Murat Pasa Uysal

Murat Pasa Uysal
Baskent University · Department of Management Information Systems

Professor Dr.
Software Engineering, Information Systems and Machine Learning Related Research Topics

About

73
Publications
27,144
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206
Citations
Citations since 2017
31 Research Items
173 Citations
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2017201820192020202120222023010203040
Introduction
Prof. Dr. Murat Pasa Uysal is a faculty member at the Department of Management Information Systems, Baskent University, Turkey. He holds a B.S degree in electrical & electronic engineering, a M.S degree in computer engineering, and a Ph.D. degree in educational technology. He completed his post-doctoral studies at Rochester Institute of Technology in New York, USA. His research interest is in the areas of information systems, software engineering, machine learning and project management.
Additional affiliations
September 2015 - June 2017
Ufuk Üniversitesi
Position
  • Assoc.Prof.Dr.
June 2014 - July 2015
Ufuk Üniversitesi
Position
  • Assoc.Prof.Dr.
November 1999 - September 2014
Kara Harp Okulu
Position
  • Head of Technology Management Department, Learning Research Center, Software Engineer, Assoc.Prof.Dr.

Publications

Publications (73)
Chapter
There is an overestimation of the benefits that may be provided by Machine Learning (ML) applications. Recent studies report the failures of ML projects, inadequate return on investment, or unsatisfactory project outcomes. Software engineering challenges, business and IT alignment, holistic management of business processes, data, applications, and...
Article
Recent studies on Machine Learning (ML) and its industrial applications report that ML-enabled systems may be at a high risk of failure or they can easily fall short of business objectives. Cutting-edge developments in this field have increased complexity and also brought new challenges for enterprise information integration. This situation can eve...
Conference Paper
Full-text available
One of the reasons for unsuccessful machine learning (ML) applications can be regarded as unsatisfactory requirements engineering (RE). processes. The data-driven and black box nature of ML is a great obstacle for RE, design, and development processes. RE approaches, such as Goal-Oriented RE or Value-Based RE, focus on the organizational context, a...
Conference Paper
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Machine learning (ML), has become very popular, and it has gained much attention in academia and industry. Besides successful stories, industrial applications and research studies also report plenty of failures, unsatisfactory results, and a great many ML projects failing to meet unrealistic and feasible expectations. One of the important factors i...
Conference Paper
Full-text available
Recent studies report that a considerable amount of Machine Learning (ML) projects fails, and they lead to an inadequate return on investment or unsatisfactory results. There is also an overestimation of the opportunities that may be presented by ML projects. The majority of ML studies focus on technical aspects rather than project management (PM)...
Conference Paper
Full-text available
Recent studies on Machine Learning (ML) and its industrial applications report that ML-enabled systems may be at a high risk of failure or they can easily fall short of business objectives. Cutting-edge developments in this field have increased complexity and also brought new challenges for enterprise information integration. This situation can eve...
Chapter
Full-text available
Successful implementations of machine learning (ML) and data science (DS) applications have enabled innovative business models and brought new opportunities for organizations. On the other hand, research studies report that organizations employing ML and DS solutions are at a high risk of failure and they can easily fall short of their objectives....
Conference Paper
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Problem: Current developments in hardware, software, and information technologies allow various types of machine learning (ML) systems, most of which have to be also integrated with complex environments. On the other hand, this situation has made the analysis, design, and development processes of ML applications even harder. Recent studies reveal i...
Conference Paper
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Problem: Domain engineering (DE) approaches can be divided into broadly two categories. The first DE approach adopts a “formal viewpoint”, views a domain as the universe of discourse, and uses mathematical methods for knowledge representation. The second DE approach, on the other hand, has an “application viewpoint”, and it regards a domain as a se...
Article
\Smart Manufacturing (SM) has substantial challenges, such as sharing data and integrating different systems or products into an intelligent, digital and interconnected manufacturing context. This situation naturally points to a contemporary paradigm, Intelligent Digital Mesh (IDM). Recent studies have presented the top ten state of the art technol...
