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Social and Behavioral Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Scholarly Communication

Singapore Management University

2022

Machine learning

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Full-Text Articles in Social and Behavioral Sciences

Open Access Enables New Tools And Features, Aaron Tay May 2022

Open Access Enables New Tools And Features, Aaron Tay

Research Collection Library

Open Access levels are now at a tipping point. According to Digital Science’s Dimensions for the year 2020, Open Access surpassed subscription publication globally for the first time (Hook, 2021). Similarly in Dec 2020, with Elsevier agreeing to deposit open references to Crossref (the last major publisher to do), over 90% of Crossref references are now open (Hutchin, 2021). The combination of these two trends, both Open Access to full text and Open Scholarly metadata as well as Machine learning techniques has led to a rise of new tools in areas such as literature mapping , new indexes and new …


Game Changing Factors Impacting The Scholarly Records, Aaron Tay Jan 2022

Game Changing Factors Impacting The Scholarly Records, Aaron Tay

Research Collection Library

Invited talk for 18th Annual Library Leadership Institute - Hong Kong | 17 - 20 January 2022.

In this 2022 talk Aaron Tay, reflects and expands on the talk he gave at the OCLC APRC in 2018 where he proposes 3 main trends that will impact the long term future of academic libraries.

1. Increasing diversity of the Scholarly Record

2. Push towards "Open"

3. Increasing effectiveness of technology - e.g.. Machine learning.

All three trends work indepdendently as well as reinforce each other. In this updated talk he give examples of some of these trends from the use of …