| 2019 | CSEDU | Learning from an Adaptive Learning System: Student Profiling among Middle School Students. | Shuai Wang, Mingyu Feng, Marie A. Bienkowski, Claire Christensen, Wei Cui |
| 2019 | SIGCSE | Developing Implementation Measures for K-12 Computer Science Curriculum Materials. | Daisy W. Rutstein, Yuning Xu, Kevin W. McElhaney, Marie A. Bienkowski |
| 2018 | LAK | Data-driven generation of rubric criteria from an educational programming environment. | Nicholas Diana, Michael Eagle, John C. Stamper, Shuchi Grover, Marie A. Bienkowski, Satabdi Basu |
| 2017 | AIED | Data-Driven Generation of Rubric Parameters from an Educational Programming Environment. | Nicholas Diana, Michael Eagle, John C. Stamper, Shuchi Grover, Marie A. Bienkowski, Satabdi Basu |
| 2017 | EDM | Automatic Peer Tutor Matching: Data-Driven Methods to Enable New Opportunities for Help. | Nicholas Diana, Michael Eagle, John C. Stamper, Shuchi Grover, Marie A. Bienkowski, Satabdi Basu |
| 2017 | ICER | Principled Assessment of Student Learning in High School Computer Science. | Eric Snow, Daisy Rutstein, Marie A. Bienkowski, Yuning Xu |
| 2017 | LAK | An instructor dashboard for real-time analytics in interactive programming assignments. | Nicholas Diana, Michael Eagle, John C. Stamper, Shuchi Grover, Marie A. Bienkowski, Satabdi Basu |
| 2017 | LAK | A framework for hypothesis-driven approaches to support data-driven learning analytics in measuring computational thinking in block-based programming. | Shuchi Grover, Marie A. Bienkowski, Satabdi Basu, Michael Eagle, Nicholas Diana, John C. Stamper |
| 2017 | SIGCSE | Studying Implementation of Secondary Introductory Computer Science: Pilot Results (Abstract Only). | Marie A. Bienkowski, Eric Snow |
| 2016 | LAK | Multimodal analytics to study collaborative problem solving in pair programming. | Shuchi Grover, Marie A. Bienkowski, Amir Tamrakar, Behjat Siddiquie, David A. Salter, Ajay Divakaran |
| 2016 | SIGCSE | Deepening Learning in High School Computer Science through Practices in the NGSS (Abstract Only). | Marie A. Bienkowski |
| 2015 | SIGCSE | Making Computer Science a First-Class Object in the K-12 Next Generation Science Standards (Abstract Only). | Marie A. Bienkowski |
| 2015 | SIGCSE | Assessments for Computational Thinking in K-12 (Abstract Only). | Shuchi Grover, Marie A. Bienkowski, Eric Snow |
| 2012 | LAK | The learning registry: building a foundation for learning resource analytics. | Marie A. Bienkowski, John Brecht, Jim Klo |
| 1998 | AAAI | Integrating AI Components for a Military Planning Application. | Marie A. Bienkowski, Louis J. Hoebel |
| 1987 | EACL | Modeling Extemporaneous Elaboration. | Marie A. Bienkowski |
| 1981 | IJCAI | Towards Automating Explanations. | Richard E. Cullingford, Myron W. Krueger, Mallory Selfridge, Marie A. Bienkowski |