Michael Brooks

HCI researcher
human-centered designer
data scientist

Publications

Conference Papers

FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification. Michael Brooks, Saleema Amershi, Bongshin Lee, Steven M. Drucker, Ashish Kapoor, Patrice Simard. IEEE VAST 2015. PDF.

Divide and Correct: Using Clusters to Grade Short Answers at Scale. Michael Brooks, Sumit Basu, Chuck Jacobs, Lucy Vanderwende. Learning at Scale 2014. PDF video & data.

Collaborative Visual Analysis of Sentiment in Twitter Events. Michael Brooks, John J. Robinson, Megan K. Torkildson, Sungsoo (Ray) Hong, Cecilia R. Aragon. International Conference on Cooperative Design, Visualization, & Engineering (CDVE) 2014. PDF.

Hoptrees: Branching History Navigation for Hierarchies. Michael Brooks, Jevin D. West, Cecilia R. Aragon, Carl T. Bergstrom. INTERACT 2013. PDF.

Perceptions of Interfaces for Eye Movement Biometrics. Michael Brooks, Cecilia R. Aragon, Oleg V. Komogortsev. International Conference on Biometrics 2013. PDF.

Challenges and Opportunities for Technology in Foreign Language Classrooms. Katie Kuksenok, Michael Brooks, Qian Wang, Charlotte P. Lee. CHI 2013. PDF
Best Paper Honorable Mention.

Accessible Online Content Creation By End Users. Katie Kuksenok, Michael Brooks, Jennifer Mankoff. CHI 2013. PDF.

Statistical Affect Detection in Collaborative Chat. Michael Brooks, Katie Kuksenok, Megan K. Torkildson, Daniel Perry, John J. Robinson, Taylor Jackson Scott, Ona Anicello, Ariana Zukowski, Paul Harris, Cecilia R. Aragon. CSCW 2013. PDF slides

Adapting Grounded Theory to Construct a Taxonomy of Affect in Collaborative Online Chat. Taylor Jackon Scott, Katie Kuksenok, Daniel Perry, Michael Brooks, Ona Anicello, Cecilia R. Aragon. SIGDOC 2012. PDF

Workshop Papers and Posters

Automating Large-Scale Annotation for Analysis of Social Media Content. Katie Kuksenok, Michael Brooks, John J. Robinson, Daniel Perry, Megan K. Torkildson, Cecilia R. Aragon. VisWeek 2012, Interactive Visual Text Analytics workshop poster. Abstract Poster

Poster: User Centered Design and Evaluation of an Eye Movement-based Biometric Authentication System. Michael Brooks, Cecilia R. Aragon, Oleg V. Komogortsev. SOUPS 2011 poster. Abstract Poster

Non-refereed Publications

Identifying people by eye movements a potential replacement for passwords. Michael Brooks, Cecilia Aragon, and Oleg Komogortsev. SPIE Newsroom Defense and Security. October 11, 2013. Article PDF.

Poster: User Centered Design and Evaluation of an Eye Movement-based Biometric Authentication System. Michael Brooks, Cecilia R. Aragon, Oleg V. Komogortsev. SOUPS 2011 poster. Abstract Poster

Theses

Human Centered Tools for Analyzing Online Social Data. Michael Brooks. PhD Dissertation (Human Centered Design and Engineering), University of Washington, 2015. PDF

Developing Visualization Software for Musicians. Michael Brooks. Undergraduate honors thesis (Computer Science), Oberlin College, 2010. PDF More