
{"id":61,"date":"2021-12-01T15:42:47","date_gmt":"2021-12-01T15:42:47","guid":{"rendered":"https:\/\/educationaldatamining.org\/edm2022\/?page_id=61"},"modified":"2022-07-25T16:47:55","modified_gmt":"2022-07-25T16:47:55","slug":"schedule","status":"publish","type":"page","link":"https:\/\/educationaldatamining.org\/edm2022\/schedule\/","title":{"rendered":"Schedule\uff08Time Zone: UTC +1\uff09"},"content":{"rendered":"\n<p>Your <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/\">quick WHOVA link here<\/a> (your registrant&#8217;s passcode was sent in an email)<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/educationaldatamining.org\/edm2022\/wp-content\/uploads\/sites\/6\/2022\/07\/EDM-1024x614.png\" alt=\"\" class=\"wp-image-658\" srcset=\"https:\/\/educationaldatamining.org\/edm2022\/wp-content\/uploads\/sites\/6\/2022\/07\/EDM-1024x614.png 1024w, https:\/\/educationaldatamining.org\/edm2022\/wp-content\/uploads\/sites\/6\/2022\/07\/EDM-300x180.png 300w, https:\/\/educationaldatamining.org\/edm2022\/wp-content\/uploads\/sites\/6\/2022\/07\/EDM-768x460.png 768w, https:\/\/educationaldatamining.org\/edm2022\/wp-content\/uploads\/sites\/6\/2022\/07\/EDM-1536x921.png 1536w, https:\/\/educationaldatamining.org\/edm2022\/wp-content\/uploads\/sites\/6\/2022\/07\/EDM.png 1722w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Opening<br>Session: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508571\">Opening Ceremony<\/a><br>Session Chair: Alexandra Cristea<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>)<br>Time: 8:30-9:20<br>Room: TLC042<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">Session: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508618\">Best IAALDE paper \/ JEDM paper<\/a><br>Session Chair: Alexandra Cristea<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 9:30-10:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>Recommendations for Orchestration of Formative Assessment Sequences: a Data-driven Approach<\/td><td>Rialy Andriamiseza, Julien Broisin, Franck Silvestre<\/td><\/tr><tr><td>Assessing the knowledge state of online students &#8211; new data, new approaches, improved accuracy<\/td><td>Robin Schmucker, Jingbo Wang, Shijia Hu, Tom Mitchell<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 1 (Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508614\">New techniques for mining educational data 1<\/a><br>Session Chair: Vasile Rus<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 9:30-10:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>118<\/td><td>Simulating Policy Changes in Prerequisite-Free Curricula: A Supervised Data-Driven Approach<\/td><td>Frederik Baucks and Laurenz Wiskott<\/td><\/tr><tr><td>59<\/td><td>Evaluating Gaming Detector Models For Robustness Over Time<\/td><td>Nathan Levin, Ryan Baker, Nidhi Nasiar, Stephen Fancsali and Stephen Hutt<\/td><\/tr><tr><td>42<\/td><td>An Evaluation of code2vec Embeddings for Scratch<\/td><td>Benedikt Fein, Isabella Gra\u00dfl, Florian Beck and Gordon Fraser<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 2 (Full papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508619\">Knowledge and performance modeling 1<\/a><br>Session Chair: Tanja K\u00e4ser<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 11:00-12:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>51<\/td><td>Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs<\/td><td>Vinitra Swamy, Bahar Radmehr, Natasa Krco, Mirko Marras and Tanja K\u00e4ser<\/td><\/tr><tr><td>78<\/td><td>Generalisable Methods for Early Prediction in Interactive Simulations for Education<\/td><td>Jade Ma\u00ef Cock, Mirko Marras, Christian Giang and Tanja K\u00e4ser<\/td><\/tr><tr><td>80<\/td><td>Toward Better Grade Prediction via A2GP &#8211; An Academic Achievement Inspired Predictive Model<\/td><td>Wei Qiu, S. Supraja and Andy W. H. Khong<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 3 (Full papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508623\">Assessment<\/a><br>Session Chair: Neil Heffernan<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 11:00-12:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>84<\/td><td>Individual Fairness Evaluation for Automated