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<!DOCTYPE html>
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<head>
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<title>Joanna Drummond</title>
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<meta name="description" content="University of Toronto PhD Candidate, Interested in Decision making under uncertainty and preference elicitation.">
<meta name="author" content="Joanna Drummond">
<meta name="keywords" content="Joanna Drummond Computer Science Artificial Intelligence Decision Making Uncertainty Preferences Elicitation">
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<li>PhD, <a href="http://www.cs.toronto.edu/">University of Toronto</a></li>
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<li class="nav-header">Research Interests</li>
<li>Decision Making under Uncertainty</li>
<li>Preference Elicitation</li>
<li>Multi-agent Systems</li>
<li>Social Choice</li>
<li>Applied Machine Learning</li>
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<a href="mailto:[email protected]">[email protected]</a>
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<a href="mailto:[email protected]">[email protected]</a>
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<h2>Publications</h2>
<p><em><a href="drummond_perrault_bacchus_aamas16.pdf">Strategy-Proofness in the Stable Matching Problem with Couples</a></em>, Perrault, A., <strong>Drummond, J.</strong>, and Bacchus, F., Proc. of the 2016 International Conference on Autonomous Agents & Multiagent Systems (AAMAS-16).
<p><em><a href="drummond_perrault_bacchus_ijcai15.pdf">SAT is an Effective and Complete Method for Solving Stable Matching Problems with Couples</a></em>, <strong>Drummond, J.</strong>, Perrault, A., and Bacchus F., Proc. of the Twenty-fourth International Joint Conference on Artificial Intelligence (IJCAI-15).
<p><em><a href="http://www.cs.toronto.edu/~cebly/Papers/drummond_boutilier_aaai14.pdf">Preference Elicitation and Interview Minimization in Stable Matchings</a></em>, <strong>Drummond, J.</strong>, and Boutilier, C., Proc. of the Twenty-eighth Conference on Artificial Intelligence (AAAI-14), pages 645-653.</p>
<p><em><a href="http://www.cs.toronto.edu/~cebly/Papers/DrummondBoutilier_MatchingMMR_ijcai13.pdf">Elicitation and Approximately Stable Matching with Partial Preferences</a></em>, <strong>Drummond, J.</strong>, and Boutilier, C., Proc. of the Twenty-third International Joint Conference on Artificial Intelligence (IJCAI-13).</p>
<p><em><a href="http://aclweb.org/anthology-new/N/N12/N12-1010.pdf">Intrinsic and Extrinsic Evaluation of an Automatic User Disengagement Detector for an Uncertainty-Adaptive Spoken Dialogue System</a></em>, Forbes-Riley, K., Litman, D., Friedberg, H., and <strong>Drummond, J.</strong>, Proc. of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2012). </p>
<p><em><a href="http://people.cs.pitt.edu/~litman/SIGDIAL201136.pdf">Examining the Impacts of Dialogue Content and System Automation on Affect Models in a Spoken Tutorial Dialogue System</a></em>, <strong>Drummond, J.</strong>, and Litman, D., Proc. of the Special Interest Group on Discourse and Dialogue (SIGDIAL) 2011 conference, pages 312--318.</p>
<p><em>A State Transition Model for Student Online Discussions</em>, Seo, S.W., Kang, J.H., <strong>Drummond, J.</strong>, and Kim, J., Proc. of the 17th Conference on Knowledge Discovery and Data Mining (AMC SIGKDD 2011) Workshop on Knowledge Discovery in Educational Data.</p>
<p><em><a href="http://www.isi.edu/~jihie/papers/StateModel-AIED-2011.pdf">Using Graphical Models to Classify Dialogue Transition in Online Q&A Discussions</a></em>, Seo, S.W., Kang, J.H., <strong>Drummond, J.</strong>, and Kim, J., Proc of the 15th International Conference on Artificial Intelligence in Education (AIED 2011), pages 550-553.</p>
<p><em>Role of Elaborated Answers on Degrees of Student Participation in an Online Question-Answer Discussion Forum</em>, <strong>Drummond, J.</strong>, and Kim, J., Presented at 2011 Annual Meeting of the American Educational Research Association (AERA).</p>
<p><em><a href="http://people.cs.pitt.edu/~litman/60950306.pdf?">In the Zone: Towards Detecting Student Zoning Out using Supervised Machine Learning</a></em>, <strong>Drummond, J.</strong>, and Litman, D., Proc. of the 10th International Conference on Intelligent Tutoring Systems (ITS 2010), pages 306-308.</p>
<p><em><a href="http://people.cs.pitt.edu/~litman/paper_179.pdf">Evidence of Misunderstandings in Tutorial Dialogue and their Impact on Learning</a></em>, Jordan, P., Litman, D., Lipschultz, M., and <strong>Drummond, J.</strong>, Proc. of the 14th International Conference on Artificial Intelligence in Education (AIED 2009), pages 125--132.</p>
<h2>Working Papers</h2>
<p><em><a href="http://www.cs.toronto.edu/~bor/Papers/geb-rev.pdf"> A Natural Equilibrium for Stable Matching with an Interviewing Budget</a></em>, <strong> Drummond, J.</strong>, Lev, O., Borodin, A., and Larson, K. Submitted for publication in Games and Economic Behavior. November 2021. </p>
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