David Williamson Shaffer

Orcid: 0000-0001-9613-5740

Affiliations:
  • University of Wisconsin-Madison, Department of Educational Psychology, USA


According to our database1, David Williamson Shaffer authored at least 93 papers between 1997 and 2024.

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Bibliography

2024
Team Cognition in Handoffs: Relating System Factors, Team Cognition Functions and Outcomes in Two Handoff Processes.
Hum. Factors, January, 2024

Revealing Networks: Understanding Effective Teacher Practices in AI-Supported Classrooms using Transmodal Ordered Network Analysis.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

2023
Dissecting learning tactics in MOOC using ordered network analysis.
J. Comput. Assist. Learn., February, 2023

Network Analytics to Unveil Links of Learning Strategies, Time Management, and Academic Performance in a Flipped Classroom.
J. Learn. Anal., 2023

Qualitative Parameter Triangulation: A Formulated Approach to Parameterize Multimodal Models.
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

Analysing Verbal Communication in Embodied Team Learning Using Multimodal Data and Ordered Network Analysis.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022
Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond.
Comput. Hum. Behav., 2022

Modeling Collaborative Discourse with ENA Using a Probabilistic Function.
Proceedings of the Advances in Quantitative Ethnography - 4th International Conference, 2022

Ordered Network Analysis.
Proceedings of the Advances in Quantitative Ethnography - 4th International Conference, 2022

Is QE Just ENA?
Proceedings of the Advances in Quantitative Ethnography - 4th International Conference, 2022

Multiclass Rotations in Epistemic Network Analysis.
Proceedings of the Advances in Quantitative Ethnography - 4th International Conference, 2022

Does Active Learning Reduce Human Coding?: A Systematic Comparison of Neural Network with nCoder.
Proceedings of the Advances in Quantitative Ethnography - 4th International Conference, 2022

LSTM Neural Network Assisted Regex Development for Qualitative Coding.
Proceedings of the Advances in Quantitative Ethnography - 4th International Conference, 2022

CoFrame: A System for Training Novice Cobot Programmers.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022

Neural Recall Network: A Neural Network Solution to Low Recall Problem in Regex-based Qualitative Coding.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

2021
Epistemic Network Analysis Visualization.
Proceedings of the Advances in Quantitative Ethnography - Third International Conference, 2021

Zero Re-centered Projection: An Alternative Proposal for Modeling Empty Networks in ENA.
Proceedings of the Advances in Quantitative Ethnography - Third International Conference, 2021

Deliberation as an Epistemic Network: A Method for Analyzing Discussion.
Proceedings of the Advances in Quantitative Ethnography - Third International Conference, 2021

2020
Assessing individual contributions to Collaborative Problem Solving: A network analysis approach.
Comput. Hum. Behav., 2020

iSENS: an integrated approach to combining epistemic and social network analyses.
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Testing the reliability of inter-rater reliability.
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

Simplification of Epistemic Networks Using Parsimonious Removal with Interpretive Alignment.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

Safety First: Developing a Model of Expertise in Collaborative Robotics.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

How We Code.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

Professional Decision Making: Reframing Teachers' Work Using Epistemic Frame Theory.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

Incorporating Sentiment Analysis with Epistemic Network Analysis to Enhance Discourse Analysis of Twitter Data.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

Directed Epistemic Network Analysis.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

Using Topic Modeling for Code Discovery in Large Scale Text Data.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

Trajectories in Epistemic Network Analysis.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

The Mathematical Foundations of Epistemic Network Analysis.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020

Pre-Service Teachers' Diagnostic Argumentation: What is the Role of Conceptual Knowledge and Cross-Domain Epistemic Activities?
Proceedings of the Interdisciplinarity in the Learning Sciences: Proceedings of the 14th International Conference of the Learning Sciences, 2020

Collaborative or Simply Uncaged? Understanding Human-Cobot Interactions in Automation.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
SENS: Network analytics to combine social and cognitive perspectives of collaborative learning.
Comput. Hum. Behav., 2019

Understanding when students are active-in-thinking through modeling-in-context.
Br. J. Educ. Technol., 2019

