Sebnem Ozdemir received her B.Sc. degree in Mathematics (Yıldız Technical University), as well as the M.A. in Mathematics Education and M.Sc. in Informatics (İstanbul University). She received her Ph.D. degree from İstanbul University (IU), İstanbul Turkey. She was a visiting researcher in Electronics and Computing Engineering Department (Worcester Polytechnic Institute- WPI) for her postdoc research, Worcester, MA, USA. She currently holds the position of Assistant Professor and Head of Department in the Department of Management Information Systems, Istinye University, İstanbul, Turkey. Besid...
Sebnem Ozdemir received her B.Sc. degree in Mathematics (Yıldız Technical University), as well as the M.A. in Mathematics Education and M.Sc. in Informatics (İstanbul University). She received her Ph.D. degree from İstanbul University (IU), İstanbul Turkey. She was a visiting researcher in Electronics and Computing Engineering Department (Worcester Polytechnic Institute- WPI) for her postdoc research, Worcester, MA, USA. She currently holds the position of Assistant Professor and Head of Department in the Department of Management Information Systems, Istinye University, İstanbul, Turkey. Besides, she works for Massachusetts Institute of Technology Computer Science and Artificial Intelligence Lab (MIT CSAIL). With the machine learning based model, she built, Mrs. Ozdemir was received the “Contribution to Human Development Award” by Koc University UNESCO Chair. Earlier this year (2018), she began to integrate a new and closely-related research stream with her students, which is called “Deep Projects,” that involves deep learning algorithms and methodologies. The first of these projects, “Deep Classical Art,” relates to pattern recognition and reproductions, which are hidden in the Anatolian and Ottoman art, such as marbling (Ebru), ornamentation (Tezhip), and tapis. Prior to the aforementioned projects, she used mathematical modelling to predict juvenile crime. Her work with others on a multidisciplinary project team led to the design and implementation of decision support systems that identifies at-risk children. She has many published papers, book chapters and patents related to data science and machine learning. Ozdemir’s research fields are artificial intelligence, data science, management information systems, decision making, mathematical modelling.
Articles
The Effect of Artificial Intelligence On Sustainable Development Goal ,2021
Açık kaynak kodlu öğrenme yönetim sistemleri üzerine bir karşılaştırma çalışması ,2012
Yeni Nesil Tehdit: Derin-Kurgu (DeepFake) ,2021
The effect of Dynamic and Interactive Mathematics Learning Environments (DIMLE), supporting multiple representations, on perceptions of elementary mathematics pre-service teachers in problem solving process ,2013
Comparison of Elite Athletes and Essential Hypertension Patients for Angiotensin-Converting Enzyme (ACE) I/D and ACE G2350A Gene Polymorphisms ,2020
TRANSFORMATION OF THE MACHINES FROM LEARNER TO DECISION MAKER: INDUSTRY 4.0 AND BIG DATA ,2018
Sentiment Classification Performance Analysis Based on Glove Word Embedding ,2021
