Leveraging educational data mining for real-time performance assessment of scientific inquiry skills within microworlds.

JD Gobert, MA Sao Pedro, RSJD Baker, E Toto… - Journal of Educational …, 2012 - ERIC
… We describe here our student model (the inquiry skills we aim to measure), task … inquiry
skills within computerized environments. Then, we present an overview of Science Assistments. …

[PDF][PDF] Science ASSISTments: Tutoring Middle School Students' Inquiry Skills in the Domain of State Change

S DiTullio - Science, 2010 - digital.wpi.edu
ASSISTments project team will respond to state needs, meaning their aim will be to develop
inquiry measures for science as well as scaffolds for students geared to teach them inquiry

[PDF][PDF] Identifying students' inquiry planning using machine learning

O Montalvo, RSJ Baker, MA Sao Pedro… - … Data Mining 2010, 2010 - researchgate.net
… hypothesis lists within our inquiry-based learning environment, Science Assistments (http://…
science inquiry learning. Our efforts to detect planning from data table usage have met with …

[PDF][PDF] Using text replay tagging to produce detectors of systematic experimentation behavior patterns

M Sao Pedro, RSJ Baker, O Montalvo… - … Data Mining 2010, 2010 - researchgate.net
… by Science Assistments [13] authentic inquiry using a microworld and inquiry support tools.
… As such, we aim to use these detectors to determine which students will receive scaffolding. …

Using Model-Tracing to Conduct Performance Assessment of Students' Inquiry Skills within a Microworld.

JD Gobert, KR Koedinger - Society for Research on Educational Effectiveness, 2011 - ERIC
inquiry are highly consistent across the 4 Assistment activities or “trials”, suggesting that we
can reliably capture students’ inquiry performance on these rich inquiry … measures of inquiry

Leveraging machine-learned detectors of systematic inquiry behavior to estimate and predict transfer of inquiry skill

MA Sao Pedro, RSJ De Baker, JD Gobert… - User Modeling and User …, 2013 - Springer
… environment, Science Assistments, that lets students engage in inquiry within microworlds. …
we aim to develop models that support prediction of whether students possess latent inquiry

[PDF][PDF] The influence of learner characteristics on conducting scientific inquiry within microworlds

J Gobert, J Raziuddin, MS Pedro - … of the Annual Meeting of the …, 2011 - escholarship.org
… In this study, we address whether learner characteristics can provide data to inform adaptive
scaffolding of scientific inquiry skills in our learning environment, Science Assistments. We …

Using Machine-Learned Detectors to Assess and Predict Students' Inquiry Performance.

JD Gobert, R Baker, MS Pedro - Society for Research on Educational …, 2011 - ERIC
… environment Science Assistments scaffolds middle school students’ scientific inquiry skills, …
change microworld in which students engaged in inquiry to address the effects of various …

Assessing the Learning and Transfer of Data Collection Inquiry Skills Using Educational Data Mining on Students' Log Files.

JD Gobert, MA Sao Pedro, RS Baker - Grantee Submission, 2012 - ERIC
… , we aim to develop scalable assessments of inquiryinquiry activities developed for the
Science Assistments System (www.scienceassistments.org). This system is a web-based inquiry

[引用][C] AMI: ASSISTments Meets Inquiry

J Gobert, N Heffernan, C Ruiz, R Kim - Proposal NSF-DRL, 2007