Mustafa Talat Birgönül

E-mail

birgonul@metu.edu.tr

Department

Department of Civil Engineering

ORCID

0000-0002-1638-2926

Scopus Author ID

7801530959

Web of Science Researcher ID

ABA-1501-2020

Automated construction contract analysis for risk and responsibility assessment using natural language processing and machine learning Dikmen, Irem; Eken, Görkem; Erol, Huseyin; Birgönül, Mustafa Talat (2025-04-01) Construction contracts contain critical risk-related information that requires in-depth examination, yet tight schedules for bidding limit the possibility of comprehensive review of extensive documents manually. This resea...
An activity-based lessons learned model to support scheduling decisions in construction Yılmaz, Anıl; Akcay, Emre Caner; Dikmen Toker, İrem; Birgönül, Mustafa Talat (2025-01-01) Purpose: The aim of this study is to develop an activity-based lessons-learned model that allows construction companies to capture, store, classify and reuse activity-related lessons learned (LL) from previous projects, th...
Communication of project risk assessment information through visuals Dikmen Toker, İrem; Karakocak, Elif; Birgönül, Mustafa Talat (2024-12-01) Risk assessment is aimed at providing necessary risk-related information to decision-makers for formulating risk mitigation strategies. Poor communication of its context and outputs may lead to misperceptions and wrong jud...
Development of a knowledge taxonomy and a tool to support business development decisions in construction companies BUDAYAN, CENK; Haghgooie, Amin; Birgönül, Mustafa Talat (2024-07-01) Business development (BD) is critical for construction firms to achieve competitive advantages in selected markets. This study aims to develop a knowledge-based tool that can be used to support BD tasks and decisions. The ...
Real options valuation of photovoltaic investments: A case from Turkey Or, Bartu; Bilgin, Gozde; Akcay, Emre Caner; Dikmen, Irem; Birgönül, Mustafa Talat (2024-03-01) Investments in renewable energy resources have become inevitable due to increasing energy demand and energy prices, diminishing non-renewable energy resources, and the outgrowth of carbon footprints. Photovoltaic (PV) syst...
Disputes Using Machine Learning Techniques Classifying Compensations in Construction Ayhan, Murat; Dikmen Toker, İrem; Birgönül, Mustafa Talat (2023-03-01) It is highly probable to encounter disputes in construction projects and construction disputes are detrimental as they may lead to cost overruns and delays. Knowing the compensation with some certainty can avoid parties fr...
A Decision Support System for Project Portfolio Management in Construction Companies Bilgin, Gozde; Dikmen Toker, İrem; Birgönül, Mustafa Talat; ÖZORHON ORAKÇAL, BELİZ (2022-11-01) Project portfolio management requires a systematic process that comprises assessment of portfolio risk and expected profitability, as well as strategic fit of individual projects with company objectives. After a needs anal...
Exploring pattern of complexity in mega construction projects Bilgin, Gizem; Erol, Hacı Hüseyin; Atasoy Özcan, Güzide; Dikmen Toker, İrem; Birgönül, Mustafa Talat (2022-11-01) Purpose Megaprojects are known as complex projects that involve high levels of uncertainty. This interpretive study explores and portrays perceived complexity in mega construction projects by lived experiences of project m...
Integrated Risk Assessment Process (IRAP) for Mega Construction Projects: A Demonstrative Case Study EROL, HACI HÜSEYİN; DİKMEN, İREM; Atasoy Özcan, Güzide; Birgönül, Mustafa Talat (2022-10-25)
A decision-support tool for risk and complexity assessment and visualization in construction projects Dikmen Toker, İrem; Atasoy Özcan, Güzide; EROL, HACI HÜSEYİN; Kaya, Hazal Deniz; Birgönül, Mustafa Talat (2022-10-01) © 2022 Elsevier B.V.Risk assessment in projects requires the integration of various information on project characteristics as well as external and internal sources of uncertainty and is based on assumptions about future an...

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