Industrial Engineering in the Big Data Era: Selected Papers from the Global Joint Conference on Industrial Engineering and Its Application Areas, GJCIE 2018, June 21–22, 2018, Nevsehir, Turkey

500 Pages·2019·10.75 MB·English

by  Fethi Calisir

Lecture Notes in Management and Industrial Engineering
Fethi Calisir
Emre Cevikcan
Hatice Camgoz Akdag Editors
Industrial
Engineering in
the Big Data Era
Selected Papers from the Global Joint
Conference on Industrial Engineering
and Its Application Areas, GJCIE 2018,
June 21–22, 2018, Nevsehir, Turkey
Lecture Notes in Management and Industrial
Engineering
Series editor
Adolfo López-Paredes, INSISOC, University of Valladolid, Valladolid, Spain
This book series provides a means for the dissemination of current theoretical and
appliedresearchintheareasofIndustrialEngineering&EngineeringManagement.
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(cid:129) Strategy and Enterpreneurship;
(cid:129) Operations Research, Modelling and Simulation;
(cid:129) Logistics, Production and Information Systems;
(cid:129) Quality Management;
(cid:129) Product Management;
(cid:129) Sustainability and Ecoefficiency;
(cid:129) Industrial Marketing and Consumer Behavior;
(cid:129) Knowledge and Project Management;
(cid:129) Risk Management;
(cid:129) Service Systems;
(cid:129) Healthcare Management;
(cid:129) Human Factors and Ergonomics;
(cid:129) Emergencies and Disaster Management;
(cid:129) Education
More information about this series at http://www.springer.com/series/11786
Fethi Calisir Emre Cevikcan
(cid:129)
Hatice Camgoz Akdag
Editors
Industrial Engineering
in the Big Data Era
Selected Papers from the Global Joint
Conference on Industrial Engineering
and Its Application Areas, GJCIE 2018,
–
June 21 22, 2018, Nevsehir, Turkey
123
Editors
Fethi Calisir Hatice CamgozAkdag
Department ofIndustrial Engineering Department ofManagement Engineering
Istanbul TechnicalUniversity Istanbul TechnicalUniversity
Macka, Istanbul,Turkey Macka, Istanbul,Turkey
EmreCevikcan
Department ofIndustrial Engineering
Istanbul TechnicalUniversity
Macka, Istanbul,Turkey
ISSN 2198-0772 ISSN 2198-0780 (electronic)
Lecture Notesin ManagementandIndustrial Engineering
ISBN978-3-030-03316-3 ISBN978-3-030-03317-0 (eBook)
https://doi.org/10.1007/978-3-030-03317-0
LibraryofCongressControlNumber:2018960458
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Preface
Thisbookcompilesextendedversionsofaselectionofthebestpaperspresentedat
the Global Joint Conference on Industrial Engineering and Its Application Areas
(GJCIE)2018heldinÜrgüp,Nevsehir,Turkey.Theyrepresentagoodsampleofthe
currentstateoftheartinthefieldofindustrialengineeringanditsapplicationareas.
The papers presented in this book address methods, techniques, studies, and
applications of industrial engineering with the theme of “Industrial Engineering in
the Big Data Era.” Big data refers to the ever-growing volume of structured and
unstructured data, increasing speed in the generation of that data, and increased
diversity of types of data. Big data is also a developing topic and has attracted the
attention of many researchers and practitioners in industrial engineering. Big data
may play an enabling and vital role in the design of products and systems by
makingthem moreproductive, better connected,moreintelligentandautonomous,
andextensivelyaccessible.Butbigdataresearchisstillinitsearlystages.Itsfocus
is rather uncertain, and related studies are not well integrated. This book will shed
newlightontheroleofindustrialengineeringinthisendeavor.Contributionshave
been arranged in three parts:
(cid:129) Industrial Engineering
(cid:129) Engineering and Technology Management
(cid:129) Healthcare Systems Engineering and Management
We would like to express our gratitude to all the contributors, reviewers, and
international scientific committee members who have aided in the publication of
this book. We would also like to express our gratitude to Springer for their full
support during the publishing process. Last but not least, we gratefully acknowl-
edgethesponsors(Turkcell,Aselsan,ElginkanFoundation,VakıfBank,AkÇelik,
and Entertech) of GJCIE 2018.
