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Description:Every student has the potential to change the world Help them get started #CSforGood
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I am an Associate Professor of Information and Computer Science at the University of Michigan. My work is at the boundary of HCI and Data Mining. Specific research projects range from modeling behaviors at a very large-scale (search, social networks evolution, learning, meme and rumor spread, programming, text production and consumption, etc.) and applying those models to constructing better HCI systems. This is primarily at Internet scales and it gives me an excuse to work on lots of different things I like... data/text mining, visualizations, social network analysis, etc. Before grad school I was a researcher at HP Labs' Information Dynamics Group and at Xerox PARC . ( complete CV ). Among other things, I am associated with the MISC (HCI-focused) and MIDAS groups. I am one of the founders of ICWSM (which I've chaired multiple times) and have also been Co-General Chair for WSDM. Work in my group is sponsored by the NSF, IARPA, NIH, the Education Department, Adobe, Microsoft, Facebook, Google, and Yahoo. I work with some awesome students including: John Chung , Licia He , Elsie Lee , Agrima Seth , and Hari Subramonyam . And some that recently graduated: Aria Collopy (PhD, now at University of Colorado, Denver), Matt Burgess (PhD, now at Google), Srayan Datta (PhD, now at Google), Jessica Hullman (Assistant Professor at Northwestern), Gierad Laput (PhD at CMU, now at Apple), and Xin Rong (PhD). I have a blog (which I post to pretty infrequently). Some demos/videos of other recent work for you to try: PersaLog (news content personalization); Txt2Vis (including the Contextifier and NewsViews projects for generating visualizations automatically); CodeMend (natural language code assistant), DataTone (natural language-driven vis construction); PixelTone (voice and gesture for photo editing); TappCloud (Photoshop in the cloud); Zoetrope (querying the ephemeral Web); GUESS , the Graph Exploration System ; Other videos on YouTube (click on "watch in high quality" for a better view); and More... I can be reached at eadar-at-umich-dot-edu. Selected Publications » "Communicative Visualizations as a Learning Problem" and Elsie Lee, to appear, IEEE Vis'20 » "Plotting with Thread: Fabricating Delicate Punch Needle Embroidery with X-Y Plotters" Shiqing He, , DIS'20, Honorable Mention Award » "texSketch: Active Diagramming through Pen-and-Ink Annotations" Hariharan Subramonyam, Colleen Seifert, Priti Shah, , CHI'20, Best Paper Award Winner » "Extracting Inter-community Conflicts in Reddit" Srayan Datta and , ICWSM'19 » "Vocal Shortcuts for Creative Experts" Yea-Seul Kim, Mira Dontcheva, , and Jessica Hullman, CHI'19 » "Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality" Hariharan Subramonyam, Steven M. Drucker, and , CHI'19, Best Paper Award Winner » "Discovering Natural Language Commands in Multimodal Interfaces" Arjun Srinivasan, Mira Dontcheva, , and Seth Walker, IUI'19 » "LAMVI-2: A Visual Tool for Comparing and Tuning Word Embedding Models" Xin Rong, Joshua Luckson, , tech report, arXiv:1810.11367 » "SmartCues: A Multitouch Query Approach for Details-on-Demand through Dynamically Computed Overlays" Hariharan Subramonyam and , IEEE Vis'18 » "TakeToons: Script-driven Performance Animation " Hariharan Subramonyam, Wilmot Li, , and Mira Dontcheva, UIST'18 » "The_Tower_of_Babel.jpg: Diversity of Visual Encyclopedic Knowledge Across Wikipedia Language Editions" Shiqing He, Allen Yilun Lin, , and Brent Hecht, ICWSM'18, Best Paper Award » "VizByWiki: Mining Data Visualizations from the Web to Enrich News Articles" Allen Yilun Lin, Joshua Ford, , and Brent Hecht, WWW'18 » "CommunityDiff: Visualizing Community Clustering Algorithms" Srayan Datta and , ACM Transactions on Knowledge Discovery from Data , January 2018 » "Identifying Misaligned Inter-Group Links and Communities" Srayan Datta, Chanda Phelan and , to appear, CSCW'18 » "A generative model