Essay Scoring System<\/td><td>Afrizal Doewes, Akrati Saxena, Yulong Pei and Mykola Pechenizkiy<\/td><\/tr><tr><td>54<\/td><td>Automatic Short Math Answer Grading via In-context Meta-learning<\/td><td>Mengxue Zhang, Sami Baral, Neil Heffernan and Andrew Lan<\/td><\/tr><tr><td>63<\/td><td>Enhancing Stealth Assessment in Game-Based Learning Environments with Generative Zero-Shot Learning<\/td><td>Nathan Henderson, Halim Acosta, Wookhee Min, Bradford Mott, Trudi Lord, Frieda Reichsman, Chad Dorsey, Eric Wiebe and James Lester<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Keynote: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508572\">EDM Keynote 1: Ren\u00e9 Kizilcec<\/a><br>Session Chair: Nigel Bosch <br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 13:30-14:30<br>Room: TLC042 <\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">Session 4 (Full papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508627\">Reading comprehension<\/a><br>Session Chair: Art Graesser <br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 14:30-15:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>56<\/td><td>Going Deep and Far: Gaze-based Models Predict Multiple Depths of Comprehension During and One Week Following Reading<\/td><td>Megan Caruso, Candace Peacock, Rosy Southwell, Guojing Zhou and Sidney D&#8217;Mello<\/td><\/tr><tr><td>62<\/td><td>Predicting Reading Comprehension Scores of Elementary School Students<\/td><td>Yuyang Nie, Helene Deacon, Alona Fyshe and Carrie Demmans Epp<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 5 (Full papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508630\">New techniques for mining educational data 2<\/a><br>Session Chair: Noboru Matsuda<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 14:30-15:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>53<\/td><td>Addressing Competing Objectives in Allocating Funds to Scholarships and Need-based Financial Aid<\/td><td>Vinthuy Phan, Laura Wright and Bridgette Decent<\/td><\/tr><tr><td>108<\/td><td>Neural Recall Network: A Neural Network Solution to Low Recall Problem in Regex-based Qualitative Coding<\/td><td>Zhiqiang Cai, Cody Marquart and David Shaffer<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 6 (Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508633\">Programming<\/a><br>Session Chair: Peter Brusilovsky<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 16:00-18:00<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td> ID <\/td><td> Title <\/td><td> Authors <\/td><\/tr><tr><td>151<\/td><td>Admitting you have a problem is the first step: Modeling when and why students seek help in programming assignments.<\/td><td>Zhikai Gao, Bradley Erickson, Yiqiao Xu, Collin Lynch, Sarah Heckman and Tiffany Barnes<\/td><\/tr><tr><td>52<\/td><td>Improving problem detection in peer assessment through pseudo-labeling using semi-supervised learning<\/td><td>Chengyuan Liu, Jialin Cui, Ruixuan Shang, Yunkai Xiao, Qinjin Jia and Edward Gehringer<\/td><\/tr><tr><td>105<\/td><td>From {Solution} Synthesis to {Student Attempt} Synthesis for Block-Based Visual Programming Tasks<\/td><td>Adish Singla and Nikitas Theodoropoulos<\/td><\/tr><tr><td>43<\/td><td>Investigating the effect of Automated Feedback on learning behavior in MOOCs for programming<\/td><td>Hagit Gabbay and Anat Cohen<\/td><\/tr><tr><td>74<\/td><td>Is there Method in Your Mistakes? Capturing Error Contexts by Graph Mining for Targeted Feedback<\/td><td>Maximilian Jahnke and Frank H\u00f6ppner<\/td><\/tr><tr><td>153<\/td><td>Going beyond \u201cGood job\u201d: Analyzing helpful feedback from students\u2019 perspectives.