Ürgüp, Nevsehir, Turkey Fethi Calisir
June 2017 Emre Cevikcan
Hatice Camgoz Akdag
Conference Chairs
v
Contents
Part I Industrial Engineering
An Expert System Methodology for Planning IT Projects
with Hesitant Fuzzy Effort: An Application . . . . . . . . . . . . . . . . . . . . . . 3
Ayfer Basar
Comparison of Isotropic and Anisotropic Models for Solar
Radiation on Sloped Surfaces Under Fuzzy Logic . . . . . . . . . . . . . . . . . 19
Veysel Coban and Sezi Cevik Onar
A Mathematical Programming Model for Maritime Inventory
Routing Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33
Elifcan Gocmen, Ebru Yilmaz and Rizvan Erol
Hinterland Container Transportation Using Mathematical
Programming Approach. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43
Elifcan Gocmen and Rizvan Erol
Implementation of Lean Six Sigma for Airline Ground
Handling Processes. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53
Ozlem Senvar and Dilek Akburak
Quality Function Deployment Implementation on Educational
Curriculum of Industrial Engineering in University
of Gaziantep. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67
Cihan Cetinkaya, Omer Nedim Kenger, Zulal Diri Kenger
and Eren Ozceylan
Artificial Bee Colony Algorithm for Labor Intensive Project
Type Job Shop Scheduling Problem: A Case Study. . . . . . . . . . . . . . . . 79
Aslan Deniz Karaoglan and Ezgi Cetin
vii
viii Contents
Multi-criteria Selection Analysis of the City Buses at Municipal
Transportation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
Fuat Kosanoglu and Alperen Bal
A Mathematical Model and a Matheuristic for In-Plant Milk-Run
Systems Design and Application in White Goods Industry. . . . . . . . . . . 99
Kadir Buyukozkan, Alperen Bal, Mehmet Kursat Oksuz,
Emine Nisa Kapukaya and Sule Itir Satoglu
An Optimization Model for Variable Ordering in Qualitative
Constraint Propagation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Mehmet Fatih Hocaoğlu
On Copula Based Serial Dependence in Statistical
Process Control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127
Ozlen Erkal Sonmez and Alp Baray
Analyzing Pipe Production Fault Rates by Association Rules
and Classification According to Working Conditions
and Employee Characteristics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137
Deniz Demircioglu Diren, Hussein Al-Sanabani and Tugcen Hatipoglu
Air Cargo Facility Layout Planning and Meta-Heuristic
Solution Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149
Elif Karakaya and Fahrettin Eldemir
Root Cause Detection with an Ensemble Machine Learning
Approach in the Multivariate Manufacturing Process . . . . . . . . . . . . . . 163
Deniz Demircioglu Diren, Semra Boran, Ihsan Hakan Selvi
and Tugcen Hatipoglu
Inventory Control Through ABC/XYZ Analysis . . . . . . . . . . . . . . . . . . 175
Esra Agca Aktunc, Meltem Basaran, Gozde Ari, Mumin Irican
and Sahna Gungor
Evaluating Service Quality of an Airline Maintenance Company
by Applying Fuzzy-AHP. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189
Yavuz Selim Ozdemir and Tugce Oktay
A Fuzzy Based Risk Evaluation Model for Industry 4.0
Transition Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201
Murat Colak, Ihsan Kaya and Melike Erdogan
Analysis of Frequent Visitor Patterns in a Shopping Mall . . . . . . . . . . . 217
Onur Dogan, Omer Faruk Gurcan, Basar Oztaysi and Ugur Gokdere
Estimating the Expected Cost of Function Evaluation Strategies . . . . . . 229
Rebi Daldal, Zahed Shahmoradi and Tonguç Ünlüyurt
Contents ix
The Effects of the Dimensions of Organizational Justice Over
the Perception of General Justice. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241
Ozgun Albayrak and Cahit Ali Bayraktar
A Literature Review for Hybrid Vehicle Routing Problem . . . . . . . . . . 249
Busra Gulnihan Dascioglu and Gulfem Tuzkaya
Short Term Electricity Load Forecasting with a Nonlinear
