/research/ai-institute/ en /research/ai-institute/2025/05/01/relationship-between-collaborative-problem-solving-skills-and-group-individual-learning <span>The Relationship between Collaborative Problem-Solving Skills and Group-to Individual Learning Transfer in a Game-based Learning Environment</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-05-01T12:02:37-06:00" title="Thursday, May 1, 2025 - 12:02">Thu, 05/01/2025 - 12:02</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/226" hreflang="en">2025</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>The Relationship between Collaborative Problem-Solving Skills and Group to Individual Learning Transfer in a Game-based Learning Environment</p><p>Authors: Sun, C., Shute, V., Stewart, A., &amp; D’Mello, S. K.</p><p>Publication Date: 2025</p><p>Publication Type: In Proceedings of the 2025 International Conference on Learning Analytics &amp; Knowledge (LAK25) ACM.</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 18:02:37 +0000 Amy Corbitt 905 at /research/ai-institute /research/ai-institute/2025/05/01/propbank-goes-public-incorporation-wikidata <span>PropBank goes Public: Incorporation into Wikidata</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-05-01T12:00:36-06:00" title="Thursday, May 1, 2025 - 12:00">Thu, 05/01/2025 - 12:00</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/209" hreflang="en">2024</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>PropBank goes Public: Incorporation into Wikidata</p><p>Authors: Spaulding, E., Conger, K., Gershman, A., Morshed, M., Brown, S., Pustejovsky, J., Uceda-Sosa, R., Ge, S., &amp; Palmer, M.</p><p>Publication Date: 2024</p><p>Publication Type: In Proceedings of The 18th Linguistic Annotation Workshop (LAW-XVIII).</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 18:00:36 +0000 Amy Corbitt 904 at /research/ai-institute /research/ai-institute/2025/05/01/improving-tutor-discourse-practices-ai-enhanced-coaching-piecewise-latent-growth-curve <span>Improving Tutor Discourse Practices via AI-Enhanced Coaching: A Piecewise Latent Growth Curve Modeling Approach</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-05-01T11:58:51-06:00" title="Thursday, May 1, 2025 - 11:58">Thu, 05/01/2025 - 11:58</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/226" hreflang="en">2025</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>Improving Tutor Discourse Practices via AI-Enhanced Coaching: A Piecewise Latent Growth Curve Modeling Approach</p><p>Authors: Sawaya, S., Jacobs, J., Moulder, R., Milne, B., Fischaber, T., D'Mello, S. K.</p><p>Publication Date: 2025</p><p>Publication Type: 26th International Conference on Artificial Intelligence in Education (AIED 2025).</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 17:58:51 +0000 Amy Corbitt 903 at /research/ai-institute /research/ai-institute/2025/05/01/understanding-collaborative-learning-processes-and-outcomes-through-student-discourse <span>Understanding Collaborative Learning Processes and Outcomes Through Student Discourse Dynamics</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-05-01T10:40:54-06:00" title="Thursday, May 1, 2025 - 10:40">Thu, 05/01/2025 - 10:40</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/226" hreflang="en">2025</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>Understanding Collaborative Learning Processes and Outcomes Through Student Discourse Dynamics</p><p>Authors: Park, S., Nixon, N., D'Mello, S. K., Shariff, D., &amp; Choi, J.</p><p>Publication Date: 2025</p><p>Publication Type: Proceedings of the 15th International Learning Analytics and Knowledge Conference (LAK 2025).</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 16:40:54 +0000 Amy Corbitt 899 at /research/ai-institute /research/ai-institute/2025/05/01/efficacy-computer-tutor-models-expert-human-tutors <span>Efficacy of a Computer Tutor that Models Expert Human Tutors</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-05-01T10:28:56-06:00" title="Thursday, May 1, 2025 - 10:28">Thu, 05/01/2025 - 10:28</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/226" hreflang="en">2025</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>Efficacy of a Computer Tutor that Models Expert Human Tutors</p><p>Authors: Olney, A., D'Mello, S. K., Person, N., Cade, W., Hays, P., Dempsey, C., Lehman, B., Sanders, B., &amp; Graesser, A.</p><p>Publication Date: 2025</p><p>Publication Type: 26th International Conference on Artificial Intelligence in Education (AIED 2025).</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 16:28:56 +0000 Amy Corbitt 896 at /research/ai-institute /research/ai-institute/2025/04/30/classifying-tutor-discursive-moves-scale-mathematics-classrooms-large-language-models <span>Classifying tutor discursive moves at scale in mathematics classrooms with large language models</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T19:47:32-06:00" title="Wednesday, April 30, 2025 - 19:47">Wed, 04/30/2025 - 19:47</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/209" hreflang="en">2024</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>Classifying tutor discursive moves at scale in mathematics classrooms with large language models</p><p>Authors: Moreau-Pernet, B., Tian, Y., Sawaya, S., Foltz, P., Cao, J., Milne, B., &amp; Christie, T.