<\/td><td>M Parvez Rashid, Yunkai Xiao and Edward F. Gehringer<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 7 (Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508640\">Knowledge and performance modeling 2<\/a><br>Session Chair: Danielle McNamara<br>Date: 24\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 16:00-18:00<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td> ID <\/td><td> Title <\/td><td> Authors <\/td><\/tr><tr><td>97<\/td><td>Grade Prediction via Prior Grades and Text Mining on Course Descriptions: Course Outlines and Intended Learning Outcomes<\/td><td>Jiawei Li, S. Supraja, Wei Qiu and Andy W. H. Khong<\/td><\/tr><tr><td>9<\/td><td>Improving Peer Assessment with Graph Neural Networks<\/td><td>Alireza A. Namanloo, Julie Thorpe and Amirali Salehi-Abari<\/td><\/tr><tr><td>126<\/td><td>Using Markov Models and Random Walks to Examine Strategy Use of More or Less Successful Comprehenders<\/td><td>Katerina Christhilf, Natalie Newton, Reese Butterfuss, Kathryn S. McCarthy, Laura K. Allen, Joseph P. Magliano and Danielle S. McNamara<\/td><\/tr><tr><td>40<\/td><td>Towards Real Interpretability of Student Success Prediction Combining Methods of XAI and Social Science<\/td><td>Lea Cohausz<\/td><\/tr><tr><td>120<\/td><td>Modeling One-on-one Online Tutoring Discourse using an Accountable Talk Framework<\/td><td>Renu Balyan, Tracy Arner, Karen Taylor, Jinnie Shin, Michelle Banawan, Walter Leite and Danielle McNamara<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 8 (Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508580\">New techniques for mining educational data 2<\/a><br>Session Chair: Mladen Rakovic<br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 8:30-9:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>31<\/td><td>Adversarial bandits for drawing generalizable conclusions in non-adversarial experiments: an empirical study<\/td><td>Yang Zhi-Han, Shiyue Zhang and Anna Rafferty<\/td><\/tr><tr><td>195<\/td><td>Automatic Classification of Learning Objectives Based on Bloom\u2019s Taxonomy<\/td><td>Yuheng Li, Mladen Rakovic, Boon Xin Poh, Dragan Gasevic and Guanliang Chen<\/td><\/tr><tr><td>130<\/td><td>No Meaning Left Unlearned: Predicting Learners\u2019 Knowledge of Atypical Meanings of Words from Vocabulary Tests for Their Typical Meanings<\/td><td>Yo Ehara<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 9 (Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508584\">Knowledge and performance modeling 3<\/a><br>Session Chair: Ana\u00efs Tack<br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 8:30-9:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>107<\/td><td>Mining Assignment Submission Time to Detect At-Risk Students with Peer Information<\/td><td>Yuancheng Wang, Nanyu Luo and Jianjun Zhou<\/td><\/tr><tr><td>20<\/td><td>Investigating Growth of Representational Competencies by Knowledge-Component Model<\/td><td>Jihyun Rho, Martina Rau and Barry Vanveen<\/td><\/tr><tr><td>168<\/td><td>The AI Teacher Test: Measuring the Pedagogical Ability of Blender and GPT-3 in Educational Dialogues<\/td><td>Ana\u00efs Tack and Chris Piech<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Keynote: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508573\">EDM Keynote 2: Judy Robertson<\/a><br>Session Chair: Tanja Mitrovic<br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 9:30-10:30<br>Room: TLC042  <\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">Session 10 (Full papers):<a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508618\"> <\/a><a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508588\">Automated detectors<\/a><br>Session Chair: Anthony Botelho<br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 11:00-12:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>35<\/td><td>Detecting SMART Model Cognitive Operations in Mathematical Problem-Solving Process<\/td><td>Jiayi Zhang, Juliana Ma. Alexandra L. Andres, Stephen Hutt, Ryan S. Baker, Jaclyn Ocumpaugh, Caitlin Mills, Jamiella Brooks, Sheela Sethuraman and Tyron Young<\/td><\/tr><tr><td>141<\/td><td>Predicting Cognitive Engagement in Online Course Discussion Forums<\/td><td>Guher Gorgun, Seyma Nur Yildirim-Erbasli and Carrie Demmans Epp<\/td><\/tr><tr><td>125<\/td><td>Item Response Theory-Based Gaming Detection<\/td><td>Yun Huang, Steven Dang, J. Elizabeth Richey, Michael Asher, Nikki G. Lobczowski, Danielle Chine, Elizabeth A. McLaughlin, Judith M. Harackiewicz, Vincent Aleven and Kenneth Koedinger<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 11 (Full papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508593\">Deriving representations of domain knowledge from data<\/a><br>Session Chair: Benjamin Paa\u00dfen<br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 