Title
TweakIt: Supporting End-User Programmers Who Transmogrify Code
Abstract
ABSTRACT End-user programmers opportunistically copy-and-paste code snippets from colleagues or the web to accomplish their tasks. Unfortunately, these snippets often don’t work verbatim, so these people—who are non-specialists in the programming language—make guesses and tweak the code to understand and apply it successfully. To support their desired workflow and facilitate tweaking and understanding, we built a prototype tool, TweakIt, that provides users with a familiar live interaction to help them understand, introspect, and reify how different code snippets would transform their data. Through a usability study with 14 data analysts, participants found the tool to be useful to understand the function of otherwise unfamiliar code, to increase their confidence about what the code does, to identify relevant parts of code specific to their task, and to proactively explore and evaluate code. Overall, our participants were enthusiastic about incorporating TweakIt in their own day-to-day work.
Year
DOI
Venue
2021
10.1145/3411764.3445265
Conference on Human Factors in Computing Systems
Keywords
DocType
Citations 
End-user programming, live programming, data analysts, data workflows, opportunistic code reuse
Conference
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Sam Lau100.68
Sruti Srinivasa Ragavan231.05
Ken Milne300.34
Titus Barik49613.38
advait sarkar527.83