</p><p>Publication Date: 2024</p><p>Publication Type: In Proceedings of the Eleventh ACM Conference on Learning@ Scale.</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 01:47:32 +0000 Amy Corbitt 891 at /research/ai-institute /research/ai-institute/2025/04/30/mosaic-protocol-analyzing-small-group-work-gain-insights-collaboration-support-middle <span>MOSAIC protocol: analyzing small group work to gain insights into collaboration support for middle school STEM classrooms</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T19:23:24-06:00" title="Wednesday, April 30, 2025 - 19:23">Wed, 04/30/2025 - 19:23</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/209" hreflang="en">2024</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>MOSAIC protocol: analyzing small group work to gain insights into collaboration support for middle school STEM classrooms. In J. Clarke-Midura, I. Kollar, X. Gu, &amp; C. M. D’Angelo (Eds.)</p><p>Authors: Hoang, N., Bush, J. B., Dey, I., Watts, E., Clevenger, C., &amp; Penuel, W. R. (2024)</p><p>Publication Date: 2024</p><p>Publication Type: Proceedings of the 17th International Conference on Computer-Supported Collaborative Learning (CSCL). International Society of the Learning Sciences.</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 01:23:24 +0000 Amy Corbitt 885 at /research/ai-institute /research/ai-institute/2025/04/30/it-feels-were-not-meeting-criteria-examining-and-mitigating-cascading-effects-bias <span>"It feels like we're not meeting the criteria": Examining and Mitigating the Cascading Effects of Bias in Automatic Speech Recognition in Automatic Feedback Interfaces</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T18:41:00-06:00" title="Wednesday, April 30, 2025 - 18:41">Wed, 04/30/2025 - 18:41</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/226" hreflang="en">2025</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>"It feels like we're not meeting the criteria": Examining and Mitigating the Cascading Effects of Bias in Automatic Speech Recognition in Automatic Feedback Interfaces</p><p>Authors: Ezema, K., Chandler, C., Southwell, R., Cholendiran, N., &amp; D'Mello, S. K.</p><p>Publication Date: 2025</p><p>Publication Type: In Proceedings of the 2025 ACM Conference on Human Factors in Computing Systems (ACM CHI 2025).</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 00:41:00 +0000 Amy Corbitt 881 at /research/ai-institute /research/ai-institute/2025/04/30/visualizing-collaboration-using-multiple-modalities <span>Visualizing Collaboration Using Multiple Modalities</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T18:30:16-06:00" title="Wednesday, April 30, 2025 - 18:30">Wed, 04/30/2025 - 18:30</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/226" hreflang="en">2025</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>Visualizing Collaboration Using Multiple Modalities</p><p>Authors: Dey, I., Ko, M., &amp; Puntambekar, S.</p><p>Publication Date: 2025</p><p>Publication Type: Proceedings of the 18th International Conference of the Computer-Supported Collaborative Learning.</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 00:30:16 +0000 Amy Corbitt 878 at /research/ai-institute /research/ai-institute/2025/04/30/examining-support-moments-conversational-ai-partner <span>Examining Support Moments with a Conversational AI Partner</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T18:27:28-06:00" title="Wednesday, April 30, 2025 - 18:27">Wed, 04/30/2025 - 18:27</time> </span> <div role="contentinfo" class="container ucb-article-categories" itemprop="about"> <span class="visually-hidden">Categories:</span> <div class="ucb-article-category-icon" aria-hidden="true"> <i class="fa-solid fa-folder-open"></i> </div> <a href="/research/ai-institute/taxonomy/term/127"> Publications </a> </div> <div role="contentinfo" class="container ucb-article-tags" itemprop="keywords"> <span class="visually-hidden">Tags:</span> <div class="ucb-article-tag-icon" aria-hidden="true"> <i class="fa-solid fa-tags"></i> </div> <a href="/research/ai-institute/taxonomy/term/226" hreflang="en">2025</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/194" hreflang="en">Institute-Wide</a> </div> <div class="ucb-article-content ucb-striped-content"> <div class="container"> <div class="paragraph paragraph--type--article-content paragraph--view-mode--default"> <div class="ucb-article-text" itemprop="articleBody"> <div><p>Examining Support Moments with a Conversational AI Partner</p><p>Authors: Dey, I., Doherty, E., Zhang, R., Hoang, N., Bush, J. B., Hirshfield, L., &amp; Puntambekar, S.</p><p>Publication Date: 2025</p><p>Publication Type: Proceedings of the 18th International Conference of the Computer-Supported Collaborative Learning (CSCL 2025)</p></div> </div> </div> </div> </div> <h2> <div class="paragraph paragraph--type--ucb-related-articles-block paragraph--view-mode--default"> <div>Off</div> </div> </h2> <div>Traditional</div> <div>0</div> <div>On</div> <div>White</div> Thu, 01 May 2025 00:27:28 +0000 Amy Corbitt 877 at /research/ai-institute