犹他州立大学数据技术课程网络抓取作业的结果和学生观点,以评估统计计算界的非洲活动。

IF 1.3 4区 社会学 Q1 AREA STUDIES
Adelyn Fleming, Joanna D Coltrin, Jhonatan Medri, Cody Hilyard, Rigoberto Tellez, Jürgen Symanzik
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引用次数: 0

摘要

2019 年,来自非洲的国际统计计算协会(IASC)成员与协会执行委员会成员取得联系,询问在非洲建立一个新的地区性 IASC 分部是否可行。建立一个新的地区分部需要几个步骤,IASC 章程在 https://iasc-isi.org/statutes/ 中对此作了概述。批准与否可能取决于拟议的新地区分部是否有潜力开展典型的分部活动,如组织地区会议、研讨会和短期课程。要确定在非洲增设一个地区分会是否可行,IASC 必须了解目前非洲国家在计算统计方面是否有足够多的高层次活动。为了回答这个问题,我们调查了 2015 年至 2020 年在施普林格期刊《计算统计》(COST)和爱思唯尔期刊《计算统计与数据分析》(CSDA)上发表文章的作者所属单位,并以这些数据为代表,比较了 2019 年和 2020 年在非洲有所属单位的作者与 2015 年和 2016 年在拉丁美洲有所属单位的作者的生产力。本文探讨了上述问题的定量结果,深入分析了犹他州立大学 STAT 5080/6080 "数据技术 "课程(2019 年秋季学期)的学生如何在家庭作业中使用网络搜刮技术从 COST 和 CSDA 收集作者所属来回答这些问题,并包括对课程结束后获得的学生反馈的评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Results and student perspectives on a web-scraping assignment from Utah State University's data technologies course to evaluate the African activity in the statistical computing community.

In 2019, members of the Executive Committee of the International Association for Statistical Computing (IASC) were contacted by members of the IASC from Africa asking whether it would be feasible to establish a new regional IASC section in Africa. The establishment of a new regional section requires several steps that are outlined in the IASC Statutes at https://iasc-isi.org/statutes/. The approval likely depends on whether the proposed new regional section has the potential to conduct typical section activities, such as organizing regional conferences, workshops, and short courses. To establish whether it is feasible to add a regional section in Africa, the IASC must know whether there is currently enough high-level activity within African countries with respect to computational statistics. To answer this question, we looked at author affiliations of articles published in the Springer journal Computational Statistics (COST) and the Elsevier journal Computational Statistics & Data Analysis (CSDA) from 2015 to 2020 and used these data as a proxy to compare author productivity for authors with an affiliation in Africa in 2019 and 2020, compared to authors with an affiliation in Latin America in 2015 and 2016. This article looks at quantitative results to the questions above, provides insight on how students from Utah State University's STAT 5080/6080 "Data Technologies" course from the Fall 2019 semester used web scraping techniques in a homework assignment to gather author affiliations from COST and CSDA to answer these questions, and includes the evaluation of student feedback obtained after the end of the course.

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来源期刊
Asian Survey
Asian Survey AREA STUDIES-
CiteScore
1.80
自引率
22.20%
发文量
38
期刊介绍: The only academic journal of its kind produced in the United States, Asian Survey provides a comprehensive retrospective of contemporary international relations within South, Southeast, and East Asian nations. As the Asian community’s matrix of activities becomes increasingly complex, it is essential to have a sourcebook for sound analysis of current events, governmental policies, socio-economic development, and financial institutions. In Asian Survey you’ll find that sourcebook. Asian Survey consistently publishes articles by leading American and foreign scholars, whose views supplement and contest meanings disseminated by the media.
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