Autoregressive Neural Network with Exogenous Variables
(NarxNet) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
Ibrahim Yazici, Leyla Temizer and Omer Faruk Beyca
The Optimization of Aggregate Production Planning Under Fuzzy
Environment: An Application From Beverage Industry. . . . . . . . . . . . . 271
MerveGulTopcuoglu,FatmaBetulYeni,YildizKoseandEmreCevikcan
Identifying Talent Attributes for Talent Management
in Automotive Industry in Turkey . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287
Aylin Ozel and Gaye Karacay
A Policy Proposal for Effective Energy Management. . . . . . . . . . . . . . . 297
Beyzanur Cayir Ervural and Ramazan Evren
Exploring the Adoption of ERP Systems: An Empirical Investigation
of End-Users in an Emerging Country. . . . . . . . . . . . . . . . . . . . . . . . . . 307
Gulsah Hancerliogullari Koksalmis and Seckin Damar
Part II Engineering and Technology Management
Measuring the Impact of University Service Quality on Academic
Motivation and University Engagement of Students. . . . . . . . . . . . . . . . 321
Fatma Kutlu Gündoğdu and Umut Asan
The Potential of Data Analytics in Disaster Management. . . . . . . . . . . . 335
Peiman Alipour Sarvari, Mohammad Nozari and Djamel Khadraoui
Blockchain Technology for the Improvement of SCM
and Logistics Services: A Survey . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349
Adnan Imeri, Djamel Khadraoui and Nazim Agoulmine
Big Data Concept in Small and Medium Enterprises:
How Big Data Effects Productivity. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 363
Ahmet Tezcan Tekin, Nedime Lerzan Ozkale and Basar Oztaysi
A Customer Satisfaction Study in an Airline Company Centered
in Turkey . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 377
Omer Faruk Gurcan, Omer Faruk Beyca, Abdullah Fatih Akcan
and Selim Zaim
x Contents
Usability Measurement of Mobile Applications with System
Usability Scale (SUS) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 389
Aycan Kaya, Reha Ozturk and Cigdem Altin Gumussoy
Factors Affecting Intention to Use Big Data Tools: An Extended
Technology Acceptance Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 401
Serap Okcu, Gulsah Hancerliogullari Koksalmis, Ecem Basak
and Fethi Calisir
The Moderating Effect of Indulgence on the Relationships
Among Global Innovation Index Indicators . . . . . . . . . . . . . . . . . . . . . . 417
Basak Cetinguc, Eyup Calik and Fethi Calisir
Part III Healthcare Systems Engineering and Management
Mobile Health (mHealth) Applications and Self Healthcare
Management: Willingness of Female Patients Living in Rural
Areas to Static Mobile Apps. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429
Tahereh Saheb and Elham Abooei Mehrizi
Humanitarian Supply Chain Management: Extended
Literature Review. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 443
Busra Gulnihan Dascioglu, Ozalp Vayvay and Zeynep Tugce Kalender
Green Hospital Together with a Lean Healthcare System . . . . . . . . . . . 461
Hatice Camgoz Akdag and Tugce Beldek
The Relationship Between Risk Management and Patient Safety
Incidents in Acute Hospitals in NHS England . . . . . . . . . . . . . . . . . . . . 471
Gulsum Kubra Kaya
The Problem with Traditional Accident Models to Investigate
Patient Safety Incidents in Healthcare . . . . . . . . . . . . . . . . . . . . . . . . . . 481
Gulsum Kubra Kaya and Halime Tuba Canbaz
A Markov Decision Process Approach to Estimate the Risk
of Obesity Related Cancers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 489
Emine Yaylali and Umut Karamustafa
A Combined Method for Deriving Decision Makers’ Weights
in Group Decision Making Environment: An Application
in Medical Decision Making. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 503
Emrah Koksalmis, Gulsah Hancerliogullari Koksalmis and Ozgur Kabak