YoVDO

Finding bibliography metrics using the Crossref API

Offered By: Coursera Project Network via Coursera

Tags

Data Analysis Courses R Programming Courses Academic Research Courses Data Manipulation Courses

Course Description

Overview

Manually searching specific metadata for an academic paper is laborious. Is there any magic that we can get all metadata for the bibliography search done at once? Crossref is the tool for you. It can extract the metadata for tens of thousands of papers online in one run. By the end of this project, learners will be able to create their own tailored R function to find paper metrics from the Crossref API. The function, which will be guided to build step by step, can easily be re-used when there are newly added articles or if the learners want to get the most up-to-date metrics. In this guided project, the instructor will walk learners through understanding the Crossref API, tailoring an R function, and wrangling the bibliography dataset. A good handle of this method will make it convenient for learners to analyze different metrics for bibliography from different fields, such as impact and number of collaborators.

Syllabus

  • Project Overview
    • Manually searching specific metadata for an academic paper is laborious. Is there any magic that we can get all metadata for the bibliography search done at once? Crossref is the tool for you. It can extract the metadata for tens of thousands of papers online in one run. By the end of this project, learners will be able to create their own tailored R function to find paper metrics from the Crossref API. The function can easily be re-used when there are newly added articles or if the learners want to get the most up-to-date metrics. A good handle of this method will make it convenient for learners to analyze different metrics for bibliography from different fields, such as impact and number of collaborators. This guided project is for learners who are interested in science management, general science-related meta-analysis, or more specifically bibliography mining. For academic researchers who are wondering what to do with years of papers stored in the reference management software, this could also be a fun project.

Taught by

You (Lilian) Cheng

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