11:00-12:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>7<\/td><td>Insta-Reviewer: A Data-Driven Approach for Generating Instant Feedback on Students&#8217; Project Reports<\/td><td>Qinjin Jia, Mitchell Young, Yunkai Xiao, Jialin Cui, Chengyuan Liu, Parvez Rashid and Edward Gehringer<\/td><\/tr><tr><td>37<\/td><td>SQL-DP:A Novel Difficulty Prediction Framework for SQL Programming Problems<\/td><td>Jia Xu, Tingting Wei and Pin Lv<\/td><\/tr><tr><td>10<\/td><td>Sparse Factor Autoencoders for Item Response Theory<\/td><td>Benjamin Paa\u00dfen, Malwina Dywel, Melanie Fleckenstein and Niels Pinkwart<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508597\">Doctoral Consortium<\/a><br>Session Chairs: Carol Forsyth, Neil Heffernan<br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 13:30-15:30<br>Room: TLC026<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>34<\/td><td>Identifying Explanations Within Student-Tutor Chat Logs<\/td><td>Ethan Prihar,&nbsp;Alexander Moore&nbsp;and&nbsp;Neil Heffernan<\/td><\/tr><tr><td>201<\/td><td>Detecting When a Learner Requires Assistance with Programming and Delivering a Useful Hint<\/td><td>Marcus Messer<\/td><\/tr><tr><td>209<\/td><td>A Paraphrase Identification Approach in Paragraph length texts<\/td><td>Arwa Al Saqaabi, Craig Stewart, Eleni Akrida and Alexandra Cristea<\/td><\/tr><tr><td>212<\/td><td>Investigating learners\u2019 Cognitive Engagement in Python Programming using ICAP framework<\/td><td>Daevesh Singh and Ramkumar Rajendran<\/td><\/tr><tr><td>213<\/td><td>Improving Automated Assessment and Feedback for Student Open-responses in Mathematics<\/td><td>Sami Baral<\/td><\/tr><tr><td>216<\/td><td>Modeling Cognitive Load and Affect to Support Adaptive Online Learning<\/td><td>Minghao Cai and&nbsp;Carrie Demmans Epp<\/td><\/tr><tr><td>219<\/td><td>Using AI, ML and Sentiment Analysis to Increase Diversity and Equity in Technology Training and Careers<\/td><td>Jonathan Young,&nbsp;Sue Black,&nbsp;Alexandra Cristea, Ryan Hodgson and Cristina Todor<\/td><\/tr><tr><td>225<\/td><td>Effect of Q-matrix Misspecification on Variational Autoencoders (VAE) for Multidimensional Item Response Theory (MIRT) Models Estimation<\/td><td>Mahbubul Hasan,&nbsp;Lih Y Deng,&nbsp;John Sabatini,&nbsp;Dale Bowman,&nbsp;Ching-Chi Yang&nbsp;and&nbsp;John Hollander<\/td><\/tr><tr><td>228<\/td><td>Towards Personalised Learning of Psychomotor Skills with Data Mining<\/td><td>Miguel Portaz and&nbsp;Olga C. Santos<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508607\">Industry Track<\/a><br>Session Chair: Stephen Fancsali<br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 13:30-15:30<br>Room: TLC113<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>5<\/td><td>Using a Randomized Experiment to Compare the Performance of Two Adaptive Assessment Engines<\/td><td>Jeffrey Matayoshi, Hasan Uzun and Eric Cosyn<\/td><\/tr><tr><td>24<\/td><td>Mining Artificially Generated Data to Estimate Competency<\/td><td>Robby Robson, Benjamin Goldberg, Shelly Blake-Plock, Cliff Casey, William Hoyt, Mike Hernandez and Fritz Ray<\/td><\/tr><tr><td>60<\/td><td>\u201cClosing the Loop\u201d in Educational Data Science with an Open Source Architecture for Large-Scale Field Trials<\/td><td>Stephen Fancsali, April Murphy and Steven Ritter<\/td><\/tr><tr><td>92<\/td><td>Estimating the causal effects of Khan Academy Map Accelerator across demographic subgroups<\/td><td>Phillip Grimaldi, Kodi Weatherholtz and Kelli Millwood Hill<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Keynote: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508574\">EDM Keynote 3: Tiffany Barnes<\/a><br>Session Chair: Alexandra Cristea <br>Date: 25\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 16:00-17:00<br>Room: TLC042   <\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">Session 12 (Full\/Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508646\">Social and collaborative learning 1<\/a><br>Session Chair: Peter Foltz<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 8:30-10:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><td>Type<\/td><\/tr><tr><td>155<\/td><td>Challenges and Feasibility of Automatic Speech Recognition for