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Research Article Meta-data Description Made Quick and Easy
Latest   Machine Learning

Research Article Meta-data Description Made Quick and Easy

Last Updated on July 31, 2023 by Editorial Team

Author(s): Petr Korab

Originally published on Towards AI.

Summarize essential information from research meta-data with text mining methods in a few lines of Python code

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Photo by fabrikasimf on Freepik

By: Petr Koráb (Zeppelin University in Friedrichshafen, Germany; Lentiamo, Prague) and Jarko Fidrmuc (Zeppelin University in Friedrichshafen, Germany)

Research publication meta-data (article titles, publication dates, keywords) provide valuable insights into how the whole field develops over time. Text mining with appropriate techniques helps discover which concepts, theories, or models were at the center of researchers’ attention at different times. In social sciences, article titles also reflect the sentiment of the results they present. An article titled, e.g. “Credit crunch and shocks to firms: Korean experience under… Read the full blog for free on Medium.

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