María Jesús Rodríguez-Triana

Orcid: 0000-0001-8639-1257

According to our database1, María Jesús Rodríguez-Triana authored at least 77 papers between 2011 and 2023.

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Bibliography

2023
Single-case learning analytics: Feasibility of a human-centered analytics approach to support doctoral education.
J. Univers. Comput. Sci., September, 2023

CIMLA: A Modular and Modifiable Data Preparation, Organization, and Fusion Infrastructure to Partially Support the Development of Context-aware MMLA Solutions.
J. Univers. Comput. Sci., March, 2023

Impact of window size on the generalizability of collaboration quality estimation models developed using Multimodal Learning Analytics.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

How to Build More Generalizable Models for Collaboration Quality? Lessons Learned from Exploring Multi-Context Audio-Log Datasets using Multimodal Learning Analytics.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Multimodal Learning Analytics Research in the Wild: Challenges and Their Potential Solutions.
Proceedings of the 6th Workshop on Leveraging Multimodal Data for Generating Meaningful Feedback (CROSSMMLA 2023) at the 13th International Learning Analytics & Knowledge (LAK 2023), 2023

Designing Technology for Doctoral Persistence and Well-Being: Findings from a Two-Country Value-Sensitive Inquiry into Student Progress.
Proceedings of the Responsive and Sustainable Educational Futures, 2023

Evaluating the Impact and Usability of an AI-Driven Feedback System for Learning Design.
Proceedings of the Responsive and Sustainable Educational Futures, 2023

Exploring Indicators for Collaboration Quality and Its Dimensions in Classroom Settings Using Multimodal Learning Analytics.
Proceedings of the Responsive and Sustainable Educational Futures, 2023

2022
Towards data-informed teaching practice:: A model for integrating analytics with teacher inquiry.
J. Learn. Anal., December, 2022

Toward an Institutional Analytics Agenda for Addressing Student Dropout in Higher Education: An Academic Stakeholders' Perspective.
J. Learn. Anal., August, 2022

Design Analytics for Mobile Learning: Scaling up the Classification of Learning Designs Based on Cognitive and Contextual Elements.
J. Learn. Anal., August, 2022

Integrating Code Reviews into Online Lessons to Support Software Engineering Education.
Proceedings of the Learning in the Age of Digital and Green Transition, 2022

Toward Code Review Notebooks.
Proceedings of the International Conference on Advanced Learning Technologies, 2022

Integrated Model for Comprehensive Digital Education Platforms.
Proceedings of the IEEE Global Engineering Education Conference, 2022

Impersonating Chatbots in a Code Review Exercise to Teach Software Engineering Best Practices.
Proceedings of the IEEE Global Engineering Education Conference, 2022

2021
ADA for IBL: Lessons Learned in Aligning Learning Design and Analytics for Inquiry-Based Learning Orchestration.
J. Learn. Anal., September, 2021

Learning Analytics for Professional and Workplace Learning: A Literature Review.
IEEE Trans. Learn. Technol., 2021

EFAR-MMLA: An Evaluation Framework to Assess and Report Generalizability of Machine Learning Models in MMLA.
Sensors, 2021

A Multi-Stakeholder Perspective of Analytics for Learning Design in Location-Based Learning.
Int. J. Mob. Blended Learn., 2021

Comparing supervised machine learning approaches to automatically code learning designs in mobile learning.
Proceedings of the Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, 2021

What Do Learning Designs Show About Pedagogical Adoption? An Analysis Approach and a Case Study on Inquiry-Based Learning.
Proceedings of the Technology-Enhanced Learning for a Free, Safe, and Sustainable World, 2021

2020
Instruction, Student Engagement, and Learning Outcomes: A Case Study Using Anonymous Social Media in a Face-to-Face Classroom.
IEEE Trans. Learn. Technol., 2020

A Scalable Architecture for the Dynamic Deployment of Multimodal Learning Analytics Applications in Smart Classrooms.
Sensors, 2020

Contextualising Learning Analytics with Classroom Observations: A Case study.
IxD&A, 2020

Multimodal Data Value Chain (M-DVC): A Conceptual Tool to Support the Development of Multimodal Learning Analytics Solutions.
Rev. Iberoam. de Tecnol. del Aprendiz., 2020

Social practices in teacher knowledge creation and innovation adoption: a large-scale study in an online instructional design community for inquiry learning.
Int. J. Comput. Support. Collab. Learn., 2020

Learning design and learning analytics in mobile and ubiquitous learning: A systematic review.
Br. J. Educ. Technol., 2020

Context-aware Multimodal Learning Analytics Taxonomy.
Proceedings of CrossMMLA in practice: Collecting, 2020

MMLA Approach to Track Participation Behavior in Collaboration in Collocated Blended Settings.
Proceedings of CrossMMLA in practice: Collecting, 2020

The Value of Epistemic Network Analysis in Single-Case Learning Analytics: A Case Study in Lifelong Learning.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

A Multimodal Learning Analytics Approach to Support Evidence-based Teaching and Learning Practices.
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

Quantifying Collaboration Quality in Face-to-Face Classroom Settings Using MMLA.
Proceedings of the Collaboration Technologies and Social Computing, 2020

2019
Using educational data from teaching and learning to inform teachers' reflective educational design in inquiry-based STEM education.
Comput. Hum. Behav., 2019

Analytics for learning design: A layered framework and tools.
Br. J. Educ. Technol., 2019

An Architecture and Data Model to Process Multimodal Evidence of Learning.
Proceedings of the Advances in Web-Based Learning - ICWL 2019, 2019

An Overview of Learning Design and Analytics in Mobile and Ubiquitous Learning.
Proceedings of the Advances in Web-Based Learning - ICWL 2019, 2019

