Prof. SEZGİN IRMAK


Faculty of Applied Sciences, Department of Management Information Systems

Department of Decision Sciences


Research Areas: Social Sciences and Humanities, Quantitative Methods, Management Information Systems, Computer Sciences, Database and Data Structures, Artificial Intelligence, Computer Learning and Pattern Recognition, Statistics, Statistical Analysis and Applications, Engineering and Technology

Email: sezgin@akdeniz.edu.tr
Office Phone: +90 242 227 2079
Web: https://avesis.akdeniz.edu.tr/sezgin
Office: UBF Kat 2
Address: Akdeniz Üniversitesi Uygulamalı Bilimler Fakültesi Yönetim Bilişim Sistemleri Bölümü 07058 Kampüs, Konyaaltı/ANTALYA

Metrics

Publication

49

Citation (WoS)

22

H-Index (WoS)

2

Citation (Scopus)

116

H-Index (Scopus)

3

Project

4

Thesis Advisory

7

Open Access

5
UN Sustainable Development Goals

Education Information

2004 - 2009

2004 - 2009

Doctorate

Akdeniz University, Institute of Social Sciences, İşletme, Turkey

2000 - 2004

2000 - 2004

Postgraduate

Akdeniz University, Institute of Social Sciences, İşletme, Turkey

1995 - 2000

1995 - 2000

Undergraduate

Marmara University, Faculty Of Technical Education, Elektronik Ve Bilgisayar Eğitimi (İngilizce), Turkey

Dissertations

2009

2009

Doctorate

Veri Madenciliği Yöntemleri ile Sağlık Sektörü Veritabanlarında Bilgi Keşfi: Tanımlayıcı ve Kestirimci Model Uygulamaları

Akdeniz University, Institute of Social Sciences, İşletme

2004

2004

Postgraduate

İlişkisel Veritabanı Yönetim Sistemleri ve Akdeniz Üniversitesi Sosyal Bilimler Enstitüsü Öğrenci İşleri Otomasyonu Uygulaması

Akdeniz University, Institute of Social Sciences, İşletme

Foreign Languages

B2 Upper Intermediate

B2 Upper Intermediate

English

Certificates, Courses and Trainings

2007

2007

Veri Madenciliği Clementine Temel Eğitimi

IT

SPSS Türkiye

2007

2007

Graduate Summer School on New Advances in Statistics

Other

Orta Doğu Teknik Üniversitesi

Research Areas

Social Sciences and Humanities

Quantitative Methods

Management Information Systems

Computer Sciences

Database and Data Structures

Artificial Intelligence, Computer Learning and Pattern Recognition

Statistics

Statistical Analysis and Applications

Engineering and Technology

Academic Titles / Tasks

2022 - Continues

2022 - Continues

Professor

Akdeniz University, Faculty of Applied Sciences, Department of Management Information Systems

2017 - 2022

2017 - 2022

Associate Professor

Akdeniz University, Faculty of Applied Sciences, Department of Management Information Systems

2015 - 2017

2015 - 2017

Associate Professor

Akdeniz University, Faculty of Economics and Administrative Sciences, Department of Management Information Systems

2013 - 2014

2013 - 2014

Assistant Professor

Akdeniz University, Faculty of Economics and Administrative Sciences, Department of Business

2011 - 2013

2011 - 2013

Assistant Professor

Akdeniz University, Alanya İşletme Fakültesi, İşletme Enformatiği Bölümü

2001 - 2009

2001 - 2009

Research Assistant

Akdeniz University, Institute of Social Sciences, Business Administration

Managerial Experience

2017 - Continues

2017 - Continues

Head of Department

Akdeniz University, Faculty of Applied Sciences, Department of Management Information Systems

