Explore the development and impact of the Open Journal Matcher in this conference talk from linux.conf.au 2021. Learn about the challenges of building an open-source journal recommendation tool, including data gathering from the Directory of Open Access Journals, implementing natural language processing for text similarity, and handling large-scale data processing. Discover insights into the ethical considerations of algorithmic decision-making in academic publishing and the importance of community feedback in shaping such tools. Gain valuable knowledge for authors seeking publication venues, technologists interested in open-source community tools, librarians promoting scholarly communications, and those curious about applying open digital technologies to support scholarship.
Overview
Syllabus
Introduction
Overview
Other journal recommenders
Directory of Open Access Journals
ISNs
Flask
Under the hood
Spacey
Word vectors
Ethical incompleteness
Taught by
linux.conf.au