Article
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Sağlık işletmelerinde son yıllarda teknolojiye dayalı, sürdürülebilir, kalite ve hasta odaklı hizmet talebindeki artış önemli boyutlara ulaşmıştır. Ticari işletmelerden farklı olarak anlık veya farklı zamanlarda yaşanabilecek problemler olumsuz ve hayati öneme sahip sonuçlar ortaya koyabilmektedir. Karmaşık yapı, işlev, süreç ve teknolojiye sahip b...
Preprint
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Essence Framework EF aims at addressing the core problems of software engineering SE and its practices
Conference Paper
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Günümüzde yazılım ömür devri kısalmış, güncel yazılım yöntem ve teknikleriyle geliştirilen sistemler eski yazılım sistemleri (legacy system) arasında yer almaya başlamıştır. Dolayısıyla, Yazılım Yeniden Yapılamanın (Software Re-engineering) (YYY) önemi artarak devam etmektedir. Bu bağlamda YYY projelerinde kullanılacak yazılım süreç modelleri iş ku...
Chapter
In this chapter, the indices and plans developed by the International Maritime Organization (IMO) such as Energy Efficiency Design Index (EEDI), Energy Efficiency Operational Index (EEOI) and Ship Energy Efficiency Management Plan (SEEMP) are dealt with in a structural unity. In this context, it is emphasized how the alignment and management of ind...
Article
Full-text available
Essence Framework (EF) is developed for addressing the core problems of Software Engineering (SE) domain. It provides a common ground for the definition and implementation of SE practices and methods. On the other hand, a software system with its own SE domain-specific views, processes and tools, can be regarded as an important part of an Enterpris...
Article
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Project Based Learning (PBL) is one of the recommended learning methods proposed as a solution to the problems of traditional instruction. While some of the studies provide guidelines for the design and implementation of PBL, the use of innovative educational technologies is also suggested. One of them is Mobile Applications (MA). The developments...
Conference Paper
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Abstract. It is thought that the comparison of studies designed and conducted in the research field of Software Engineering (SE) on a common basis in terms of various dimensions and variables may bring important contributions to the industry as much as to the scientific world. In this study, therefore, we develop an Essence Framework-based Research...
Conference Paper
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Abstract. Besides technical skills, non-technical skills also play an important role in software engineering. As a result, software engineering graduates have some non-technical skills while beginning to work, which is an important factor affecting their success. In this paper, first results of a systematic mapping study on the role of non-technica...
Article
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Energy Management (EM) has become crucial and much more complicated for airports with the introduction of various energy sources, technologies and different comfort requirements. Regarding the aviation industry as one of the major sources of global warming and air pollution, this situation becomes highly critical. However, the review of literature...
Article
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The literature review on Software Reengineering (SRE) shows that the processes, which are labor-intensive and requiring resource utilization, can be automated, and thus, resulting artifacts can be used later. Another issue on SRE is how to integrate changing processes, data management and technology with the current systems of organizations. Additi...
Conference Paper
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Yapılan araştırmalar, her yıl birçok yazılım projesinin öngörülen bütçe ve çalışma takvimini aştığını ya da başarısız olduğu için iptal edilerek kaynak isra-fına neden olduğunu göstermektedir. Bu probleme yönelik çalışma alanlarından birisi de yazılım mühendisliği eğitim alanıdır. Ancak, endüstrinin ihtiyaç duy-duğu istenilen bilgi ve becerilere sa...
Article
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Technical innovations and trends have been changing from time to time as a major driving force for Software Engineering (SE). Although it can be regarded as a relatively young discipline usually driven by industrial needs or practices, fundamental problems of SE still continue to exist. It is thought that the problem may be not only in adopting a d...
Conference Paper
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With the introd uction of various ene rgy sources, such as renewable and new technologi es, Energy Manage ment (EM) h as beco me crucia l an d much more complicated for airports. When regardi ng the aviation industry as one of the maj o r sources of global warming an d air pol lution, this situation becomes highly critical. However, the review of l...
Conference Paper
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Airports are re ga rde d as on e of the major sources of gl obal warming, noise and ai r pollution that are associated with environ me ntal proble ms an d sustainabilit y. In this context, they also include different type of information systems and services support ing compl ex airside and landside operation s, and Aviation Information Systems (AIS...
