Tugba Taskaya-Temizel

Tugba Taskaya-Temizel

Orta Dogu Teknik Üniversitesi

H-index: 18

Asia-Turkey

About Tugba Taskaya-Temizel

Tugba Taskaya-Temizel, With an exceptional h-index of 18 and a recent h-index of 12 (since 2020), a distinguished researcher at Orta Dogu Teknik Üniversitesi, specializes in the field of machine learning, deep learning, information quality, knowledge discovery and data mining, social media analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reproducible machine learning research in mental workload classification using EEG

HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs

Harnessing Large Language Models for Automatic Evaluation of Mobile Health Applications based on Persuasive System Design Principles and Mobile Application Rating Scale

Predictive Video Analytics in Online Courses: A Systematic Literature Review

The use of video clickstream data to predict university students’ test performance: A comprehensive educational data mining approach

A Fact Extraction and Verification Framework for Social Media Posts on Covid-19

An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation

PToPI: A comprehensive review, analysis, and knowledge representation of binary classification performance measures/metrics

Tugba Taskaya-Temizel Information

University

Position

Associate Professor

Citations(all)

1313

Citations(since 2020)

762

Cited By

782

hIndex(all)

18

hIndex(since 2020)

12

i10Index(all)

27

i10Index(since 2020)

15

Email

University Profile Page

Orta Dogu Teknik Üniversitesi

Google Scholar

View Google Scholar Profile

Tugba Taskaya-Temizel Skills & Research Interests

machine learning

deep learning

information quality

knowledge discovery and data mining

social media analytics

Top articles of Tugba Taskaya-Temizel

Title

Journal

Author(s)

Publication Date

Reproducible machine learning research in mental workload classification using EEG

Frontiers in Neuroergonomics

Guliz Demirezen

Tugba Taskaya-Temizel

Anne-Mary Brouwer

2024/4/10

HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs

Cem Uluoglakci

Tugba Taskaya Temizel

2024/2/25

Harnessing Large Language Models for Automatic Evaluation of Mobile Health Applications based on Persuasive System Design Principles and Mobile Application Rating Scale

Yasin Afşin

Tugba Taskaya Temizel

2024

Predictive Video Analytics in Online Courses: A Systematic Literature Review

Ozan Raşit Yürüm

Tuğba Taşkaya-Temizel

Soner Yıldırım

2023/11/4

The use of video clickstream data to predict university students’ test performance: A comprehensive educational data mining approach

Education and Information Technologies

Ozan Raşit Yürüm

Tuğba Taşkaya-Temizel

Soner Yıldırım

2023/5

A Fact Extraction and Verification Framework for Social Media Posts on Covid-19

O Temiz

T. Taskaya-Temizel

2023

An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation

Interactive Learning Environments

Ozan Raşit Yürüm

Soner Yıldırım

Tuğba Taşkaya-Temizel

2023/12/15

PToPI: A comprehensive review, analysis, and knowledge representation of binary classification performance measures/metrics

Gürol Canbek

Tugba Taskaya Temizel

Seref Sagiroglu

2022/10/16

Quality assessment of web-based information on type 2 diabetes

Online Information Review

Didem Ölçer

Tugba Taskaya Temizel

2022

A machine learning ensembling approach to predicting transfer values

SN Computer Science

Ayse Elvan Aydemir

Tugba Taskaya Temizel

Alptekin Temizel

2022/5

Accuracy Barrier (ACCBAR): A novel performance indicator for binary classification

Gürol Canbek

Tugba Taskaya Temizel

Seref Sagiroglu

2022/10/19

BenchMetrics: A systematic benchmarking method for binary-classification performance metrics

Gürol Canbek

Tugba Taskaya Temizel

Seref Sagiroglu

2021

TasKar: A Research and Education Tool for Calculation and Representation of Binary Classification Performance Instruments

Gürol Canbek

Tugba Taskaya Temizel

Seref Sagiroglu

2021/12/2

Designing Robust Models for Behaviour Prediction using Sparse Data from Mobile Sensing: A Case Study of Office Workers’ Availability for Wellbeing Interventions

ACM Transactions on Computing for Healthcare

M Musolesi

S Kucukozer Cavdar

T Taskaya-Temizel

A Mehrotra

P Tino

2021/7

A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach

Orkun Temiz

Özgün Ozan Kılıç

Arif Ozan Kızıldağ

T. .Taskaya Temizel

2021

A Dimension Reduction Approach to Player Rankings in European Football

IEEE Access

Ayse Elvan Aydemir

Tugba Taskaya Temizel

Alptekin Temizel

Kliment Preshlenov

Daniel M Strahinov

2021/8/24

A multi-perspective analysis of social context and personal factors in office settings for the design of an effective mobile notification system

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Seyma Kucukozer Cavdar

Tugba Taskaya-Temizel

Mirco Musolesi

Peter Tino

2020/3/18

See List of Professors in Tugba Taskaya-Temizel University(Orta Dogu Teknik Üniversitesi)

Co-Authors

H-index: 65
Fionn Murtagh

Fionn Murtagh

University of Huddersfield

H-index: 58
Mirco Musolesi

Mirco Musolesi

University College London

H-index: 44
Peter Tino

Peter Tino

University of Birmingham

H-index: 10
Nurcan ALKIŞ

Nurcan ALKIŞ

Orta Dogu Teknik Üniversitesi

H-index: 5
Ayşe Elvan Gündüz

Ayşe Elvan Gündüz

Orta Dogu Teknik Üniversitesi

H-index: 4
Cihan Öngün

Cihan Öngün

Orta Dogu Teknik Üniversitesi

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