Designing an Interface for Sharing Quantitative Ethnographic Research Data.
Proceedings of the Advances in Quantitative Ethnography - First International Conference, 2019

Cause and Because: Using Epistemic Network Analysis to Model Causality in the Next Generation Science Standards.
Proceedings of the Advances in Quantitative Ethnography - First International Conference, 2019

nCoder+: A Semantic Tool for Improving Recall of nCoder Coding.
Proceedings of the Advances in Quantitative Ethnography - First International Conference, 2019

Does Order Matter? Investigating Sequential and Cotemporal Models of Collaboration.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

Reading for Breadth, Reading for Depth: Understanding the Relationship Between Reading and Complex Thinking Using Epistemic Network Analysis.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

Location, Location, Location: The Effects of Place in Place-Based Simulations.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

Finding Common Ground: A Method for Measuring Recent Temporal Context in Analyses of Complex, Collaborative Thinking.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

The Binary Replicate Test: Determining the Sensitivity of CSCL Models to Coding Error.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

2018
When coding-and-counting is not enough: using epistemic network analysis (ENA) to analyze verbal data in CSCL research.
Int. J. Comput. Support. Collab. Learn., 2018

A network analytic approach to gaze coordination during a collaborative task.
Comput. Hum. Behav., 2018

Supporting teachers' intervention in students' virtual collaboration using a network based model.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

Virtual Learning Environments for Promoting Self Transformation: Iterative Design and Implementation of Philadelphia Land Science.
Proceedings of the Immersive Learning Research Network - 4th International Conference, 2018

Toward a Taxonomy of Team Performance Visualization Tools.
Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

A Method for Determining the Extent of Recent Temporal Context in Analyses of Complex, Collaborative Thinking.
Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

Impact of Corpus Size and Dimensionality of LSA Spaces from Wikipedia Articles on AutoTutor Answer Evaluation.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

2017
In Search of Conversational Grain Size: Modeling Semantic Structure using Moving Stanza Windows.
J. Learn. Anal., December, 2017

Gaining Insight by Transforming Between Temporal Representations of Human Interaction.
J. Learn. Anal., December, 2017

Automating the Detection of Reflection-on-Action.
J. Learn. Anal., July, 2017

Data-enabled cognitive modeling: Validating student engineers' fuzzy design-based decision-making in a virtual design problem.
Comput. Appl. Eng. Educ., 2017

Markov Analysis of Students' Professional Skills in Virtual Internships.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Modeling Classifiers for Virtual Internships Without Participant Data.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Epistemic Network Analysis and Topic Modeling for Chat Data from Collaborative Learning Environment.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Can We Rely on IRR? Testing the Assumptions of Inter-Rater Reliability.
Proceedings of the 12th International Conference on Computer Supported Collaborative Learning, 2017

Collaborative and Individual Scientific Reasoning of Pre-Service Teachers: New Insights Through Epistemic Network Analysis (ENA).
Proceedings of the 12th International Conference on Computer Supported Collaborative Learning, 2017

2016
A Tutorial on Epistemic Network Analysis: Analyzing the Structure of Connections in Cognitive, Social, and Interaction Data.
J. Learn. Anal., December, 2016

Local Versus Global Connection Making in Discourse.
Proceedings of the Transforming Learning, 2016

Assessing Student-Generated Design Justifications in Virtual Engineering Internships.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

2015
Why Theory Matters More than Ever in the Age of Big Data.
J. Learn. Anal., December, 2015

Stop talking and type: comparing virtual and face-to-face mentoring in an epistemic game.
J. Comput. Assist. Learn., 2015

Epistemography and Professional CSCL Environment Design.
Proceedings of the 11th International Conference on Computer Supported Collaborative Learning, 2015

2014
Question Asking During Collaborative Problem Solving in an Online Game Environment.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

Analytics for Learning and Becoming in Practice.
Proceedings of the Learning and Becoming in Practice: Proceedings of the 11th International Conference of the Learning Sciences, 2014

Epistemic Networks for Epistemic Commitments.
Proceedings of the Learning and Becoming in Practice: Proceedings of the 11th International Conference of the Learning Sciences, 2014