Article
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Software Engineering (SE) may be regarded as a relatively young discipline, which has been driven by technical innovations, trends and practices. Although a great many research studies explored solutions, fundamental problems in SE domain still exist. Most of the SE research efforts adopt the principles of quantitative, qualitative paradigms, or bo...
Article
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One of the important reasons for global warming and climate change is regarded as the improper management of fossil energy consumption. There may be various models or approaches to energy management (EM). However, strategic EM and its applications are still away from achieving their goals. In this regard, the main objectives of the present study ar...
Conference Paper
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Yazılım Yeniden Yapılama (software re-engineering) (YYY), yoğun kaynak ve zaman kullanımını gerektiren, gidiş-dönüşlü ve yinelemeli yazılım mühendisliği etkinliklerini içermektedir. Dolayısıyla, söz konusu süreçler otomatik hale getiri-lebilmeli, ortaya çıkan ürün, araç ve yöntemler yeniden yapılanmış yazılımla ilgili sonraki süreçlerde tekrar kull...
Article
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Various methods and tools have been proposed to overcome the learning obstacles for Object-Oriented Programming (OOP). However, it remains difficult especially for novice learners. The problem may be not only adopting an instructional method, but also an Integrated Development Environment (IDE). Learners employ IDEs as a means to solve programming...
Article
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The introductory computer programming (CP) course has been taught for three decades in the faculty. Besides pursuing CP technology, one major goal has been enhancing learners' problem-solving (PS) skills. However, the current situation has implied that this might not be the case. Therefore, a research was conducted to investigate the effects of a w...
Article
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Different methods, strategies, or tools have been proposed for teaching Object Oriented Programming (OOP). However, it is still difficult to introduce OOP to novice learners. The problem may be not only adopting a method or language, but also use of an appropriate integrated development environment (IDE). Therefore, the focus should be on the needs...
Conference Paper
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Different tools and methods have been proposed to enhance teaching computer programming (CP). One of them is the traditional teacher-directed instruction, which may be preferred by the majority of CP teachers or learners. However, learning CP remains difficult, especially for beginners. While Problem-Based Learning aims the self-direction and colla...
Conference Paper
Full-text available
Yapılan çalışmalar, yeni mezunların ve özellikle mühendislerin, lisans eğitimleri süresince öğrendikleri temel bilgi ve becerileri, iş hayatındaki problemlerin çözümüne aktarmada güçlük çektiklerini göstermektedir. Bunun başlıca nedenlerinden birisinin üniversitelerde uygulanan öğretmen merkezli geleneksel öğretim yöntemlerinin olduğu düşünülmekted...
Article
Full-text available
Teaching object-oriented programming (OOP) is a difficult task, especially to the beginners. First-time learners also find it difficult to understand. Although there is a considerable amount of study on the cognitive dimension, a few study points out its physiological meaning. Moreover, it has been suggested that neuroscientific studies and methods...
Article
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This research study was carried out to investigate how the instructional software (IS) designed in accordance with Instructional Transaction Theory (ITT) effects the academic achievements of students. Computer-Aided Instructional (CAI) system constituted the independent variable, while the academic achievement did the dependent variable. The sample...
Article
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Developments in computer and information technologies continue to give opportunities for designing advanced E-learning systems while entailing objective and technical evaluation methodologies. Design and development of E-learning systems require time-consuming and labor-intensive processes; therefore any decision about these systems and their analy...
Conference Paper
Full-text available
Legacy software systems can be regarded as the products with defects, which do not conform to quality standards. Their mission-critical functions make them valuable for organizations. Software reengineering (SR) has been used as a primary method for the improvement of these systems. However, the current SR models or solutions are thought to have di...
Article
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Our research explored the effects of objects-first and objects-late methods on achievements of object-oriented programming (OOP) learners during a graduate course. The course's scope was virtually identical for two groups, but the structure of the contents differed in sequence. The objects-first method emphasized the design and discussion of the ob...
Article
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Bu araştırma, Öğretim Etkinlikleri Kuramına (Instructional Transaction Theory) (ÖEK) göre tasarlanan öğretim yazılımını öğrencilerin akademik başarısına olan etkisini ortaya koymak amacıyla yapılmıştır. Bilgisayar destekli öğretim (BDÖ) yöntemi araştırma deseninin bağımsız değişkenini, akademik başarı ise bağımlı değişkeni oluşturmuştur. Çalışmaya...
