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August 3, 2024 by Gary Price

Journal Article: “Bibliometrics Beyond Citations: Introducing Mention Extraction and Analysis”

August 3, 2024 by Gary Price

The article linked below (full text) was recently published by Scientometrics.

Title

Bibliometrics Beyond Citations: Introducing Mention Extraction and Analysis

Authors

Eugenio Petrovich
University of Turin

Sander Verhaegh
University of Tilburg

Gregor Bös
University of Tilburg

Claudia Cristalli
University of Tilburg

Fons Dewulf
University of Tilburg

Ties van Gemert
University of Tilburg

Nina IJdens
University of Tilburg

Source

Scientometrics (2024)

DOI: 10.1007/s11192-024-05116-x

Abstract

Standard citation-based bibliometric tools have severe limitations when they are applied to periods in the history of science and the humanities before the advent of now-current citation practices. This paper presents an alternative method involving the extracting and analysis of mentions to map and analyze links between scholars and texts in periods that fall outside the scope of citation-based studies. Focusing on one specific discipline in one particular period and language area—Anglophone philosophy between 1890 and 1979—we describe a procedure to create a mention index by identifying, extracting, and disambiguating mentions in academic publications. Our mention index includes 1,095,765 mention links, extracted from 22,977 articles published in 12 journals. We successfully link 93% of these mentions to specific philosophers, with an estimated precision of 82% to 91%. Moreover, we integrate the mention index into a database named EDHIPHY, which includes data and metadata from multiple sources and enables multidimensional mention analyses. In the final part of the paper, we present four case studies conducted by domain experts, demonstrating the use and the potential of both EDHIPHY and mention analyses more generally.

Co-mention network of philosophers mentioned in articles appeared in American philosophy journals in the period 1910–1919. Threshold for inclusion on the map: 50 mentions; Only links with strength 10 or more are shown. Resolution parameter of the clustering algorithm = 0.9. The interactive visualization is available at https://tinyurl.com/25du9nl3 Source: 10.1007/s11192-024-05116-x

Direct to Full Text Article

Filed under: Data Files, Journal Articles, News

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About Gary Price

Gary Price (gprice@gmail.com) is a librarian, writer, consultant, and frequent conference speaker based in the Washington D.C. metro area. He earned his MLIS degree from Wayne State University in Detroit. Price has won several awards including the SLA Innovations in Technology Award and Alumnus of the Year from the Wayne St. University Library and Information Science Program. From 2006-2009 he was Director of Online Information Services at Ask.com.

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