Strand 2 /research/ai-institute/ en Responsible Innovation for AI Partners in Jigsaw Classrooms /research/ai-institute/2025/04/30/responsible-innovation-ai-partners-jigsaw-classrooms <span>Responsible Innovation for AI Partners in Jigsaw Classrooms</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T18:36:42-06:00" title="Wednesday, April 30, 2025 - 18:36">Wed, 04/30/2025 - 18:36</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/195" hreflang="en">Strand 2</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>Responsible Innovation for AI Partners in Jigsaw Classrooms</p><p>Authors: Doherty, E., &amp; Hirshfield, L.</p><p>Publication Date: 2025</p><p>Publication Type: Proceedings of the 18th International Conference of the Computer-Supported Collaborative Learning - CSCL 2025. International Society of the Learning Sciences, 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 00:36:42 +0000 Amy Corbitt 880 at /research/ai-institute Piecing Together Teamwork: A Responsible Approach to an LLM-based Educational Jigsaw Agent /research/ai-institute/2025/04/30/piecing-together-teamwork-responsible-approach-llm-based-educational-jigsaw-agent <span>Piecing Together Teamwork: A Responsible Approach to an LLM-based Educational Jigsaw Agent</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T18:35:04-06:00" title="Wednesday, April 30, 2025 - 18:35">Wed, 04/30/2025 - 18:35</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/195" hreflang="en">Strand 2</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>Piecing Together Teamwork: A Responsible Approach to an LLM-based Educational Jigsaw Agent</p><p>Authors: Doherty, E., Perkoff, M. E., Von Bayern, S., Zhang, R., Dey, I., Puntambekar, S., Hirshfield, L.</p><p>Publication Date: 2025</p><p>Publication Type: The ACM (Association of Computing Machinery) CHI conference on Human Factors in Computing Systems (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 00:35:04 +0000 Amy Corbitt 879 at /research/ai-institute Exploring GenAI Technologies within Collaborative Learning /research/ai-institute/2025/04/30/exploring-genai-technologies-within-collaborative-learning <span>Exploring GenAI Technologies within Collaborative Learning</span> <span><span>Amy Corbitt</span></span> <span><time datetime="2025-04-30T15:57:57-06:00" title="Wednesday, April 30, 2025 - 15:57">Wed, 04/30/2025 - 15:57</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/195" hreflang="en">Strand 2</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>Exploring GenAI Technologies within Collaborative Learning</p><p>Authors: Anderson, E., Lin, G., Farid, A., Fenech, M., Hanks, B., Klopfer, E., Doherty, E., Hirshfield, L., Ko, M., Foltz, P., W. Nguyen, H., Nguyen, V., L dovise, S., Santagata, R., Cao, L., Scardamalia, M., Soliman, D., Resendes, M., Khanlari, A., Costa, S., Chan, C.K.K., Nguyen, A.</p><p>Publication Date: 2025</p><p>Publication Type: Conference Proceedings: International Society of the Learning Sciences (ISLS 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> Wed, 30 Apr 2025 21:57:57 +0000 Amy Corbitt 867 at /research/ai-institute Interdisciplinary views of fNIRS: Current advancements, equity challenges, and an agenda for future needs of a diverse fNIRS research community /research/ai-institute/2024/07/29/interdisciplinary-views-fnirs-current-advancements-equity-challenges-and-agenda-future <span>Interdisciplinary views of fNIRS: Current advancements, equity challenges, and an agenda for future needs of a diverse fNIRS research community</span> <span><span>Anonymous (not verified)</span></span> <span><time datetime="2024-07-29T15:55:23-06:00" title="Monday, July 29, 2024 - 15:55">Mon, 07/29/2024 - 15:55</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/206" hreflang="en">2023</a> <a href="/research/ai-institute/taxonomy/term/201" hreflang="en">Journal Articles</a> <a href="/research/ai-institute/taxonomy/term/195" hreflang="en">Strand 2</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-content-media ucb-article-content-media-above"> <div> <div class="paragraph paragraph--type--media paragraph--view-mode--default"> </div> </div> </div> <div class="ucb-article-text d-flex align-items-center" itemprop="articleBody"> <div><p><a href="/research/ai-institute/media/81" data-entity-type="media" data-entity-uuid="d17e3f66-454d-476d-bccb-2d8843b2afb8" data-entity-substitution="canonical" rel="nofollow" title="doherty_et_al._-_2023_-_interdisciplinary_views_of_fnirs_current_advancem.pdf">Interdisciplinary views of fNIRS: Current advancements, equity challenges, and an agenda for future needs of a diverse fNIRS research community</a></p><p>Authors:&nbsp;Doherty, E. J., Spencer, C. A., Burnison, J., Ceko, M., Chin, J., Eloy, L., Haring, K., Kim, P., Pittman, D., Powers, S., Pugh, S. L., Roumis, D., Stephens, J., Yeh, T., and Hirshfield, L.