Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366548004> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4366548004 abstract "Sensemaking is the iterative process of identifying, extracting, and explaining insights from data, where each iteration is referred to as the “sensemaking loop.” However, little is known about how sensemaking behavior evolves from exploration and explanation during this process. This gap limits our ability to understand the full scope of sensemaking, which in turn inhibits the design of tools that support the process. We contribute the first mixed-method to characterize how sensemaking evolves within computational notebooks. We study 2,574 Jupyter notebooks mined from GitHub by identifying data science notebooks that have undergone significant iterations, presenting a regression model that automatically characterizes sensemaking activity, and using this regression model to calculate and analyze shifts in activity across GitHub versions. Our results show that notebook authors participate in various sensemaking tasks over time, such as annotation, branching analysis, and documentation. We use our insights to recommend extensions to current notebook environments." @default.
- W4366548004 created "2023-04-22" @default.
- W4366548004 creator A5009763002 @default.
- W4366548004 creator A5034277315 @default.
- W4366548004 creator A5077298830 @default.
- W4366548004 creator A5081427188 @default.
- W4366548004 creator A5088766980 @default.
- W4366548004 date "2023-04-19" @default.
- W4366548004 modified "2023-10-18" @default.
- W4366548004 title "Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time" @default.
- W4366548004 cites W2001084593 @default.
- W4366548004 cites W2041706261 @default.
- W4366548004 cites W2044102377 @default.
- W4366548004 cites W2129987023 @default.
- W4366548004 cites W2135880665 @default.
- W4366548004 cites W2155188667 @default.
- W4366548004 cites W2610517421 @default.
- W4366548004 cites W2765872439 @default.
- W4366548004 cites W2784241156 @default.
- W4366548004 cites W2796040126 @default.
- W4366548004 cites W2898377472 @default.
- W4366548004 cites W2904955348 @default.
- W4366548004 cites W2940731426 @default.
- W4366548004 cites W2941232686 @default.
- W4366548004 cites W2941629559 @default.
- W4366548004 cites W2941766203 @default.
- W4366548004 cites W2943238809 @default.
- W4366548004 cites W2951102128 @default.
- W4366548004 cites W2954370766 @default.
- W4366548004 cites W2960380130 @default.
- W4366548004 cites W2961269636 @default.
- W4366548004 cites W2983901715 @default.
- W4366548004 cites W3004171840 @default.
- W4366548004 cites W3012094108 @default.
- W4366548004 cites W3017863658 @default.
- W4366548004 cites W3021274480 @default.
- W4366548004 cites W3031170804 @default.
- W4366548004 cites W3043652335 @default.
- W4366548004 cites W3125702975 @default.
- W4366548004 cites W3161776805 @default.
- W4366548004 cites W3202191909 @default.
- W4366548004 cites W4207017378 @default.
- W4366548004 doi "https://doi.org/10.1145/3544548.3580997" @default.
- W4366548004 hasPublicationYear "2023" @default.
- W4366548004 type Work @default.
- W4366548004 citedByCount "0" @default.
- W4366548004 crossrefType "proceedings-article" @default.
- W4366548004 hasAuthorship W4366548004A5009763002 @default.
- W4366548004 hasAuthorship W4366548004A5034277315 @default.
- W4366548004 hasAuthorship W4366548004A5077298830 @default.
- W4366548004 hasAuthorship W4366548004A5081427188 @default.
- W4366548004 hasAuthorship W4366548004A5088766980 @default.
- W4366548004 hasBestOaLocation W43665480041 @default.
- W4366548004 hasConcept C115903868 @default.
- W4366548004 hasConcept C143587482 @default.
- W4366548004 hasConcept C154945302 @default.
- W4366548004 hasConcept C177264268 @default.
- W4366548004 hasConcept C199360897 @default.
- W4366548004 hasConcept C2522767166 @default.
- W4366548004 hasConcept C2776321320 @default.
- W4366548004 hasConcept C2776760102 @default.
- W4366548004 hasConcept C2778012447 @default.
- W4366548004 hasConcept C2780554381 @default.
- W4366548004 hasConcept C41008148 @default.
- W4366548004 hasConcept C56666940 @default.
- W4366548004 hasConcept C56739046 @default.
- W4366548004 hasConcept C98045186 @default.
- W4366548004 hasConceptScore W4366548004C115903868 @default.
- W4366548004 hasConceptScore W4366548004C143587482 @default.
- W4366548004 hasConceptScore W4366548004C154945302 @default.
- W4366548004 hasConceptScore W4366548004C177264268 @default.
- W4366548004 hasConceptScore W4366548004C199360897 @default.
- W4366548004 hasConceptScore W4366548004C2522767166 @default.
- W4366548004 hasConceptScore W4366548004C2776321320 @default.
- W4366548004 hasConceptScore W4366548004C2776760102 @default.
- W4366548004 hasConceptScore W4366548004C2778012447 @default.
- W4366548004 hasConceptScore W4366548004C2780554381 @default.
- W4366548004 hasConceptScore W4366548004C41008148 @default.
- W4366548004 hasConceptScore W4366548004C56666940 @default.
- W4366548004 hasConceptScore W4366548004C56739046 @default.
- W4366548004 hasConceptScore W4366548004C98045186 @default.
- W4366548004 hasLocation W43665480041 @default.
- W4366548004 hasLocation W43665480042 @default.
- W4366548004 hasOpenAccess W4366548004 @default.
- W4366548004 hasPrimaryLocation W43665480041 @default.
- W4366548004 hasRelatedWork W1886987011 @default.
- W4366548004 hasRelatedWork W2007963708 @default.
- W4366548004 hasRelatedWork W2049050102 @default.
- W4366548004 hasRelatedWork W2100609754 @default.
- W4366548004 hasRelatedWork W2596767525 @default.
- W4366548004 hasRelatedWork W2789458604 @default.
- W4366548004 hasRelatedWork W2907681338 @default.
- W4366548004 hasRelatedWork W3002559787 @default.
- W4366548004 hasRelatedWork W3045759591 @default.
- W4366548004 hasRelatedWork W4235612108 @default.
- W4366548004 isParatext "false" @default.
- W4366548004 isRetracted "false" @default.
- W4366548004 workType "article" @default.