comparative tool study 1crowd-sourced evaluation 1data cleaning 1data serialization 1data wrangling 1human factors 1software configuration 1technical dimensions framework 1usability study 1user interface affordances 1
From the 2 of 2 linked papers with an AI index.
2 papers
cs.HC2026
Reading Between the Curly Braces: On Textual Data Serialization Format Usability
Shiyi He, Zach Cutler, Andrew M. McNutt
The paper investigates how different textual data serialization formats (e.g., JSON, YAML, HJSON) affect user usability, finding that syntax differences matter less than surroundin…
cs.HC2026
How Wrangling Tools Shape Wrangling: A Technical Dimensions Analysis
Shiyi He, El Kindi Rezig, Paul Rosen +1
The paper reports an observational study comparing how four different data‑wrangling tools (Jupyter, Excel, ChatGPT, OpenRefine) influence users' cleaning strategies, finding that…