2013 - 2014

2013 - 2014

Deputy Head of Department

Akdeniz University, Faculty of Economics and Administrative Sciences, İşletme

Courses

Undergraduate

Undergraduate

Artificial Intelligence and Learning Algorithms

Undergraduate

Undergraduate

Financial Applications of Artificial Intelligence

Undergraduate

Undergraduate

Decision Making Tachniques

Undergraduate

Undergraduate

Applied Data Mining

Doctorate

Doctorate

Machine Learning Applications

Postgraduate

Postgraduate

Data Mining

Postgraduate

Postgraduate

Araştırma Yöntemleri

Undergraduate

Undergraduate

Yönetim Bilgi Sistemleri

Undergraduate

Undergraduate

İstatistik

Doctorate

Doctorate

Veri Madenciliği

Undergraduate

Undergraduate

İşletmelerde Veri Kaynakları Yönetimi

Undergraduate

Undergraduate

İstatistik

Doctorate

Doctorate

Yapay Zeka ve Öğrenen Algoritmalar

Undergraduate

Undergraduate

İşletme Bilişim Sistemlerine Giriş

Postgraduate

Postgraduate

Yönetsel Karar Verme

Undergraduate

Undergraduate

Yönetim Bilgi Sistemleri

Postgraduate

Postgraduate

Yönetim Bilişim Sistemleri

Postgraduate

Postgraduate

Sosyal Bilimlerde Araştırma Yöntemleri

Undergraduate

Undergraduate

İşletmelerde Veri Kaynakları Yönetimi

Undergraduate

Undergraduate

İşletme Bilişim Sistemlerine Giriş

Undergraduate

Undergraduate

İşletme Uygulamaları

Doctorate

Doctorate

Veri Madenciliği

Undergraduate

Undergraduate

Simülasyon Teknikleri

Doctorate

Doctorate

Uygulamalı Veri Madenciliği

Undergraduate

Undergraduate

İstatistik I

Doctorate

Doctorate

Yapay Zeka ve Makine Öğrenimi

Undergraduate

Undergraduate

Yönetim Bilgi Sistemleri

Doctorate

Doctorate

Veri Analizi

Undergraduate

Undergraduate

İşletmecilikte Araştırma Yöntemleri

Postgraduate

Postgraduate

Bilgisayar Programlama

Undergraduate

Undergraduate

İstatistiğe Giriş

Doctorate

Doctorate

Uygulamalı Veri Madenciliği

Postgraduate

Postgraduate

Yöneylem Araştırması

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

2023

2023

Forecasting the Energy Consumption Levels of Steel Industry Using Machine Learning Methods

Irmak S., Tonguç G.

INTERNATIONAL TOPKAPI CONGRESS II, İstanbul, Turkey, 20 - 21 October 2023, pp.615-620

2023

2023

ÇELİK ENDÜSTRİSİNDE ENERJİ TÜKETİM DÜZEYLERİNİN MAKİNE ÖĞRENMESİ YÖNTEMLERİYLE GELECEĞE YÖNELİK TAHMİNİ

IRMAK S., TONGUÇ G.

INTERNATIONAL TOPKAPI CONGRESS II, İstanbul, Turkey, 20 - 21 October 2023, vol.1, pp.615-620

2019

2019

Eğitimde Yapay Zeka Kavramı ve Kullanım Alanları

Altun M., Kayıkçı K., Irmak S.

11. Uluslararası Eğitim Denetimi Kongresi, Eğitim, Hukuk ve Yapay Zeka, Antalya, Turkey, 5 - 07 December 2019, pp.337-353

2017

2017

Veri Madenciliği Yöntemleriyle Konutlarda Doğalgaz Tüketim Düzeylerini Etkileyen Faktörlerin Belirlenmesi

IRMAK S., ERCAN U.

1. Uluslararası Sosyal Beşeri Ve Eğitim Bilimleri Kongresi, İstanbul, Turkey, 22 - 23 December 2017, pp.333-334

2016

2016

Türkiye Hane halkı Tereyağı Tüketimini Etkileyen Faktörlerin Karar Ağaçları İle Belirlenmesi

IRMAK S., ERCAN U.

Uluslararası Türk Dünyası Eğitim Bilimleri ve Sosyal Bilimler Kongresi, Antalya, Turkey, 1 - 04 December 2016

2016

2016

Türkiye Hanehalkının Balık Tüketimi Düzeyleri: Tanımlayıcı Bir Çalışma

ERCAN U., IRMAK S.

Ines International Academic Research Congress 2016, Antalya, Turkey, 3 - 05 November 2016, pp.2424-2433

2014

2014

A Reliability Generalization Study of the Service Quality Scale (SERVQUAL) in Higher Education Setting

ANAFARTA A., IRMAK S.

The Clute Institute 2014 International Business Conference, Münih, Germany, 8 - 12 June 2014, pp.534-541

2013

2013

A Comparison of Time Series Methods and Artificial Neural Networks for Forecasting the Tourism Demand for Turkey

IRMAK S., ÇETİN H.

11th International Conference on Knowledge, Economy and Management, Valletta, Malta, 27 - 30 November 2013, pp.1-10

2012

2012

Estimating The Number Of Daily Patient Applications By Using Artificial Neural Networks

GÜNGÖR İ., IRMAK S.