Towards Open Data in Digital Education Platforms.
Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019

Exploring the Triangulation of Dimensionality Reduction When Interpreting Multimodal Learning Data from Authentic Settings.
Proceedings of the Transforming Learning with Meaningful Technologies, 2019

Tracing Teacher Collaborative Learning and Innovation Adoption: a Case Study in an Inquiry Learning Platform.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

2018
Multimodal teaching analytics: Automated extraction of orchestration graphs from wearable sensor data.
J. Comput. Assist. Learn., 2018

Monitoring for Awareness and Reflection in Ubiquitous Learning Environments.
Int. J. Hum. Comput. Interact., 2018

The teacher in the loop: customizing multimodal learning analytics for blended learning.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

A Review of Multimodal Learning Analytics Architectures.
Proceedings of the 18th IEEE International Conference on Advanced Learning Technologies, 2018

Personalized, Teacher-Driven in-Action Data Collection: Technology Design Principles.
Proceedings of the 18th IEEE International Conference on Advanced Learning Technologies, 2018

Monitoring Collaborative Learning Activities: Exploring the Differential Value of Collaborative Flow Patterns for Learning Analytics.
Proceedings of the 18th IEEE International Conference on Advanced Learning Technologies, 2018

A Blueprint for a Blockchain-Based Architecture to Power a Distributed Network of Tamper-Evident Learning Trace Repositories.
Proceedings of the 18th IEEE International Conference on Advanced Learning Technologies, 2018

Observational Scaffolding for Learning Analytics: A Methodological Proposal.
Proceedings of the Lifelong Technology-Enhanced Learning, 2018

Analyzing Co-Creation in Educational Living Labs using the Knowledge Appropriation Model.
Proceedings of the Joint Proceedings of the 1st Co-Creation in the Design, 2018

2017
Perceiving Learning at a Glance: A Systematic Literature Review of Learning Dashboard Research.
IEEE Trans. Learn. Technol., 2017

Preface.
IxD&A, 2017

Semantically Annotated Lesson observation Data in Learning Analytics Datasets: a Reference Model.
IxD&A, 2017

Towards a Living Lab to Support Evidence-based Educational Research and Innovation.
Proceedings of the Learning Analytics Summer Institute Spain 2017: Advances in Learning Analytics, 2017

Current and future multimodal learning analytics data challenges.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

The Multimodal Study of Blended Learning Using Mixed Sources: Dataset and Challenges of the SpeakUp Case.
Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

Smart School Multimodal Dataset and Challenges.
Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

Editorial: Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop.
Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

Toward Multimodal Analytics in Ubiquitous Learning Environments.
Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

How to Aggregate Lesson Observation Data into Learning Analytics Datasets?
Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

Cloud ecosystem for supporting inquiry learning with online labs: Creation, personalization, and exploitation.
Proceedings of the 2017 4th Experiment@International Conference (exp.at'17), 2017

Work in progress - Smart schoolhouse as a data-driven inquiry learning space for the next generation of engineers.
Proceedings of the 2017 IEEE Global Engineering Education Conference, 2017

SmartZoos: Modular Open Educational Resources for Location-Based Games.
Proceedings of the Data Driven Approaches in Digital Education, 2017

2016
Learning Analytics in Small-scale Teacher-led Innovations: Ethical and Data Privacy Issues.
J. Learn. Anal., April, 2016

Combining Content Analytics and Activity Tracking to Identify User Interests and Enable Knowledge Discovery.
Proceedings of the Late-breaking Results, 2016

Understanding learning at a glance: an overview of learning dashboard studies.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

Teaching analytics: towards automatic extraction of orchestration graphs using wearable sensors.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

Toward the Integration of Monitoring in the Orchestration of Across-spaces Learning Situations.
Proceedings of the First International Workshop on Learning Analytics Across Physical and Digital Spaces (CrossLAK 2016) co-located with 6th International Conference on Learning Analytics & Knowledge (LAK 2016), 2016

Examining the Effects of Social Media in Co-located Classrooms: A Case Study Based on SpeakUp.
Proceedings of the Adaptive and Adaptable Learning, 2016

2015
Monitoring-Aware Learning Design Process: Pilot Studies in Authentic CSCL Scenarios.
Comput. Informatics, 2015

Scripting and monitoring meet each other: Aligning learning analytics and learning design to support teachers in orchestrating CSCL situations.
Br. J. Educ. Technol., 2015

Contextual learning analytics apps to create awareness in blended inquiry learning.
Proceedings of the 2015 International Conference on Information Technology Based Higher Education and Training, 2015

Orchestrating Inquiry-Based Learning Spaces: An Analysis of Teacher Needs.
Proceedings of the Advances in Web-Based Learning - ICWL 2015, 2015

2014
Gauging Teachers' Needs with Regard to Technology-Enhanced Formative Assessment (TEFA) of 21st Century Skills in the Classroom.
Proceedings of the Computer Assisted Assessment. Research into E-Assessment, 2014

2013
Integrating orchestration of ubiquitous and pervasive learning environments.
Proceedings of the Augmentation, Application, Innovation, Collaboration, OzCHI '13, Adelaide, Australia - November 25, 2013

Towards an Integrated Model of Teacher Inquiry into Student Learning, Learning Design and Learning Analytics.
Proceedings of the Scaling up Learning for Sustained Impact, 2013

2012
Towards a Monitoring-Aware Design Process for CSCL Scripts.
Proceedings of the Collaboration and Technology - 18th International Conference, 2012

2011
Monitoring Collaboration in Flexible and Personal Learning Environments.
IxD&A, 2011

Monitoring Pattern-Based CSCL Scripts: A Case Study.
Proceedings of the Towards Ubiquitous Learning, 2011


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