Nigel Bosch

Nigel Bosch

University of Illinois at Urbana-Champaign

H-index: 29

North America-United States

About Nigel Bosch

Nigel Bosch, With an exceptional h-index of 29 and a recent h-index of 26 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Education, Machine learning, Learning analytics, Human-computer interaction.

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

Synthetic dataset generation for fairer unfairness research

Hierarchical dependencies in classroom settings influence algorithmic bias metrics

Phatic expressions influence perceived helpfulness in online peer help-giving: A mixed methods study

On Fixing the Right Problems in Predictive Analytics: AUC Is Not the Problem

Sense of belonging predicts perceived helpfulness in online peer help-giving interactions

Detector-driven classroom interviewing: Focusing qualitative researcher time by selecting cases in situ

A crowd–AI collaborative approach to address demographic bias for student performance prediction in online education

Engagement detection and its applications in learning: A tutorial and selective review

Nigel Bosch Information

University

Position

School of Information Sciences and Department of Educational Psychology

Citations(all)

3083

Citations(since 2020)

2481

Cited By

1411

hIndex(all)

29

hIndex(since 2020)

26

i10Index(all)

58

i10Index(since 2020)

53

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Nigel Bosch Skills & Research Interests

Education

Machine learning

Learning analytics

Human-computer interaction

Top articles of Nigel Bosch

Title

Journal

Author(s)

Publication Date

Synthetic dataset generation for fairer unfairness research

Lan Jiang

Clara Belitz

Nigel Bosch

2024

Hierarchical dependencies in classroom settings influence algorithmic bias metrics

Clara Belitz

HaeJin Lee

Nidhi Nasiar

Stephen E Fancsali

Steve Ritter

...

2024/3/18

Phatic expressions influence perceived helpfulness in online peer help-giving: A mixed methods study

Learning and Instruction

Amos Jeng

Nigel Bosch

Michelle Perry

2024/6/1

On Fixing the Right Problems in Predictive Analytics: AUC Is Not the Problem

arXiv preprint arXiv:2404.06989

Ryan S Baker

Nigel Bosch

Stephen Hutt

Andres F Zambrano

Alex J Bowers

2024/4/10

Sense of belonging predicts perceived helpfulness in online peer help-giving interactions

The Internet and Higher Education

Amos Jeng

Nigel Bosch

Michelle Perry

2023/4/1

Detector-driven classroom interviewing: Focusing qualitative researcher time by selecting cases in situ

Educational technology research and development

Ryan S Baker

Stephen Hutt

Nigel Bosch

Jaclyn Ocumpaugh

Gautam Biswas

...

2023/12/22

A crowd–AI collaborative approach to address demographic bias for student performance prediction in online education

Ruohan Zong

Yang Zhang

Frank Stinar

Lanyu Shang

Huimin Zeng

...

2023/11/3

Engagement detection and its applications in learning: A tutorial and selective review

Proceedings of the IEEE

Brandon M Booth

Nigel Bosch

Sidney K D’Mello

2023/9/8

Direct and indirect ways of being helpful in online peer help-giving interactions

Computers & Education

Amos Jeng

Destiny Williams-Dobosz

Nigel Bosch

Michelle Perry

2023/11/1

Interpretable neural networks vs. expert-defined models for learner behavior detection

Companion Proceedings of the 13th International Conference on Learning Analytics & Knowledge Conference (LAK23)

Juan D Pinto

Luc Paquette

Nigel Bosch

2023

How are feelings of difficulty and familiarity linked to learning behaviors and gains in a complex science learning task?

European Journal of Psychology of Education

Yingbin Zhang

Luc Paquette

Ryan S Baker

Nigel Bosch

Jaclyn Ocumpaugh

...

2023/6

Informing expert feature engineering through automated approaches: Implications for coding qualitative classroom video data

Paul Hur

Nessrine Machaka

Christina Krist

Nigel Bosch

2023/3/13

Constructing categories: Moving beyond protected classes in algorithmic fairness

Journal of the Association for Information Science and Technology

Clara Belitz

Jaclyn Ocumpaugh

Steven Ritter

Ryan S Baker

Stephen E Fancsali

...

2023/6

Quick Red Fox: An app supporting a new paradigm in qualitative research on AIED for STEM

Stephen Hutt

Ryan S Baker

Jaclyn Ocumpaugh

Anabil Munshi

JMAL Andres

...

2022/12/29

Novice reflections during the transition to a new programming language

Paul Denny

Brett A Becker

Nigel Bosch

James Prather

Brent Reeves

...

2022/2/22

Mining and assessing anomalies in students’ online learning activities with self-supervised machine learning

Lan Jiang

Nigel Bosch

2022

A Topic-Centric Crowdsourced Assisted Biomedical Literature Review Framework for Academics

Ryan Hodgson

Jingyun Wang Wang

Alexandra Cristea

Fumiko Matsuzaki

Hiroyuki Kubota

...

2022/7/18

Getting by with help from my friends: Group study in introductory programming understood as socially shared regulation

James Prather

Lauren Margulieux

Jacqueline Whalley

Paul Denny

Brent N Reeves

...

2022/8/3

Can computers outperform humans in detecting user zone-outs? Implications for intelligent interfaces

ACM Transactions on Computer-Human Interaction

Nigel Bosch

Sidney K D'Mello

2022/1/17

Algorithmic unfairness mitigation in student models: When fairer methods lead to unintended results

Frank Stinar

Nigel Bosch

2022

See List of Professors in Nigel Bosch University(University of Illinois at Urbana-Champaign)