Article
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Bu çalıĢmada, yurt dıĢında bir üniversitede yürütülecek olan araĢtırmanın genel çerçevesi özetlenmektedir. E-Öğrenme uygulamalarını içeren organizasyonlar, kurumsal bilgi sistemleri açısından gün geçtikçe karmaĢıklaĢmaktadır. Dolayısıyla etkin, verimli ve uzun ömürlü E-Öğrenme sistemlerinin tasarımında BT yönetim süreçleriyle uyumluluk zorunlu hale...
Article
Full-text available
E-öğrenme uygulamaları gittikçe yaygınlaşırken bu tür sistemlerinin kalitesi, etkili bir öğrenmenin gerçekleşmesini sağlayacak önemli faktörlerden birisi olarak kabul edilmektedir. Yapılan çalışmalar incelendiğinde, öğretim tasarımı, kullanılan teknoloji ve sağlanan yönetimsel işlevler açısından kaliteli E-öğrenme sistemlerini ortaya koyacak yeni y...
Conference Paper
Full-text available
E-öğrenme uygulamaları gittikçe yaygınlasırken bu tür sistemlerinin kalitesi, etkili bir öğrenmenin gerçeklesmesini sağlayacak önemli faktörlerden birisi olarak kabul edilmektedir. Yapılan arastırmalar incelendiğinde, öğretim tasarımı, kullanılan teknoloji ve sağlanan yönetimsel islevler açısından kaliteli Eöğrenme sistemlerini ortaya koyacak yeni...
Conference Paper
Full-text available
Bu çalısmada, yurt dısında bir üniversitede yürütülecek olan arastırmanın genel çerçevesi özetlenmektedir. E-Öğrenme uygulamalarını içeren organizasyonlar, kurumsal bilgi sistemleri açısından gün geçtikçe karmasıklasmaktadır. Dolayısıyla etkin, verimli ve uzun ömürlü E-Öğrenme sistemlerinin tasarımında BT yönetim süreçleriyle uyumluluk zorunlu hale...
Chapter
Full-text available
Dinamik iş dünyasındaki günümüz işletmeleri, rekabet avantajlarını sürdürebilmeleri için yeni yöneticilerin yetiştirilmesine önem vermelidirler. Bu durum ise yönetim, teknoloji ve öğretim disiplinleriyle ilgili süreçlerin bütünleşik biçimde ele alınmasını gerektirmektedir. Bu bölümde, yönetici eğitim yöntemlerinden birisi olan “Mentörlük” uygulamas...
Conference Paper
Full-text available
Bu çalı@manın amacı e-öOrenme sisteminde güvenlik tehditlerini en aza indirilmesi için gerekli güvenlik yapısı ve alınması gerekli güvenlik tedbirlerini ortaya konmasıdır. E-öOrenme sisteminin uygulandıOı ortamda ki tehditler, riskler ve güvenlik bo@luklarının birbirleriyle ili@kileri ve etkilerinin analizleri yapılmı@tır. Bunun neticesinde e-öOren...
Conference Paper
Full-text available
Developments in computer and information technologies continue to give opportunities for designing advanced instructional software while entailing objective and technical evaluation methodologies. With respect of this, one of the hard decisions that the educators have to make is selecting qualified instructional software. Functions of the coursewar...
Conference Paper
Full-text available
Son yıllarda e-öğrenmenin bir çesidi olan mobil öğrenme yaygınlasmaktadır. Mobil öğrenme mobil cihaz, kablosuz iletisim, yazılım ve akıllı kullanıcı ara yüzeyleri gibi teknolojileri içermektedir. Bu çalısmada hem telefon hem de cep bilgisayarı fonksiyonlarına sahip olan telefonlu cep bilgisayarları incelenmekte ve telefonlu cep bilgisayarlarına oda...
Conference Paper
Full-text available
E-Öğrenme, çesitli öğretim ihtiyaçlarına bağlı olarak öğretimin yer ve zamandan bağımsız olmasını sağlayarak elektronik ortamda eğitim ve öğretimin yaygınlasmasına imkân tanımaktadır. E-Öğrenmenin önemi, uzaktan eğitim uygulamaları, internet ve bilgi teknolojilerin yardımıyla daha etkin hale gelmesi ve gelismesi ile gittikçe artmaktadır. Ancak, etk...
