Publications

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2026

Cover of Sequences in Data to Represent Learning Processes

Sequences in Data to Represent Learning Processes

Valle Torre, M.

Delft University of Technology Dissertation [PDF]

Process Collapse or Compensatory Strategy? Profiling and Scaffolding Help-Seeking with an AI Tutor

Valle Torre, M., Weijers, R., Specht, M., & Oertel, C.

SSRN Preprint DOI_LINK [PDF]

What makes an Expert? Comparing Problem-solving Practices in Data Science Notebooks

Valle Torre, M., Specht, M., & Oertel, C.

arXiv Preprint DOI_LINK [PDF]

LLM Chatbots in High School Programming: Exploring Behaviors and Interventions

Valle Torre, M., Specht, M., & Oertel, C.

SAC '26 Conference Paper DOI_LINK [PDF]

2025

JELAI: Integrating AI and Learning Analytics in Jupyter Notebooks

Valle Torre, M., van der Velden, T., Specht, M., Oertel, C.

AIED 2025 Conference Paper DOI_LINK [PDF]

2024

The Sequence Matters in Learning - A Systematic Literature Review

Valle Torre, M., Oertel, C., & Specht, M. M.

LAK 2024 Conference Paper DOI_LINK [PDF]

2022

An Investigation on Integration of Computational Thinking into Engineering Curriculum at Delft University of Technology

Zhang, X., Valle Torre, M., & Specht, M. M.

50th Annual Conference Universitat Politècnica de Catalunya Conference Paper DOI_LINK

Using Social Network Analysis to Explore Learning Networks in MOOCs Discussion Forums

Soleymani, A., Itard, L. C. M., de Laat, M., Valle Torre, M., & Specht, M. M.

CLIMA 2022 Conference Paper DOI_LINK

2021

How Do Active Reading Strategies Affect Learning Outcomes in Web Search?

Roy, N., Valle Torre, M., Gadiraju, U., Maxwell, D., & Hauff, C.

ECIR 2021 Conference Paper DOI_LINK [PDF]

Note the Highlight: Incorporating Active Reading Tools for Search As Learning

Roy, N., Valle Torre, M., Gadiraju, U., Maxwell, D., & Hauff, C.

CHIIR 2021 Conference Paper DOI_LINK [PDF]

The Quantum of Choice: How Learners’ Feedback Monitoring Decisions, Goals and Self-Regulated Learning Skills Are Related

Jivet, I., Wong, J., Scheffel, M., Valle Torre, M., Specht, M., & Drachsler, H.

LAK 2021 Conference Paper DOI_LINK [PDF]

2020

EdX Log Data Analysis Made Easy: Introducing ELAT: An Open-Source, Privacy-Aware and Browser-Based edX Log Data Analysis Tool

Valle Torre, M., Tan, E., & Hauff, C.

LAK 2020 Conference Paper DOI_LINK [PDF]

2019

Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content

Mesbah, S., Yang, J., Sips, R.-J., Valle Torre, M., Lofi, C., Bozzon, A., & Houben, G.-J.

EMNLP 2019 Conference Paper DOI_LINK [PDF]

Perceptual Relational Attributes: Navigating and Discovering Shared Perspectives from User-Generated Reviews

Valle Torre, M., Ye, M., & Lofi, C.

BTW 2019 Conference Paper DOI_LINK [PDF]

2018

TSE-NER: An Iterative Approach for Long-Tail Entity Extraction in Scientific Publications

Mesbah, S., Lofi, C., Valle Torre, M., Bozzon, A., & Houben, G.-J.

ISWC 2018 Conference Paper DOI_LINK [PDF]

Concept Focus: Semantic Meta-Data for Describing MOOC Content

Mesbah, S., Chen, G., Valle Torre, M., Bozzon, A., Lofi, C., & Houben, G.-J.

EC-TEL 2018 Conference Paper DOI_LINK [PDF]