for scientific concept hierarchies" Srayan Datta and , PLoS One , 13(2): e0193331, February 23, 2018. » "Learning Word Relatedness over Time" Guy D. Rosin, Kira Radinsky and , EMNLP'17 » "Estimating the Impact of Systems Engineers on Systems Design Processes" Arianne X. Collopy, Melissa T. Greene, , Panos Y. Papalambros, ICED'17 » "Leveraging Semantic Facets for Adaptive Ranking of Social Comments" Elaheh Momeni, Reza Rawassizadeh, , ICMR'17 » "PersaLog: Personalization of News Article Content" , Carolyn Gearig, Ayshwarya Balasubramanian, Jessica Hullman, CHI'17 » "Data dialog: facilitating collaborative decision making through data-driven conversations" Hariharan Subramonyam, Bongshin Lee, Sile O'Modhrain, and , PervasiveHealth '17 » "SimpleScience: Lexical Simplification of Scientific Terminology" Yea-Seul Kim, Jessica Hullman, Matthew Burgess, and , EMNLP'16 » "CodeMend: Assisting Interactive Programming with Bimodal Embedding" Xin Rong, Shiyan Yan, Stephen Oney, Mira Dontcheva, and , UIST'16 » "VizItCards: A Card-Based Toolkit for Infovis Design Education" Shiqing He and , IEEE Vis'16 » "Prototype Synthesis for Model Laws" Matthew Burgess, Eugenia Giraudy and , ACL 2016 » "Visual Tools for Debugging Neural Language Models" Xin Rong and , ICML 2016 Workshop on Visualization for Deep Learning ( Best Paper Award ) » "Engineering Information Disclosure: Norm Shaping Designs" Daphne Chang, Erin L. Krupka, , Alessandro Acquisti, CHI'16 » "Link-Prediction Enhanced Consensus Clustering for Complex Networks" Matthew Burgess, , and Michael Cafarella, PLoS ONE 11(5): e0153384, May 20, 2016. (also: arXiv:1506.01461) » "Information Evolution in Social Networks" Lada A. Adamic, Thomas M. Lento, , Pauline C. Ng, WSDM'16 (nominated for a best paper award) » "EgoSet: Exploiting Word Ego-networks and User-generated Ontology for Multifaceted Set Expansion" Xin Rong, Zhe Chen, Qiaozhu Mei, , WSDM'16 » "Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences about Reliability of Variable Ordering" Jessica Hullman, Paul Resnick and , PLoS ONE , 10(11) » "The Two Cultures and Big Data Research" , I/S: A Journal of Law and Policy for the Information Society 10(3), Winter, 2015 » "DataTone: Managing Ambiguity in Natural Language Interfaces for Data Visualization" Tong Gao, Mira Dontcheva, , Zhicheng Liu, Karrie Karahalios, UIST'15 » "Vis, The Next Generation: Teaching Across the Researcher-Practitioner Gap" Marti A. Hearst (organizer), (organizer), Robert Kosara, Tamara Munzner, Jon Schwabish, Ben Shneiderman, panel at Vis'15 » "Designing for Personalized Article Content" Carolyn Gearig, and Jessica Hullman, Computation + Journalism (C+J), 2015 » "DeScipher: A Text Simplification Tool for Science Journalism " Yea Seul Kim, Jessica Hullman and , Computation + Journalism (C+J), 2015 » "Building a Scientific Concept Hierarchy Database (SCHBase)" and Srayan Datta, ACL'15 » "Audience Analysis for Competing Memes in Social Media" Samuel Carton, Souneil Park, Nicole Zeffer, , Qiaozhu Mei, and Paul Resnick, ICWSM'15 » "Evaluating Approaches to Crowdsourced Visual Analytics" Jessica Hullman, Erin Krupka, and , Collective Intelligence '15 » "DiagramFlyer: A Search Engine for Data-Driven Diagrams" Zhe Chen, Michael Cafarella, and , demo at WWW'15 » "Human-Computer Interaction and Collective Intelligence" Jeffrey P. Bigham, Michael S. Bernstein, and , chapter of Collective Intelligence Handbook , 2015 » "Adaptive Faceted Ranking for Social Media Comments " Elaheh Momeni, Simon Braendle, and , ECIR'15 » "What Social Media Data We Are Missing and How to Get It" Paul Resnick, , and Cliff Lampe, The ANNALS of the American Academy of Political and Social Science , May 2015 » "Content, Context, and Critique: Commenting on a Data Visualization Blog " Jessica Hullman, Nicholas Diakopoulos, Elaheh Momeni, , CSCW'15 » "CommandSpace: Modeling the relationships between tasks, descriptions and features" , Mira Dontcheva, Gierad Laput, UIST'14 » "CiteSight: Supporting Contextual Citation Recommendation Using Differential Sear...
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