3rd International Symposium on Sustainable Development, Sarajevo, Bosnia And Herzegovina, 31 May - 01 June 2012, vol.1, pp.119-125

2012

2012

Investigating Patient-Doctor Communication And Perceived Health Service Quality

IRMAK S., DEMİR M. Ö.

3rd International Symposium on Sustainable Development, Sarajevo, Bosnia And Herzegovina, 31 May - 01 June 2012, vol.1, pp.77-84

2009

2009

The Effects of Work-Family and Family- Work Conflict on Job Satisfacton and Life Satisfaction

ANAFARTA N., IRMAK S., ÖCAL Ö.

International Conference on Social Sciences 2009, İzmir, Turkey, 10 - 11 September 2009, vol.1, pp.73-83

2009

2009

Examining the Effects of Leisure Activities on Life Satisfaction of University Students by Using Cluster Analysis

KURUÜZÜM A., IRMAK S.

International Conference on Social Sciences 2009, İzmir, Turkey, 10 - 11 September 2009, vol.3, pp.225-234

2008

2008

The Reasons of Foreign Settlements in Turkey’s Tourism Regions and Their Expectations: The Case of Fethiye Region

KÖKSAL C. D., KÖYLÜ Z. E., IRMAK S.

International Conference on Social Sciences 2008, İzmir, Turkey, 21 - 22 August 2008, vol.2, pp.221-233

2008

2008

Uluslararası Tur Seçiminde Analitik Hiyerarşi Süreci ile Karar Verme

IRMAK S., İPEKÇİ ÇETİN E.

Küreselleşme, Demokratikleşme ve Türkiye Uluslararası Sempozyumu, Antalya, Turkey, 27 - 30 March 2008, pp.224-230

2006

2006

The Antecedents and the Consequences of Job Involvement in Manufacturing Sector: A Case Study in Turkey

KURUÜZÜM A., IRMAK S., KÖKSAL C. D.

15th Annual World Business Congress (IMDA), Sarajevo, Bosnia And Herzegovina, 18 - 21 June 2006, pp.60-65

2005

2005

Blended Learning Empowers the Knowledge Society: A Worldwide Case

IRMAK S., SEKRETER M. S., KURUÜZÜM O.

Knowledge Society, Economy and Education Congress (KSEE 2005), Girne, Cyprus (Kktc), 24 - 26 March 2005, pp.96-105

2005

2005

Business Process Based Management in University Administration

SEKRETER M. S., AKYÜZ G., Kuruüzüm O., IRMAK S.

International Congress on Knowledge Society, Economy and Education, Girne, Cyprus (Kktc), 24 - 26 March 2005, pp.1

Books & Book Chapters

2023

2023

BİLİŞİM SİSTEMLERİNDE YÜK VE STRES TESTLERİ

GÜLBİÇER H. O., IRMAK S., TONGUÇ G.

in: Sosyal & Beşerî Bilimler Alanında Akademik Çalışmalar, ÇAKMAK Fevzi, Editor, Gece Kitaplığı, Ankara, pp.33-48, 2023

2022

2022

Karar Ağaçları: Algoritmalar, Bölünmeler ve Budama

ERCAN U., IRMAK S.

in: Endüstride Dijitalleşme Örnekleri, GÜLDAL Serkan, Editor, İKSAD Yayınevi (İKSAD Publishing House), Ankara, pp.47-83, 2022

2022

2022

Birliktelik Kuralları Analizi ve Apriori Algoritması ile Çevrimiçi Perakende Satış Uygulaması

ERCAN U., IRMAK S.

in: Sosyal Bilimlerde Güncel Araştırmalar II, İPEK Selçuk, KILIÇ Cüneyt, TAN Sabri Sami, Editor, Ekin Yayınevi, Bursa, pp.107-114, 2022

Supported Projects

Scientific Refereeing

June 2022

June 2022

Project Supported by Higher Education Institutions

BAP PhD, Ataturk University, Turkey

October 2021

October 2021

Kafkas Üniversitesi İktisadi Ve İdari Bilimler Dergisi

Other Indexed Journal

March 2021

March 2021

Eskişehir Osmangazi Üniversitesi İktisadi ve İdari Bilimler Dergisi

Journal Indexed in ESCI

July 2020

July 2020

Aksaray Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi

Other Indexed Journal

October 2019

October 2019

Eskişehir Osmangazi Üniversitesi İktisadi Ve İdari Bilimler Dergisi

Journal Indexed in ESCI



Citations

Total Citations (WOS): 25

h-index (WOS): 2