: a quality model for benchmarking cloud-based enterprise information systems Şener, Umut; GÖKALP AYDIN, EBRU; Eren, Pekin Erhan (2024-01-01) Organizations are increasingly migrating from on-premise enterprise information systems (EIS) to cloud products due to cloud computing benefits, such as flexibility, elasticity, and on-demand service. However, identifying ...
Edge Computing Applications in Industrial IoT: A Literature Review Bayar, Alp; Şener, Umut; Kayabay, Kerem; Eren, Pekin Erhan (2023-01-01) The Industrial Internet of Things (IIoT) covers many computing devices and sensors constantly generating and exchanging data in a complicated network. Ongoing research tries to fit decentralized edge computing architecture...
What Drives Success in Data Science Projects: A Taxonomy of Antecedents Gökay, Gonca Tokdemir; Nazlıel, Kerem; Şener, Umut; GÖKALP AYDIN, EBRU; Gökalp, Mert Onuralp; Gençal, Nergiz; Dağdaş, Gizemnur; Eren, Pekin Erhan (2023-01-01) Organizations have been trying to reshape their business processes and transform them into a smart environment to attain sustainable competitive advantage in their markets. Data science enables organizations to define inte...

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