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Drew Guarnera

Drew Guarnera

Assistant Professor of Computer Science

Mathematics Computational Science, Computer Science

Biography

Selected Publications & Presentations

  • Behler, J., Weston, P., Guarnera, D.T., Sharif, B., Maletic, J.I., "iTrace-Toolkit: A Pipeline for Analyzing Eye-Tracking Data of Software Engineering Studies", in the Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE) 2023, Demonstrations Track, Melbourne, Australia, May 14-20, 4 pages.
  • Vlas Zyrianov, Cole S. Peterson, Drew T. Guarnera, Joshua Behler, Praxis Weston, Bonita Sharif, Jonathan I. Maletic,"Deja Vu: Semantics-Aware Recording and Replay of High-Speed Eye Tracking and Interaction Data to Support Cognitive Studies of Software Engineering Tasks – Methodology and Analyses", Journal of Empirical Software Engineering, Special Issue on Best Papers from ICSME 2020, Vol. 27, No. 7, December, 2022, 46 pages. DOI 10.1007/s10664-022-10209-3
  • Al Madi, N., Guarnera, D.T., Sharif, B., Maletic, J.I., "EMIP Toolkit: A Python Library for Customized Post-processing of the Eye Movements in Programming Dataset, in the Proceedings of the ACM Workshop on Eye Movements in Programming (EMIP), Virtual Event Stuttgart, Germany, May 24-27, 2021, 6 pages.
  • Zyrianov, V., Guarnera, D.T., Peterson, C., Sharif, B., Maletic, J.I., "Automated Recording and Semantics-Aware Replaying of High-Speed Eye Tracking and Interaction Data to Support Cognitive Studies of Software Engineering Tasks", in the Proceedings of 36th IEEE International Conference on Software Maintenance & Evolution (ICSME'20), Adelaide, Australia, Sept 27 – Oct 3, 12 pages. (IEEE TCSE Distinguished Paper Award)
  • Sharif, B., Peterson, C., Guarnera, D.T., Bryant, C., Buchanan, Z., Zyrianov, V., Maletic, J.I., "Practical Eye Tracking with iTrace", in the Proceedings of the 6th International Workshop on Eye Movements in Programming (EMIP), Montreal, QC, Canada, May 27, 2019, pp. 41–42.
  • SocialMelody: A Human-Centered Social Media Web Application For Music Enthusiasts (Moe Ko: Computer Science, 2023)
  • Designing For The Modern Digital Landscape: A Full-Stack Web Development Project (Kevin Yuan: Computer Science, 2023)
  • An Exploration of Automated Reasoning and Intuitionistic Logic using Coq (Corey Ullman: Computer Science, 2022)
  • Built to Scale: An Exploration Into Full Stack Development Strategies (Ben Foltz: Computer Science, 2022)
  • Adaptive NPC Behavior in Maze Chase Game Using Genetic Algorithms (Karen Suzue: Computer Science, 2022)
  • Exploring Augmented Reality Using Snapchat's Lens Studio (Gunjan Joshi: Computer Science, 2022)
    Designing and Implementing a First-Person Shooter Video Game (Hung Vu: Computer Science, 2022)
  • Hunger Hacker: An Exploration of Neural Networks for Food Preference Prediction (Joe Henry: Computer Science, 2022)
  • Developing a Virtual Modular Synthesizer for Sound Waves and MIDI (Margaret Jagger: Computer Science, 2022)
  • Comparing Three Approaches to Webcrawling (Salim Dohri: Computer Science, 2022)
  • Self-driving Car with Udacity Simulator (Anh Tran Quynh Dam: Computer Science, 2021)

Awards & Honors

IEEE TCSE Distinguished Paper Award: Zyrianov, V., Guarnera, D.T., Peterson, C., Sharif, B., Maletic, J.I., "Automated Recording and Semantics-Aware Replaying of High-Speed Eye Tracking and Interaction Data to Support Cognitive Studies of Software Engineering Tasks", in the Proceedings of 36th IEEE International Conference on Software Maintenance & Evolution (ICSME'20), Adelaide, Australia, Sept 27 – Oct 3, 12 pages.

Best Challenge Entry Award: Guarnera, D.T., Collard, M.L., Dragan, N., Maletic, J.I., Decker, M., Newman, C., "Automatically Redocumenting Source Code with Method and Class Stereotypes", in the Proceedings of the 3rd International Workshop on Dynamic Software Documentation (DySDoc), Madrid, Spain, Sept. 28, 2018, pp. 3-4.

Best Tool Demo Award: Guarnera, D.T., Bryant, C.A., Mishra, A., Maletic, J.I., Sharif, B., "iTrace: Eye Tracking Infrastructure for Development Environments", Tool Demonstration at the 10th ACM Symposium on Eye tracking Research and Applications (ETRA), Warsaw, Poland, June 14-17, 2018, pp. 1-3.

Want to learn more?

Interested in Mathematics Computational Science, Computer Science or have questions about courses? Feel free to reach out!

Contact Drew