Publications

Jumana Almahmoud, Marc Facciotti, Michele Igo, Kamali Sripathi, and David Karger. 2024. Enhancing User Engagement in Large-Scale Social Annotation Platforms: Community-Based Design Interventions and Implications for Large Language Models (LLMs). https://doi.org/10.48550/2501.01545

Jumana Almahmoud, Marc Facciotti, Michele Igo, Kamali Sripathi, David Karger. Real-time Interactions on the Margins of Online Educational Material. . Proceedings of the 17th International Conference on Computer-Supported Collaborative Learning - CSCL 2024. International Society of the Learning Sciences

Jumana Almahmoud and David R. Karger. 2023. Vizdat: A Technology Probe to Understand the Space of Discussion Around Data Visualization on Reddit. Proc. ACM Hum.-Comput. Interact. 7, CSCW1, Article 110 (April 2023), 16 pages. https://doi.org/10.1145/3579544

Jumana Almahmoud, Farnaz Jahanbakhsh, Marc Facciotti, Michele Igo, Kamali Sripathi, Kobi Gal, and David Karger. 2022. Spotlights: Designs for Directing Learners’ Attention in a Large-Scale Social Annotation Platform. Proc. ACM Hum.-Comput. Interact. 6, CSCW2, Article 540 (November 2022), 36 pages. https://doi.org/10.1145/3555598 pdf

Jumana Almahmoud, Robert DeLine, and Steven M. Drucker. “How Teams Communicate about the Quality of ML Models: A Case Study at an International Technology Company.” Proceedings of the ACM on Human-Computer Interaction 5, no. GROUP (July 13, 2021): 222:1-222:24. https://doi.org/10.1145/3463934. (Open Access) pdf

Tarfah Alrashed, Jumana Almahmoud, Amy X. Zhang, and David R. Karger. 2020. ScrAPIr: Making Web Data APIs Accessible to End Users. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20). Association for Computing Machinery, New York, NY, USA, 1–12. DOI:https://doi.org/10.1145/3313831.3376691

Jumana Almahmoud, and Kruthika Kikkeri. “Speech-Based Emotion Recognition Using Neural Networks and Information Visualization.” ArXiv:2010.15229 [Cs], October 28, 2020. http://arxiv.org/abs/2010.15229. IEEE Vis 2020 Abstract

Jumana Almahmoud, Najat Alrashed and David Karger. Lost and Confused in a Complex System: Based on a True Story from a Collaborative Research Lab. to be submitted DIS 2018. pdf

Jumana Almahmoud, Anas Alfaris 2017. Position Paper: Bridging the Gap between Open Data and Data Sensemaking for more Engaged Citizens. ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW '17). ACM, New York, NY, USA. pdf

Jumana Almahmoud, Saleh Albeaik, Tarfah Alrashed, and Almaha Almalki. "Visual Exploration Patterns in Information Visualizations: Insights from Eye Tracking." In International Conference on Social Computing and Social Media, pp. 357-366. Springer, Cham, 2017. pdf

Jumana Almahmoud, Almaha Almalki, Tarfah Alrashed, and Areej Alwabil. "Prototyping Complex Systems: A Diary Study Approach to Understand the Design Process." In International Conference of Design, User Experience, and Usability, pp. 187-196. Springer International Publishing, 2016. pdf

Alrashed, Tarfah, Jumana Almahmoud, Mohamad Alrished, Sattam Alsubaiee, Mansour Alsaleh, and Carlos Sandoval Olascoaga. "Social Communities in Urban Mobility Systems." In International Conference on Social Computing and Social Media, pp. 177-187. Springer International Publishing, 2016.

Alhindi, Tariq, Salma Aldawood, Jumana Almahmoud, Carlos Sandoval, Areej Al-Wabil, Mansour Alsaleh, and Sarah Williams. "Towards Urban Tribes in Saudi Arabia: Social Subcultures Emerging from Urban Analytics of Social Media." In International Conference on Social Computing and Social Media, pp. 258-266. Springer International Publishing, 2016.

Jumana Almahmoud, Mallory Anderson, Abhishek Dewan, Sofia Gutierrez, and Ram Kumarasubramanian. 2015. Am I Native Enough?: Exploring American Indian Identity Through Language Learning. In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA '15). ACM, New York, NY, USA, 1-6. DOI: https://doi.org/10.1145/2702613.2726949 pdf