Makine Öğrenmesinde Yeni Bir Bakış Açısı: Otomatik Makine Öğrenmesi (AutoML) ,2019
Determination of Voting Tendencies in Turkey through Data Mining Algorithms ,2017
Türkiye’deki Seçmen Eğilimlerinin C4.5 Karar Ağacı Algoritması İle Belirlenmesi ,2016
Türkiye deki Seçmen Eğilimlerinin C4 5 Karar Ağacı Algoritması İle Belirlenmesi ,2016
INDIVIDUAL CONTRIBUTIONS TO INFOLLUTION INFORMATION POLLUTION TRUST AND SHARE ,2016
Kanser Tedavisinde İnternet Üzerinden Erişilebilen Şüpheli Tedavi Önerilerinin Hastalar Tarafından Bilinirliği İÜ Onkoloji Enstitüsü Örneği ,2016
New Technology Experience In Turkey The Case Of Bitcoin ,2015
Aşırı Bilgi Artışının Bilgiye Erişim Sürecindeki Etkileri İstanbul Üniversitesi Enformatik Bölümü Örneği ,2015
Cultural E Learning Through Erasmus Experience Management ,2015
Fibonacci Spiral in Sunflower with Geogebra ,2012
Education And Intelligent Tutor Systems In Turkey ,2010
The Effect of DIMLE on Computer Literacy Level of Pre Service Teachers Athens Journal of Technology Engineering ,2011
Individual Contributions to Infollution Information Pollution Trust And Share ,2016
Reports
Endüstri 4.0’a Uyum Sürecinde Açık Kaynak Kodlu Kurumsal Kaynak Planlama Sistemleri: Odoo Community Örneği - EKREN GÜLAY,ERKOLLAR ALPTEKİN,OBERER BİRGİT,ÖZDEMİR ŞEBNEM
Awareness Research Do We Know The New Generation Students - AYVAZ REİS ZERRİN,ÖZDEMİR ŞEBNEM,AKADAL EMRE
Mobile guidance in touchscreen era YARDIM - AYVAZ REİS ZERRİN,AKADAL EMRE,ÖZDEMİR ŞEBNEM
Uygulama Marketlerinin Eğitim Kategorisi Altındaki Uygulamalarının İncelenmesi - ÖZDEMİR ŞEBNEM,AKADAL EMRE,ÇELİK SERRA,AYVAZ REİS ZERRİN
The Good Reader Of Digital World Digital Natives Are They Good Writer Of That World - GÜLSEÇEN SEVİNÇ,ÖZDEMİR ŞEBNEM,GEZER MURAT,AKADAL EMRE
Conrtibutions of Universities to Children Informatics Education in Turkey - ÖZDEMİR ŞEBNEM
Prediction of Vocational School Students Academic Success By Using Decision Trees - ÖZDEMİR ŞEBNEM
EVALUATION OF CHILDREN UNIVERSITIES INFORMATICS BASED SCIENCE COURSES - YAMAN YAVUZ,ÖZDEMİR ŞEBNEM
Effect Of Decision Tree Algorithms In Educational Process - ÖZDEMİR ŞEBNEM
Ne kadar farkındayız Engellilik bilinci - AYVAZ REİS ZERRİN,ÖZDEMİR ŞEBNEM
Kırılgan nüfus grubu Engelli bireylerin sağlıklı çocukları - ÖZDEMİR ŞEBNEM,AYVAZ REİS ZERRİN
Oyun Tabanlı Öğrenmede Geogebra Kullanımı Köklü Sayılar Keşif Oyunu - ÖZDEMİR ŞEBNEM
The Importance of Feature Selection Methods for the Error Prediction Process of a Digital Twin - ÖZDEMİR ŞEBNEM,ERKOLLAR ALPTEKİN,OBERER BIRGIT
Next Generatıon’s Industry 4.0 Journey: The Case Of Management Informatıon Systems - ÖZDEMİR ŞEBNEM,ERKOLLAR ALPTEKİN
Structural Equation Model vs. Decision Tree Algorithms Based Models - ÖZDEMİR ŞEBNEM
Investigating the Web Based Distance Education Modules among Teacher Candidates in Special Education - AYVAZ REİS ZERRİN,ÖZDEMİR ŞEBNEM,KARA ÖZTÜRK ELİF
Exploring Elementary Mathematics Pre-Service Teachers’ Perception To Use Multiple Representations In Problem Solving - ÖZDEMİR ŞEBNEM,AYVAZ REİS ZERRİN,KARADAĞ ZEKERİYA