Modeling Student Collaborative Discourse in Classrooms<\/td><td>Rosy Southwell, Samuel Pugh, E. Margaret Perkoff, Charis Clevenger, Jeffrey Bush, Rachel Lieber, Wayne Ward, Peter Foltz and Sidney D&#8217;Mello<\/td><td>Full<\/td><\/tr><tr><td>55<\/td><td>Investigating Multimodal Predictors of Peer Satisfaction for Collaborative Coding in Middle School<\/td><td>Yingbo Ma, Gloria Ashiya Katuka, Mehmet Celepkolu and Kristy Elizabeth Boyer<\/td><td>Full<\/td><\/tr><tr><td>16<\/td><td>#lets-discuss: Analyzing Student Affect in Course Forums Using Emoji<\/td><td>Ariel Blobstein, Kobi Gal, David Karger, Marc Facciotti, Hyunsoo Kim, Jumana Almahmoud and Kamali Sripathi<\/td><td>Short<\/td><\/tr><tr><td>145<\/td><td>Using community-based problems to increase motivation in a data science virtual internship<\/td><td>Jillian Johnson and Andrew Olney<\/td><td>Short<\/td><\/tr><tr><td>69<\/td><td>Characterizing joint attention dynamics during collaborative problem-solving in an immersive astronomy simulation<\/td><td>Yiqiu Zhou and Jina Kang<\/td><td> Short <\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 13 (Full\/Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508652\">Personalized\/adaptive learning 1<\/a><br>Session Chair: Kalina Yacef<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 8:30-10:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><td class=\"has-text-align-left\" data-align=\"left\">Type<\/td><\/tr><tr><td>94<\/td><td>Combining domain modelling and student modelling techniques in a single automated pipeline<\/td><td>Gio Picones, Benjamin Paa\u00dfen, Irena Koprinska and Kalina Yacef<\/td><td class=\"has-text-align-left\" data-align=\"left\">Full<\/td><\/tr><tr><td>12<\/td><td>Exploring Common Trends in Online Educational Experiments<\/td><td>Ethan Prihar, Manaal Syed, Korinn Ostrow, Stacy Shaw, Adam Sales and Neil Heffernan<\/td><td class=\"has-text-align-left\" data-align=\"left\">Full<\/td><\/tr><tr><td>82<\/td><td>Log mining for course recommendation in limited information scenarios<\/td><td>Juan Sanguino, Ruben Manrique, Olga Mari\u00f1o, Mario Linares and Nicolas Cardozo<\/td><td class=\"has-text-align-left\" data-align=\"left\"> Short <\/td><\/tr><tr><td>45<\/td><td>Data-driven goal setting: Searching optimal badges in the decision forest<\/td><td>Julian Langenhagen<\/td><td class=\"has-text-align-left\" data-align=\"left\"> Short <\/td><\/tr><tr><td>93<\/td><td>Using Machine Learning Explainability Methods to Personalize Interventions for Students<\/td><td>Paul Hur, HaeJin Lee, Suma Bhat and Nigel Bosch<\/td><td class=\"has-text-align-left\" data-align=\"left\"> Short <\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 14 (Full papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508658\">Social and collaborative learning 2<\/a><br>Session Chair: Andrew Olney<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 11:00-12:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>22<\/td><td>Building a Reinforcement Learning Environment from Limited Data to Optimize Teachable Robot Interventions<\/td><td>Tristan Maidment, Mingzhi Yu, Nikki Lobczowski, Adriana Kovashka, Erin Walker, Diane Litman and Timothy Nokes-Malach<\/td><\/tr><tr><td>133<\/td><td>Exploring Cultural Diversity and Collaborative Team Communication through a Dynamical Systems Lens<\/td><td>Mohammad Amin Samadi, Jacqueline G. Cavazos, Yiwen Lin and Nia Nixon<\/td><\/tr><tr><td>148<\/td><td>Investigating Temporal Dynamics Underlying Successful Collaborative Problem Solving Behaviors with Multilevel Vector Autoregression<\/td><td>Guojing Zhou, Robert Moulder, Chen Sun and Sidney D&#8217;Mello<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 15 (Full papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508662\">Knowledge and Performance modeling 4<\/a><br>Session Chair: Kobi Gal<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 11:00-12:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>18<\/td><td>Designing Representations for Question Sequencing using Reinforcement Learning<\/td><td>Aqil Zainal Azhar, Avi Segal and Kobi Gal<\/td><\/tr><tr><td>109<\/td><td>Towards Including Instructor Features in Student Grade Prediction<\/td><td>Nathan