Roberto Araya

Roberto Araya

Universidad de Chile

H-index: 19

Latin America-Chile

About Roberto Araya

Roberto Araya, With an exceptional h-index of 19 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidad de Chile, specializes in the field of STEM Education.

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

Who's the Best Detective? Large Language Models vs. Traditional Machine Learning in Detecting Incoherent Fourth Grade Math Answers

Mapping the main streams and foci of competence-based education research

Connecting Classrooms with Online Interclass Tournaments: A Strategy to Imitate, Recombine and Innovate Teaching Practices

Towards Automatic Analysis of Science Classroom Talk: Focus on Teacher Questions

Unraveling a Royal Road to Math Education

Neural Network-Based Approach to Detect and Filter Misleading Audio Segments in Classroom Automatic Transcription

Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers

Neural Networks-Based Approach for Detecting and Filtering Misleading Audio Segments for Classroom Automatic Transcription

Roberto Araya Information

University

Position

Centro de Investigación Avanzada en Educación

Citations(all)

1277

Citations(since 2020)

787

Cited By

655

hIndex(all)

19

hIndex(since 2020)

15

i10Index(all)

42

i10Index(since 2020)

34

Email

University Profile Page

Universidad de Chile

Google Scholar

View Google Scholar Profile

Roberto Araya Skills & Research Interests

STEM Education

Top articles of Roberto Araya

Title

Journal

Author(s)

Publication Date

Who's the Best Detective? Large Language Models vs. Traditional Machine Learning in Detecting Incoherent Fourth Grade Math Answers

Journal of Educational Computing Research

Felipe Urrutia

Roberto Araya

2024/1

Mapping the main streams and foci of competence-based education research

Joonas Mannonen

Felipe Urrutia

Raija Hämäläinen

Roberto Araya

Sami Lehesvuori

2024

Connecting Classrooms with Online Interclass Tournaments: A Strategy to Imitate, Recombine and Innovate Teaching Practices

Sustainability

Roberto Araya

2023/5/15

Towards Automatic Analysis of Science Classroom Talk: Focus on Teacher Questions

Sami Lehesvuori

Danner Schlotterbeck

Abelino Jiménez

Daniela Caballero

Roberto Araya

...

2023

Unraveling a Royal Road to Math Education

Constructivist Foundations

Roberto Araya

2023/4/25

Neural Network-Based Approach to Detect and Filter Misleading Audio Segments in Classroom Automatic Transcription

Applied Sciences

Jorge Hewstone

Roberto Araya

2023/12/14

Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers

arXiv preprint arXiv:2304.11257

Felipe Urrutia

Roberto Araya

2023/4/21

Neural Networks-Based Approach for Detecting and Filtering Misleading Audio Segments for Classroom Automatic Transcription

Jorge Hewstone

Roberto Araya

2023/10/26

Automatic detection of incoherent written responses to open-ended mathematics questions of fourth graders

Felipe Ignacio Urrutia Vargas

Roberto Araya

2023/2/21

The Combined Effect of Big 5 Personality Traits on Fourth-Graders´ Math Performance

Roberto Araya

Pablo González-Vicente

2023/8/18

MATHEMATICAL LITERACY FOR DIGITAL ERA: REVIEW OF MATHEMATICAL THINKING AND COMPUTATIONAL THINKING FOR CURRICULUM DEVELOPMENT

Maitree Inprasitha

Masami Isoda

Roberto Araya

2023

Automatically Detecting Incoherent Written Math Answers of Fourth-Graders

Systems

Felipe Urrutia

Roberto Araya

2023/7

What and How to Teach Mathematics for the Future?

The Mathematician Educator

R. Araya

2023

Do Written Responses to Open-Ended Questions on Fourth-Grade Online Formative Assessments in Mathematics Help Predict Scores on End-of-Year Standardized Tests?

Journal of Intelligence

Felipe Urrutia

Roberto Araya

2022

How Should I Teach from This Month Onward? A State-Space Model That Helps Drive Whole Classes to Achieve End-of-Year National Standardized Test Learning Targets

Systems

Obed Ulloa

Roberto Araya

2022/9/26

Is it Feasible to Teach Agent-based Computational Modeling to Elementary and Middle School Students?

Proceedings of the Singapore National Academy of Science

Roberto Araya

2022/9/11

“Teacher, Can You Say It Again?" Improving Automatic Speech Recognition Performance over Classroom Environments with Limited Data

Danner Schlotterbeck

Abelino Jiménez

Roberto Araya

Daniela Caballero

Pablo Uribe

...

2022/7/27

Unsupervised characterization of lessons according to temporal patterns of teacher talk via topic modeling

Neurocomputing

Matías Altamirano

Pablo Uribe

Danner Schlotterbeck

Abelino Jiménez

Roberto Araya

...

2022/5/1

Automatic detection of gaze and body orientation in elementary school classrooms

Frontiers in Robotics and AI

Roberto Araya

Jorge Sossa-Rivera

2021/9/1

Are cross-border classes feasible for students to collaborate in the analysis of energy efficiency strategies for socioeconomic development while keeping CO2 concentration …

Sustainability

Roberto Araya

Pedro Collanqui

2021/2/2

See List of Professors in Roberto Araya University(Universidad de Chile)

Co-Authors

H-index: 118
Robert Siegler

Robert Siegler

Carnegie Mellon University

H-index: 33
Jouni Viiri

Jouni Viiri

Jyväskylän yliopisto

H-index: 20
Jorge Soto-Andrade

Jorge Soto-Andrade

Universidad de Chile

H-index: 11
Nicolas L. Bottan

Nicolas L. Bottan

Cornell University

H-index: 11
raul gormaz

raul gormaz

Universidad de Chile

H-index: 5
Johan van der Molen Moris

Johan van der Molen Moris

University of Cambridge

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