Educational data mining: a review of the state of the art
Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …
with the development of methods to explore data originating in an educational context. EDM …
A review of recent advances in learner and skill modeling in intelligent learning environments
MC Desmarais, RSJ Baker - User Modeling and User-Adapted Interaction, 2012 - Springer
In recent years, learner models have emerged from the research laboratory and research
classrooms into the wider world. Learner models are now embedded in real world …
classrooms into the wider world. Learner models are now embedded in real world …
Mineraçao de dados educacionais: Oportunidades para o brasil
A mineração de dados educacionais (EDM) é uma área recente de pesquisa que tem como
principal objetivo o desenvolvimento de métodos para explorar conjuntos de dados …
principal objetivo o desenvolvimento de métodos para explorar conjuntos de dados …
Multimodal modeling of collaborative problem-solving facets in triads
Collaborative problem-solving (CPS) is ubiquitous in everyday life, including work, family,
leisure activities, etc. With collaborations increasingly occurring remotely, next-generation …
leisure activities, etc. With collaborations increasingly occurring remotely, next-generation …
Say what? Automatic modeling of collaborative problem solving skills from student speech in the wild
We investigated the feasibility of using automatic speech recognition (ASR) and natural
language processing (NLP) to classify collaborative problem solving (CPS) skills from …
language processing (NLP) to classify collaborative problem solving (CPS) skills from …
Collocated collaboration analytics: Principles and dilemmas for mining multimodal interaction data
R Martinez-Maldonado, J Kay… - Human–Computer …, 2019 - Taylor & Francis
Learning to collaborate effectively requires practice, awareness of group dynamics, and
reflection; often it benefits from coaching by an expert facilitator. However, in physical …
reflection; often it benefits from coaching by an expert facilitator. However, in physical …
I say, you say, we say: Using spoken language to model socio-cognitive processes during computer-supported collaborative problem solving
Collaborative problem solving (CPS) is a crucial 21st century skill; however, current
technologies fall short of effectively supporting CPS processes, especially for remote …
technologies fall short of effectively supporting CPS processes, especially for remote …
Are learning styles useful indicators to discover how students use Scrum for the first time?
Teaching agile practices is in the cutting-edge of Software Engineering education since
agile methodologies are widely used in the industry. An effective strategy to teach agile …
agile methodologies are widely used in the industry. An effective strategy to teach agile …
Data Mining for Education Decision Support: A Review.
JM Zain, T Herawan - International Journal of Emerging …, 2014 - search.ebscohost.com
Management of higher education must continue to evaluate on an ongoing basis in order to
improve the quality of institutions. This will be able to do the necessary evaluation of various …
improve the quality of institutions. This will be able to do the necessary evaluation of various …
[PDF][PDF] Automated classification of collaborative problem solving interactions in simulated science tasks
We present a novel situational task that integrates collaborative problem solving behavior
with testing in a science domain. Participants engage in discourse, which is used to evaluate …
with testing in a science domain. Participants engage in discourse, which is used to evaluate …