Prof. TUĞBA TAŞKAYA TEMİZEL

Academic Titles

2021 - Continues Professor

Middle East Technical University, Graduate School of Informatics, Veri Bilişimi
2017 - 2021 Associate Professor

Middle East Technical University, Graduate School of Informatics, Information Systems
2006 - 2017 Assistant Professor

Middle East Technical University, Graduate School of Informatics, Information Systems
2004 - 2006 Lecturer

University of Surrey, Engineering And Physical Sciences, Department Of Computing
2002 - 2004 Research Assistant

University of Surrey, Engineering And Physical Sciences, Department Of Computing
2000 - 2002 Research Assistant

The Queen's University Of Belfast, School Of Electronics, Electrical Engineering And Computer Science, Computer Science Department
1999 - 2000 Research Assistant

Dokuz Eylul University, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü

Managerial Experience

2009 - 2010 Head of Department

Middle East Technical University, Graduate School of Informatics, Information Systems

Non Academic Experience

2016 - 2017 Visiting Researcher

University of Birmingham, Visiting Researcher

Courses

Postgraduate Deep Learning for Text Analytics
Postgraduate DATA BASE CONCEPTS AND APPLICATIONS
Postgraduate KNOWLEDGE, DISCOVERY AND MINING

Supervised Theses

Automated analysis of crossing actions in football commentary using large language models

Taşkaya Temizel T. (Advisor)

A.ERKUL(Student), Postgraduate, 2024
ANALYSIS OF TECHNICAL DEBT IN ML-BASED SOFTWARE DEVELOPMENT PROJECTS

Taşkaya Temizel T. (Co-Advisor), Özcan Top Ö.

P.DAYAN(Student), Postgraduate, 2024
Automatic evaluation of mobile health applications according to persuasive system design principles and mobile application rating scale

Taşkaya Temizel T. (Advisor)

Y.AFŞİN(Student), Postgraduate, 2023
A comparative study of deep learning techniques for time series forecasting in energy consumption prediction

Taşkaya Temizel T., Yozgatligil C. (Co-Advisor)

M.AHMED(Student), Postgraduate, 2023
Semi-automatic prompting approach with question decomposition for multi-hop question answering

Taşkaya Temizel T. (Advisor)

A.OZAN(Student), Postgraduate, 2023
FORECASTING WARRANTY CLAIMS FOR MONTH IN SERVICES GROUPS IN AUTOMOTIVE SECTOR

Taşkaya Temizel T. (Co-Advisor), Yozgatligil C.

B.TEKÖZ(Student), Postgraduate, 2022
Fact extraction and verification pipeline for COVID-19 related user posts in social media

Taşkaya Temizel T. (Advisor)

O.TEMİZ(Student), Postgraduate, 2022
A novel pre-processing workflow for popularity prediction in social media

Taşkaya Temizel T. (Advisor)

H.BUĞRA(Student), Postgraduate, 2021
A data driven performance evaluation framework for sports analytics

Taşkaya Temizel T., Temizel A. (Co-Advisor)

A.ELVAN(Student), Doctorate, 2021
An intervention framework for design and development of interactive video lectures based on video viewing behaviors: A learning analytics approach

Yıldırım İ. S., Taşkaya Temizel T. (Co-Advisor)

O.RAŞİT(Student), Doctorate, 2021
You are where you eat from: predicting socioeconomic status from restaurant menus and user reviews

Taşkaya Temizel T. (Advisor)

Ö.OZAN(Student), Postgraduate, 2020
A FRAMEWORK FOR INFORMATION QUALITY AND COVERAGE ASSESSMENT FOR TYPE 2 DIABETES WEBSITES

Taşkaya Temizel T. (Advisor)

D.ÖLÇER(Student), Doctorate, 2020
Multi-Perspective Analysis and Systematic Benchmarking for Binary-Classification Performance Evaluation Instruments

Taşkaya Temizel T.

G.CANBEK(Student), Doctorate, 2019
Mobile user data mining to infer knowledge workers' differences in office environments for effective health delivery

TAŞKAYA TEMİZEL T. (Advisor)

Ş.Çavdar(Student), Doctorate, 2019
Interpretable spatio-temporal networks for modeling and forecasting societal events

Taşkaya Temizel T., Lin .(Co-Advisor)

A.MERT(Student), Doctorate, 2019
AUTOMATIC INFORMATION COVERAGE ASSESSMENT OF DIABETES WEBSITES

TAŞKAYA TEMİZEL T. (Advisor)

G.BULUT(Student), Postgraduate, 2018
Using survival analysis to investigate the persistence of students in an introductory information technology course at METU

ÇETİN Y. (Co-Advisor), TAŞKAYA TEMİZEL T. (Co-Advisor)

O.OZAN(Student), Postgraduate, 2015
UBDroid: A tool for monitoring smartphone application usage for user behavior analysis

TEMİZEL A. (Co-Advisor), TAŞKAYA TEMİZEL T. (Co-Advisor)