Conference Paper
Full-text available
Bilimsel çalısmaların çoğunda Aristo Mantığı temel alınmaktadır. Buna göre olaylar, doğru ya da yanlıs, siyah ya da beyaz kavramlarında olduğu gibi iki seçenekli olarak incelenmektedir. Ancak, gerçek hayata yönelik olgular her zaman bu kadar yalın değildir. Günlük hayata iliskin olaylar, alınan kararlar insan zihninde karmasık süreçlerden geçirilme...
Article
Full-text available
Designing and developing Computer Aided Insructional (CAI) softwares requires timeconsuming and labor-intensive processes. One of the factors which determines the quality of these softwares is that they undergo appropriate design processes. The other factor is the their capabilities of response to the instructional needs during or after instruction...
Conference Paper
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Barış zamanında karmaşık ve güvensiz olan sayısal ortamın muharebe şartlarında farklı bir boyut kazanacağı düşünülmektedir. Harekat ortamında ortaya çıkabilecek askeri yazılım projeleriyle ilgili gereksinimlerin, uzun süreli tasarım, geliştirme, test ve dökümantasyon süreçlerini içeren yöntemlerle karşılanmaları mümkün görülmemektedir. Harekat ve s...
Conference Paper
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Günümüzün dinamik ve rekabetçi i) dünyasında i)letmelerin rekabet avantajlarını sürdürebilmeleri yeti)tirilmesine önem vermeleri gerekmektedir. Bu çalı)manın amacı, i)letmelerde yöneticilerin eSitim yöntemlerinden )ekilde uygulanamadıSı dü)ünülen Mentorluk uygulamaları kapsamında, E-MentorluSa Harmanlanmı) Mentorluk (HM) adı altında bir tasarım mod...
Conference Paper
Full-text available
The aim of this study is to propound to take countermeasures against security threats in e-learning system. The relationships and impacts among threats, risks and vulnerabilities in e-learning stystem were analized. At the and of this analysis, threats, assets and potential vulnerabilities of access points were determined. The e-learning process wa...
Conference Paper
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E-learning is one of the instructional methodologies for sharing knowledge. Key players in e-learning are learners, instructors, administrators, and support staff. E-learning programs are often developed singularly by divisions of continuing education, and the results can be non-focused, disjointed program offerings. A holistic view instead of an a...
Article
Full-text available
Emotions of the employees of especially the sectors like banking, tourism, and health care, in which the interaction with the customers is at utmost importance, are expected by the businesses to be properly managed. While the display of emotions by the employees according to the demands of the organization in respect to the payments made has positi...
Article
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Bu çalışmada, örgütsel değişimi ölçmek üzere bir ölçüm aracı geliştirilmeye çalışılmıştır. Bu amaçla, literatür incelenerek organizasyonlardaki değişim boyutları çıkarılmış ve frekansları bulunmuştur. Yüksek frekansa sahip değişim boyutları belirlenmiş ve bunların birbirlerine göre üstünlükleri Analitik Hiyerarşi Yöntemi ile incelenmiştir. Belirlen...
Article
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Bu çalışma, bilgi nesnesi tabanlı ve öğrenme stillerine uyarlanabilen alıştırma yazılımının öğrencilerin akademik başarısına olan etkisini ortaya koymak amacıyla yapılmıştır. Çalışmaya Bilgisayar Programlama Dersini alan 130 öğrenci katılmıştır. 63 öğrenci bilgi nesnesi tabanlı ve öğrenme stillerine uyarlanabilen alıştırma yazılımının kullanıldığı...
Thesis
Full-text available
Bu araştırma, Öğretim Etkinlikleri Kuramına (ÖEK) göre tasarlanan öğretim yazılımı ve öğrenme stillerine uyarlanabilen alıştırma yazılımının öğrencilerin akademik başarılarına olan etkisini ortaya koymak amacıyla yapılmıştır. Araştırma deseninin iki bağımsız ve bir bağımlı değişkeni vardır. Bilgisayar destekli öğretim yöntemi ve bilgisayar destekli...

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