&nbsp;</p><p>Publication Date: 2023</p><p>Publication Type: Journal:&nbsp;Frontiers in Integrative Neuroscience</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> Mon, 29 Jul 2024 21:55:23 +0000 Anonymous 823 at /research/ai-institute Dynamical Measurement of Team Resilience /research/ai-institute/2024/07/08/dynamical-measurement-team-resilience <span>Dynamical Measurement of Team Resilience</span> <span><span>Anonymous (not verified)</span></span> <span><time datetime="2024-07-08T09:54:53-06:00" title="Monday, July 8, 2024 - 09:54">Mon, 07/08/2024 - 09:54</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/201" hreflang="en">Journal Articles</a> <a href="/research/ai-institute/taxonomy/term/195" hreflang="en">Strand 2</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-content-media ucb-article-content-media-above"> <div> <div class="paragraph paragraph--type--media paragraph--view-mode--default"> </div> </div> </div> <div class="ucb-article-text d-flex align-items-center" itemprop="articleBody"> <div><p><a href="/research/ai-institute/media/75" data-entity-type="media" data-entity-uuid="18b6eaeb-082e-4200-ae4b-2eca691111f9" data-entity-substitution="canonical" rel="nofollow" title="grimm_et_al._-_2023_-_dynamical_measurement_of_team_resilience.pdf">Dynamical Measurement of Team Resilience</a></p><p>Authors:&nbsp;Grimm, D.A.P., Gorman, J.C., Cooke, N.J., Demir, M., McNeese, N.J.&nbsp;</p><p>Publication Date: 2024</p><p>Type:&nbsp;Journal of Cognitive Engineering and Decision Making</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> Mon, 08 Jul 2024 15:54:53 +0000 Anonymous 804 at /research/ai-institute Using Speech Patterns to Model the Dimensions of Teamness in Human-Agent Teams /research/ai-institute/2023/10/10/using-speech-patterns-model-dimensions-teamness-human-agent-teams <span>Using Speech Patterns to Model the Dimensions of Teamness in Human-Agent Teams</span> <span><span>Anonymous (not verified)</span></span> <span><time datetime="2023-10-10T15:21:36-06:00" title="Tuesday, October 10, 2023 - 15:21">Tue, 10/10/2023 - 15:21</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/206" hreflang="en">2023</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/195" hreflang="en">Strand 2</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-content-media ucb-article-content-media-above"> <div> <div class="paragraph paragraph--type--media paragraph--view-mode--default"> </div> </div> </div> <div class="ucb-article-text d-flex align-items-center" itemprop="articleBody"> <div><p><a href="/research/ai-institute/media/705" data-entity-type="media" data-entity-uuid="6e6cc812-87b1-47f7-99ff-db5b6681ab44" data-entity-substitution="canonical" rel="nofollow" title="Using Speech Patterns">Using Speech Patterns to Model the Dimensions of Teamness in Human-Agent Teams</a></p><p><strong>Authors:</strong>&nbsp;Doherty, E., Spencer, C. A., Eloy, L.A., Kumar, N., Dickler, R., Hirshfield, L.</p><p><strong>Publication Date:</strong> 2023</p><p><strong>Type:</strong> Conference Proceedings: <em>The</em>&nbsp;<em>25th&nbsp;ACM International Conference on Multimodal Interaction</em></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> Tue, 10 Oct 2023 21:21:36 +0000 Anonymous 700 at /research/ai-institute Designing an AI Partner for Jigsaw classrooms /research/ai-institute/2023/05/22/designing-ai-partner-jigsaw-classrooms <span>Designing an AI Partner for Jigsaw classrooms</span> <span><span>Anonymous (not verified)</span></span> <span><time datetime="2023-05-22T17:32:52-06:00" title="Monday, May 22, 2023 - 17:32">Mon, 05/22/2023 - 17:32</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/206" hreflang="en">2023</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> <a href="/research/ai-institute/taxonomy/term/195" hreflang="en">Strand 2</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-content-media ucb-article-content-media-above"> <div> <div class="paragraph paragraph--type--media paragraph--view-mode--default"> </div> </div> </div> <div class="ucb-article-text d-flex align-items-center" itemprop="articleBody"> <div><p><a href="/research/ai-institute/media/39" data-entity-type="media" data-entity-uuid="ffa0abaf-e7cb-45ad-a823-478d8f171087" data-entity-substitution="canonical" rel="nofollow" title="aiaic23_cameraready_ai4jigsaw_cao_dickler_grace_roncone_hirshfield_walker_plamer.pdf">Designing an AI Partner for Jigsaw classrooms</a></p><p><strong>Authors:&nbsp;</strong>Jie Cao, Rachel Dickler, Marie Grace, Jeffrey B. Bush, Alessandro Roncone,&nbsp;Leanne M. Hirshfield, Marilyn A. Walker, Martha S. Palmer&nbsp;</p><p><strong>Publication Date:</strong>&nbsp;2023</p><p><strong>Type:&nbsp;</strong>Proceedings of the&nbsp;Workshop on Language-Based AI Agent Interaction with Children (AIAIC'2023), Los Angeles, California</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> Mon, 22 May 2023 23:32:52 +0000 Anonymous 655 at /research/ai-institute “Beautiful Work, You’re Rock Stars!”: Teacher Analytics to Uncover Discourse that Supports or Undermines Student Motivation, Identity, and Belonging in Classrooms.  /research/ai-institute/2022/07/19/beautiful-work-youre-rock-stars-teacher-analytics-uncover-discourse-supports-or <span>“Beautiful Work, You’re Rock Stars!”: Teacher Analytics to Uncover Discourse that Supports or Undermines Student Motivation, Identity, and Belonging in Classrooms.&nbsp;</span> <span><span>Anonymous (not verified)</span></span> <span><time datetime="2022-07-19T13:30:52-06:00" title="Tuesday, July 19, 2022 - 13:30">Tue, 07/19/2022 - 13:30</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/199" hreflang="en">2022</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/195" hreflang="en">Strand 2</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-content-media ucb-article-content-media-above"> <div> <div class="paragraph paragraph--type--media paragraph--view-mode--default"> </div> </div> </div> <div class="ucb-article-text d-flex align-items-center" itemprop="articleBody"> <div><h3><a href="/research/ai-institute/media/31" data-entity-type="media" data-entity-uuid="f7fbd53d-6225-4fd5-a6c8-61a1ec2c1ee1" data-entity-substitution="canonical" rel="nofollow" title="beautifulworkyourerockstars.pdf">“Beautiful work, you’re rock stars!”: Teacher analytics to uncover discourse that supports or undermines student motivation, identity, and belonging in classrooms</a></h3><p><strong>Authors:</strong> Hunkins, N., Kelly, S., D’Mello, S. K.</p><p><strong>Publication Date:</strong> 2022&nbsp;</p><p><strong>Type:</strong> Conference Proceeding: <em>Proceedings of the 12th Learning Analytics &amp; Knowledge Conference (LAK 2022)</em></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> Tue, 19 Jul 2022 19:30:52 +0000 Anonymous 560 at /research/ai-institute Toward Automated Detection of Phase Change in Team Collaboration /research/ai-institute/2022/07/19/toward-automated-detection-phase-change-team-collaboration <span>Toward Automated Detection of Phase Change in Team Collaboration</span> <span><span>Anonymous (not verified)</span></span> <span><time datetime="2022-07-19T12:18:08-06:00" title="Tuesday, July 19, 2022 - 12:18">Tue, 07/19/2022 - 12:18</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/199" hreflang="en">2022</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/195" hreflang="en">Strand 2</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-content-media ucb-article-content-media-above"> <div> <div class="paragraph paragraph--type--media paragraph--view-mode--default"> </div> </div> </div> <div class="ucb-article-text d-flex align-items-center" itemprop="articleBody"> <div><h3><a href="/research/ai-institute/media/30" data-entity-type="media" data-entity-uuid="4be2bcf0-c65a-42b3-9fa6-3b79961d6bfb" data-entity-substitution="canonical" rel="nofollow" title="towardautomateddetection.pdf">Toward automated detection of phase change in team collaboration</a></h3><p><strong>Authors:</strong> Harrison, J., Jain, S., Dunbar, T., Gorman, J., Varma, S.</p><p><strong>Publication Date:</strong>&nbsp;2022</p><p><strong>Type:</strong>&nbsp;Conference Proceeding:&nbsp;<em>Proceedings of the 44th Annual Conference of the Cognitive Science Society</em></p><p>&nbsp;</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> Tue, 19 Jul 2022 18:18:08 +0000 Anonymous 556 at /research/ai-institute Say What? Automatic Modeling of Collaborative Problem Solving Skills from Student Speech in the Wild /research/ai-institute/2022/07/12/say-what-automatic-modeling-collaborative-problem-solving-skills-student-speech-wild <span>Say What? Automatic Modeling of Collaborative Problem Solving Skills from Student Speech in the Wild</span> <span><span>Anonymous (not verified)</span></span> <span><time datetime="2022-07-12T11:49:12-06:00" title="Tuesday, July 12, 2022 - 11:49">Tue, 07/12/2022 - 11:49</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/200" hreflang="en">2021</a> <a href="/research/ai-institute/taxonomy/term/202" hreflang="en">Conference Proceedings</a> <a href="/research/ai-institute/taxonomy/term/195" hreflang="en">Strand 2</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-content-media ucb-article-content-media-above"> <div> <div class="paragraph paragraph--type--media paragraph--view-mode--default"> </div> </div> </div> <div class="ucb-article-text d-flex align-items-center" itemprop="articleBody"> <div><h3><a href="/research/ai-institute/media/24" data-entity-type="media" data-entity-uuid="76aa475a-2ec0-40b5-9daf-5c0b6c2e4a02" data-entity-substitution="canonical" rel="nofollow" title="saywhat.pdf">Say what? Automatic modeling of collaborative problem solving skills from student speech in the wild</a></h3><p><strong>Authors:</strong>&nbsp;Pugh, S., Subburaj, S.K., Rao, A.R., Steward, A., Andrews-Todd, J., D'Mello, S.K.,&nbsp;<br><strong>Publication Date:</strong>&nbsp;06-29-2021<br><strong>Type:</strong>&nbsp;Conference Proceeding</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> Tue, 12 Jul 2022 17:49:12 +0000 Anonymous 544 at /research/ai-institute