How Much the Concept of e-Government and Its Applications Came Into Our Life: Case of Informatics Departments - AYVAZ REİS ZERRİN,ÖZDEMİR ŞEBNEM,UĞRAŞ TUBA
Determining The Hierarchy Of Education Criteria In Educational Games By Using Ahp - AK OĞUZ,ÖZDEMİR ŞEBNEM,AYVAZ REİS ZERRİN
GNU Özgür Belgeleme Lisansı (GFDL) Kapsamındaki Dokümanlar İçin Bir Çevrimiçi Arşiv Geliştirilmesi. - AKADAL EMRE,ÖZDEMİR ŞEBNEM,AYVAZ REİS ZERRİN
Yaşanabilir Şehirler Modelinin Kurulması ve Bilişim-İletişim Teknolojilerinin Bu Model Üzerinde Etkisi - BALABAN MEHMET ERDAL, ÇELİK SERRA, ÖZDEMİR ŞEBNEM
Dijital Dünyadan Yansımalar: Bilgide ve Vatandaşlıkta Değişim - GÜLSEÇEN SEVİNÇ, ÖZDEMİR ŞEBNEM, ÇELİK SERRA, UĞRAŞ TUBA, özcan mustafa
Veri-Sürdürülebilirlik İlişkisi Covid-19 Döneminde Mahremiyet Üzerine Bir Yaklaşım - ÖZDEMİR ŞEBNEM, gökçin özuyar pınar
Türkiye'de ve Dünyada Eğitimde Veri Madenciliği Çalışmaları - ÖZDEMİR ŞEBNEM, BALABAN MEHMET ERDAL
Triggering Diversity of Artificial Intelligence Based Art Research by using Turkish-Ottoman Art Genre - Tasdelen Aysin, Bozarık Eren, Umay Can, Komecoglu Yavuz, ÖZDEMİR ŞEBNEM, Kozan Burak, MUFTUOGLU Zumrut
Grafik veri madenciliği yardımıyla Türkiye deprem verilerinin incelenmesi - ÖZDEMİR ŞEBNEM,KUTLU MERİH,ÇINAR FATMA
Türk Bankacılık Sisteminde R Tabanlı Temel Bileşenler Analizi Pca Ve Çok Boyutlu Veri Görselleştirme Sektorel Kredilerin Pca İle Analizi - ÖZDEMİR ŞEBNEM,KÜÇÜKÖZMEN CUMHUR ÇOŞKUN
EVALUATION OF CHILDREN UNIVERSITIES INFORMATICS BASED SCIENCE COURSES - YAMAN YAVUZ,ÖZDEMİR ŞEBNEM
Yönetim Bilişim Sistemleri Alanında Metin Madenciliği ile Bilgi Haritalama - ÇELİK UFUK,HERAND DENİZ,ENGİN MELİH,AKÇETİN EYÜP,YALDIR ABDULKADİR,ÖZDEMİR ŞEBNEM
Yönetim Bilişim Sistemleri Alanında Metin Madenciliği ile Bilgi Haritalama - ÇELİK UFUK,HERAND DENİZ,ENGİN MELİH,AKÇETİN EYÜP,YALDIR ABDULKADİR,ÖZDEMİR ŞEBNEM
Dijital Dünyadan Yansımalar Bilgide ve Vatandaşlıkta Değişim - GÜLSEÇEN SEVİNÇ,ÖZDEMİR ŞEBNEM,ÇELİK SERRA,UĞRAŞ TUBA
Using Geogebra as an information technology tool parabola teaching - AYVAZ REİS ZERRİN,ÖZDEMİR ŞEBNEM
The Analysis of Category of Educational Applications in Online Mobile Application Markets - AKADAL EMRE,ÖZDEMİR ŞEBNEM,AYVAZ REİS ZERRİN
Books
Human Computer Interaction Concepts Methodologies Tools and Applications – Information Science Reference Press
Challenges and Opportunities for SMEs in Industry 4.0 – IGI Global Publishing
Geleceğin Meslekleri – ABAKÜS
Media Literacy Research and Applications Across Disciplines – IGI GLOBAL PUBLISHING
Bilgi Yönetimi: Bilgi Türeticileri, Büyük Veri, İnovasyon ve Kurumsal Zeka – PAPATYA YAYINCILIK
NEW CHALLENGES IN EDUCATION – VERBUM
Hayata Bir Çocuk Bir Çocuğa Hayat: Suça Karışmanın Erken Yaşta Önlenmesi (Mühendislik Yaklaşım) – NOBEL Akademik Yayıncılık
Chaos, Complexity and Leadership 2016 – Springer, Cham
Rapidminer ile Uygulamalı Veri Madenciliği – Pusula 20 Teknoloji ve Yayıncılık A.Ş.
Rapidminer ile Uygulamalı Veri Madenciliği – Pusula Yayıncılık
RapidMiner ile Uygulamalı Veri Madenciliği – Pusula Yayınclık
R ile Veri Madenciliği Uygulamaları – Çağlayan Kitapevi
Awards
UNESCO Kürsüsü Çiğdem Kağıtçıbaşı İnsan Gelişimi Ararştırmaları – 2016