E.AKKURT(Student), Postgraduate, 2015
Combining topology-based & content-based analysis for followee recommendation on Twitter

KARAGÖZ P. (Co-Advisor), TAŞKAYA TEMİZEL T. (Co-Advisor)

A.Yanar(Student), Postgraduate, 2015
The influence of personality traits, motivation and persuasion principles on academic performance

TAŞKAYA TEMİZEL T. (Advisor)

N.ALKIŞ(Student), Doctorate, 2015
Examining place attachment from a foursquare perspective

TAŞKAYA TEMİZEL T. (Advisor)

B.KÜRŞAD(Student), Postgraduate, 2014
Improved probabilistic matrix factorization model for sparse datasets /

TAŞKAYA TEMİZEL T. (Advisor)

Y.AR(Student), Doctorate, 2014
Quality oriented information retrieval and timeliness analysis on diabetes websites /

TAŞKAYA TEMİZEL T. (Advisor)

R.BELEN(Student), Doctorate, 2014
Inference of personality using social media profiles

TAŞKAYA TEMİZEL T. (Advisor)

Ü.ATEŞ(Student), Postgraduate, 2014
Anomaly detection using sparse features and spatio-temporal hidden Markov model for pedestrian zone video surveillance

TEMİZEL A. (Co-Advisor), TAŞKAYA TEMİZEL T. (Co-Advisor)

A.ELVAN(Student), Postgraduate, 2014
Nonparametric approaches for discovering triggering events from spatio-temporal patterns /

TAŞKAYA TEMİZEL T. (Advisor)

B.BAKIR(Student), Doctorate, 2014
A temporal expert finding methodology based on united author-document-topic graphs

TAŞKAYA TEMİZEL T. (Advisor)

A.EMRE(Student), Postgraduate, 2014
Analyzing the effects of personality traits on the success of online study groups

TAŞKAYA TEMİZEL T. (Advisor)

Ş.KÜÇÜKÖZER(Student), Postgraduate, 2013
Expert finding in domains with unclear topics

YAZICI A. (Co-Advisor), TAŞKAYA TEMİZEL T. (Co-Advisor)

G.HÜLYA(Student), Postgraduate, 2012
Automated crowd behavior analysis for video surveillance applications

TAŞKAYA TEMİZEL T. (Co-Advisor), TEMİZEL A. (Co-Advisor)

P.GÜLER(Student), Postgraduate, 2012
A data mining framework to detect tariff code circumvention in Turkish customs database

TAŞKAYA TEMİZEL T. (Advisor)

B.BAŞTABAK(Student), Postgraduate, 2012
Using Google analytics, card sorting and search statistics for getting insights about metu website’s new design: a case study

TAŞKAYA TEMİZEL T. (Advisor)

M.Dalcı(Student), Postgraduate, 2011
Probabilistic matrix factorization based collaborative filtering with implicit trust derived from review ratings information

TAŞKAYA TEMİZEL T. (Advisor)

E.ERCAN(Student), Postgraduate, 2010
Using google analytics and think-aloud study for improving the information architecture of METU Informatics Institute website: A case study

TAŞKAYA TEMİZEL T. (Advisor)

S.DEMİREL(Student), Postgraduate, 2010
Detecting disguised missing data

TAŞKAYA TEMİZEL T. (Advisor)

R.BELEN(Student), Postgraduate, 2009
An analysis of peculiarity oriented interestingness measures on medical data

TAŞKAYA TEMİZEL T. (Advisor)

C.NURİ(Student), Postgraduate, 2008
Person name recognition in Turkish financial texts by using local grammar approach

TAŞKAYA TEMİZEL T. (Co-Advisor), BAYKAL N. (Co-Advisor)

Ö.BAYRAKTAR(Student), Postgraduate, 2007

Designed Lessons

Postgraduate Transformers and Attention-Based Deep Networks

Temizel A., Taşkaya Temizel T.
Postgraduate Data Informatics Project

Taşkaya Temizel T., Koçyiğit A., Eren P. E., Özcan Top Ö.
Postgraduate Introduction to Data Science

Koçyiğit A., Eren P. E., Taşkaya Temizel T.

Designed Programs

2021 - Continues Data Informatics

Postgraduate

Koçyiğit A., Taşkaya Temizel T., Eren P. E., Günel Kılıç B.

Academic and Administrative Experience

2021 - Continues Professor

2017 - 2021 Associate Professor

2006 - 2017 Assistant Professor

2004 - 2006 Lecturer

2002 - 2004 Research Assistant

2000 - 2002 Research Assistant

1999 - 2000 Research Assistant

2009 - 2010 Head of Department

2016 - 2017 Visiting Researcher

Postgraduate Deep Learning for Text Analytics

Postgraduate DATA BASE CONCEPTS AND APPLICATIONS

Postgraduate KNOWLEDGE, DISCOVERY AND MINING

Postgraduate Transformers and Attention-Based Deep Networks

Postgraduate Data Informatics Project

Postgraduate Introduction to Data Science

2021 - Continues Data Informatics