2013
Automating the Mentor in a Serious Game: A Discourse Analysis Using Finite State Machines.
Proceedings of the HCI International 2013 - Posters' Extended Abstracts, 2013

Measuring Collaborative Thinking Using Epistemic Network Analysis.
Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013

Epistemic Trajectories: Mentoring in a Game Design Practicum.
Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013

Measuring Social Identity Development in Epistemic Games.
Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013

A Simulation-Based Approach for Increasing Women in Engineering.
Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013

AutoMentor: Artificial Intelligent Mentor in Educational Game.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

2012
Exploring Connectedness: Applying ENA to Teacher Knowledge.
Proceedings of the Future of Learning: Proceedings of the 10th International Conference of the Learning Sciences, 2012

Epistemic Mentoring in Virtual and Face-to-Face Environments.
Proceedings of the Future of Learning: Proceedings of the 10th International Conference of the Learning Sciences, 2012

2011
Mentor modeling: the internalization of modeled professional thinking in an epistemic game.
J. Comput. Assist. Learn., 2011

Collaborating in a Virtual Engineering Internship.
Proceedings of the 9th International Conference on Computer Supported Collaborative Learning, 2011

2010
The epistemography of journalism 335: complexity in developing journalistic expertise.
Proceedings of the Learning in the Disciplines: Proceedings of the 9th International Conference of the Learning Sciences, 2010

The epistemography of urban and regional planning 912: appropriation in the face of resistance.
Proceedings of the Learning in the Disciplines: Proceedings of the 9th International Conference of the Learning Sciences, 2010

2009
When People Get in the Way: Promoting Civic Thinking Through Epistemic Gameplay.
Int. J. Gaming Comput. Mediat. Simulations, 2009

2008
Reflection in professional play.
Proceedings of the Cre8ing a learning world: Proceedings of the 8th International Conference for the Learning Sciences, 2008

2006
Epistemic frames for epistemic games.
Comput. Educ., 2006

Engineering Girls Gone Wild: Developing an Engineering Identity in Digital Zoo.
Proceedings of the Making a Difference...: Proceedings of the 7th International Conference for the Learning Sciences, 2006

Berta's Tower: Developing Conceptual Physics Understanding One Exploratoid at a Time.
Proceedings of the Making a Difference...: Proceedings of the 7th International Conference for the Learning Sciences, 2006

The Pasteurization of Education.
Proceedings of the Making a Difference...: Proceedings of the 7th International Conference for the Learning Sciences, 2006

Press Play: Designing an Epistemic Game Engine for Journalism.
Proceedings of the Making a Difference...: Proceedings of the 7th International Conference for the Learning Sciences, 2006

Theorizing Games in/and Education.
Proceedings of the Making a Difference...: Proceedings of the 7th International Conference for the Learning Sciences, 2006

2005
Why <i>all</i> CSL is CL: distributed mind and the future of computer supported collaborative learning.
Proceedings of the Next 10 Years! Proceedings of the 2005 Conference on Computer Support for Collaborative Learning, 2005

2004
Learning, Testing, and the Evaluation of Learning Environments in Medicine: Global Performance Assessment in Medical Education.
Interact. Learn. Environ., 2004

Berta's Tower: Understanding Physics Through Virtual Engineering.
Proceedings of the Embracing Diversity in the Learning Sciences: Proceedings of the 6th International Conference for the Learning Sciences, 2004

Epistemic Frames and Islands of Expertise: Learning from Infusion Experiences.
Proceedings of the Embracing Diversity in the Learning Sciences: Proceedings of the 6th International Conference for the Learning Sciences, 2004

We Built This City: Developing Students' Understanding of Ecology Through the Professional Practice of Urban Planning.
Proceedings of the Embracing Diversity in the Learning Sciences: Proceedings of the 6th International Conference for the Learning Sciences, 2004

1997
Design, collaboration, and computation: the design studio as a model for computer supported collaboration in mathematics.
Proceedings of the 2nd International Conference on Computer Support for Collaborative Learning, 1997


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