자료유형 | 학위논문 |
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서명/저자사항 | Design and Use of Computational Notebooks. |
개인저자 | Rule, Adam Carl. |
단체저자명 | University of California, San Diego. Cognitive Science. |
발행사항 | [S.l.]: University of California, San Diego., 2018. |
발행사항 | Ann Arbor: ProQuest Dissertations & Theses, 2018. |
형태사항 | 125 p. |
기본자료 저록 | Dissertation Abstracts International 79-12B(E). Dissertation Abstract International |
ISBN | 9780438169029 |
학위논문주기 | Thesis (Ph.D.)--University of California, San Diego, 2018. |
일반주기 |
Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
Adviser: James D. Hollan. |
요약 | Individuals and organizations increasingly rely on data analysis to generate insights and make decisions. Yet, small changes in how data are collected, cleaned, or modeled can lead to vastly different results. If data-driven insights are to be r |
요약 | In this dissertation I present three studies of how people currently use computational notebooks, demonstrating that few notebooks, even those published alongside academic papers, have much in the way of narrative. Instead, most notebooks are lo |
요약 | Together, these studies demonstrate that tracking and sharing of complex analyses is hindered by a tension between exploration and explanation, but that computational notebooks and other media can reduce this tension by supporting not only the c |
일반주제명 | Computer science. |
언어 | 영어 |
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