Ong, Jiaye Zhu and Daniel Mosse<\/td><\/tr><tr><td>21<\/td><td>Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks<\/td><td>Yang Shi, Min Chi, Tiffany Barnes and Thomas Price<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session 16 (Short papers): <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508669\">Personalized\/adaptive learning 2<\/a><br>Session Chair: Maria (Didith) Rodrigo<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 13:30-14:30<br>Room: TLC033<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>ID<\/td><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>72<\/td><td>Can Population-based Engagement improve Personalisation? A Novel Dataset, Baselines and Experiments<\/td><td>Sahan Bulathwela, Meghana Verma, Mar\u00eda P\u00e9rez Ortiz, Emine Yilmaz and John Shawe-Taylor<\/td><\/tr><tr><td>3<\/td><td>Does Practice Make Perfect? Analyzing the Relationship Between Higher Mastery and Forgetting in an Adaptive Learning System<\/td><td>Jeffrey Matayoshi, Eric Cosyn and Hasan Uzun<\/td><\/tr><tr><td>14<\/td><td>Using Neural Network-Based Knowledge Tracing for a Learning System with Unreliable Skill Tags<\/td><td>Shamya Karumbaiah, Jiayi Zhang, Ryan Baker, Richard Scruggs, Whitney Cade, Margaret Clements and Shuqiong Lin<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Session: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508666\">JEDM track<\/a><br>Session Chair: Agathe Merceron<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 13:30-14:30<br>Room: TLC042<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Title<\/td><td>Authors<\/td><\/tr><tr><td>Latent Skill Mining and Labeling from Courseware Content<\/td><td>Noboru Matsuda, Jesse Wood, Raj Shrivastava, Machi Shimmei, Norman Bier<\/td><\/tr><tr><td>Deep Learning Models for Knowledge Tracing: Review and Empirical Evaluation<\/td><td>Sami Sarsa, Juho Leinonen, Arto Hellas<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Keynote: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508577\">EDM Keynote 4: Jennifer Hill<\/a><br>Session Chair: Alexandra I. Cristea<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 14:30-15:30<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><br>Session: <a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2508578\">Closing Ceremony<\/a><br>Session Chair: Alexandra I. Cristea<br>Date: 26\/07\/2022 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">Time Zone: UTC +1<\/a>) <br>Time: 16:00-17:00<br>Room: TLC042     <\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/whova.com\/portal\/webapp\/edman_202207\/Agenda\/2518435\">Alan Turing Artificial Intelligence in Education Event<\/a><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"block-85c6d0ec-bd77-490f-88d0-39cc52fc3a8a\">Session Chair: Alexandra Cristea (Onsite)<br>Date: 27\/07\/2022<br>Time: 16:20-18:40 (<a href=\"https:\/\/www.timeanddate.com\/worldclock\/converter.html\">BST<\/a>)<br>Room: TLC042;&nbsp;<a href=\"https:\/\/aied2022.webspace.durham.ac.uk\/alan-turing-artificial-intelligence-in-education-event\/\">Schedule available here<\/a><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/educationaldatamining.org\/edm2022\/workshops\/\">Workshops<\/a><br>Date: 27\/07\/2022<\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Your quick WHOVA link here (your registrant&#8217;s passcode was sent in an email) OpeningSession: Opening CeremonySession Chair: Alexandra CristeaDate: 24\/07\/2022 (Time Zone: UTC +1)Time: 8:30-9:20Room:<a href=\"https:\/\/educationaldatamining.org\/edm2022\/schedule\/\" class=\"more-link\">View More<\/a><\/p>\n","protected":false},"author":14,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-61","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/pages\/61","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/comments?post=61"}],"version-history":[{"count":64,"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/pages\/61\/revisions"}],"predecessor-version":[{"id":683,"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/pages\/61\/revisions\/683"}],"wp:attachment":[{"href":"https:\/\/educationaldatamining.org\/edm2022\/wp-json\/wp\/v2\/media?parent=61"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}