Tools for Integrating Data by Complex, Dynamic Categories

被引:0
|
作者
Hruschka, Daniel [1 ]
Cheng, Yi-Yun [2 ]
Hsiao, I-Han [3 ]
Bischoff, Robert [1 ]
Peeples, Matthew [1 ]
Kasi, Harsha [3 ]
Huang, Cindy [1 ]
机构
[1] Arizona State University, United States
[2] Rutgers University, United States
[3] Santa Clara University, United States
关键词
D O I
10.1002/pra2.1145
中图分类号
学科分类号
摘要
A key challenge in conducting comparative analyses across social units, such as religions, ethnicities, or cultures, is that data on these units is often encoded in distinct and incompatible formats across diverse datasets. This can involve simple differences in the variables and values used to encode these units (e.g., Roman Catholic is V130 = 1 vs. Q98A = 2 in two different datasets) or differences in the resolutions at which units are encoded (Maya vs. Kaqchikel Maya). These disparate encodings can create substantial challenges for the efficiency and transparency of data syntheses across diverse datasets. We introduce a user-friendly set of tools to help users translate four kinds of categories (religion, ethnicity, language, and subdistrict) across multiple, external datasets. We outline the platform's key functions and current progress, as well as long-range goals for the platform. 87 Annual Meeting of the Association for Information Science & Technology | Oct. 25 – 29, 2024 | Calgary, AB, Canada.
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页码:934 / 936
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