Sotabase

Career

· Researcher/Faculty (specific role not provided), University of California, Berkeley - Berkeley Institute of Design (BID)

Publications (24)

"I don't Want to Wear a Screen": Probing Perceptions of and Possibilities for Dynamic Displays on Clothing
International Conference on Human Factors in Computing Systems · 2016
232
cited
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows
International Conference on Human Factors in Computing Systems · 2021
106
cited
Towards scalable dataframe systems
Proceedings of the VLDB Endowment · 2020
104
cited
Skintillates: Designing and Creating Epidermal Interactions
Conference on Designing Interactive Systems · 2016
98
cited
A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead
IEEE Data Engineering Bulletin · 2019
69
cited
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows
Proceedings of the VLDB Endowment · 2021
58
cited
Avoiding drill-down fallacies with VisPilot: assisted exploration of data subsets
International Conference on Intelligent User Interfaces · 2019
55
cited
Fine-Grained Lineage for Safer Notebook Interactions
Proceedings of the VLDB Endowment · 2020
43
cited
You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems
IEEE Transactions on Visualization and Computer Graphics · 2017
39
cited
Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study
IEEE Transactions on Visualization and Computer Graphics · 2021
26
cited
Crowdclass: Designing Classification-Based Citizen Science Learning Modules
AAAI Conference on Human Computation & Crowdsourcing · 2016
16
cited
The Case for a Visual Discovery Assistant: A Holistic Solution for Accelerating Visual Data Exploration
IEEE Data Engineering Bulletin · 2018
16
cited
Demystifying a Dark Art: Understanding Real-World Machine Learning Model Development
arXiv.org · 2020
14
cited
Identifying Fashion Accounts in Social Networks
2017
11
cited
Lux: Always-on Visualization Recommendations for Exploratory Data Science
arXiv.org · 2021
10
cited
Boomerang: Proactive Insight-Based Recommendations for Guiding Conversational Data Analysis
SIGMOD Conference · 2021
8
cited
Accelerating Scientific Data Exploration via Visual Query System
2017
7
cited
Aggregating Crowdsourced Image Segmentations
AAAI Conference on Human Computation & Crowdsourcing · 2018
3
cited
Quality Evaluation Methods for Crowdsourced Image Segmentation
2018
3
cited
SCATTERSEARCH: Visual Querying of Scatterplot Visualizations
arXiv.org · 2019
3
cited
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Doris Jung-Lin Lee | Researcher Profile | Sotabase | Sotabase