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The increasing availability of curated citation data provides a wealth of resources for analyzing and understanding the intellectual influence of scientific publications. In the field of statistics, current studies of citation data have…

数字图书馆 · 计算机科学 2021-10-19 Lijia Wang , Xin Tong , Y. X. Rachel Wang

In this study we investigate how quantification of Wikipedia biographies can shed light on worldwide longitudinal gender inequality trends. We present an academic index allowing comparative study of gender inequality through space and time,…

计算机与社会 · 计算机科学 2015-02-11 Maximilian Klein , Piotr Konieczny

Imagine a princess asleep in a castle, waiting for her prince to slay the dragon and rescue her. Tales like the famous Sleeping Beauty clearly divide up gender roles. But what about more modern stories, borne of a generation increasingly…

计算与语言 · 计算机科学 2016-03-30 Ethan Fast , Tina Vachovsky , Michael S. Bernstein

Wikipedia is a community-created encyclopedia that contains information about notable people from different countries, epochs and disciplines and aims to document the world's knowledge from a neutral point of view. However, the narrow…

计算机与社会 · 计算机科学 2015-03-25 Claudia Wagner , David Garcia , Mohsen Jadidi , Markus Strohmaier

Gender and race inferred from an individual's name are a notable source of stereotypes and biases that subtly influence social interactions. Abundant evidence from human experiments has revealed the preferential treatment that one receives…

计算机与社会 · 计算机科学 2024-04-24 Yumou Wei , Paulo F. Carvalho , John Stamper

Recent studies conducted in different scientific disciplines have concluded that researchers belonging to some socio-cultural groups (e.g., women, racialized people) are usually less cited than other researchers belonging to dominating…

数字图书馆 · 计算机科学 2024-11-28 Karolina Tchilinguirova , Alvine Boaye Belle , Gouled Mahamud

We study the statistics of citations made to the top ranked indexed journals for Science and Social Science databases in the Journal Citation Reports using different measures. Total annual citation and impact factor, as well as a third…

数字图书馆 · 计算机科学 2014-03-10 Abdul Khaleque , Arnab Chatterjee , Parongama Sen

Collaborative filtering algorithms find useful patterns in rating and consumption data and exploit these patterns to guide users to good items. Many of the patterns in rating datasets reflect important real-world differences between the…

信息检索 · 计算机科学 2020-07-28 Michael D. Ekstrand , Daniel Kluver

Biases against women in the workplace have been documented in various studies. There is also a growing body of literature on biases within academia. But particularly in STEM, due to the heavily male-dominated field, studies suggest that if…

数字图书馆 · 计算机科学 2023-06-21 Joana Fonseca

Citations are commonly held to represent scientific impact. To date, however, there is no empirical evidence in support of this postulate that is central to research assessment exercises and Science of Science studies. Here, we report on…

数字图书馆 · 计算机科学 2016-12-14 Filippo Radicchi , Alexander Weissman , Johan Bollen

Co-citation measurements can reveal the extent to which a concept representing a novel combination of existing ideas evolves towards a specialty. The strength of co-citation is represented by its frequency, which accumulates over time. Of…

数字图书馆 · 计算机科学 2022-02-28 Sitaram Devarakonda , James Bradley , Dmitriy Korobskiy , Tandy Warnow , George Chacko

Large language models (LLMs) are rapidly being adopted as research assistants, particularly for literature review and reference recommendation, yet little is known about whether they introduce demographic bias into citation workflows. This…

数字图书馆 · 计算机科学 2025-08-06 Jiangen He

Gender bias, a systemic and unfair difference in how men and women are treated in a given domain, is widely studied across different academic fields. Yet, there are barely any studies of the phenomenon in the field of academic information…

计算机与社会 · 计算机科学 2021-08-30 Silvia Masiero , Aleksi Aaltonen

Stating your gender pronouns, along with your name, is becoming the new norm of self-introductions at school, at the workplace, and online. The increasing prevalence and awareness of nonconforming gender identities put discussions of…

社会与信息网络 · 计算机科学 2023-10-31 Julie Jiang , Emily Chen , Luca Luceri , Goran Murić , Francesco Pierri , Ho-Chun Herbert Chang , Emilio Ferrara

Scholarly impact may be metricized using an author's total number of citations as a stand-in for real worth, but this measure varies in applicability between disciplines. The detail of the number of citations per publication is nowadays…

数字图书馆 · 计算机科学 2018-09-06 Peter T. Breuer , Jonathan P. Bowen

Citation impact is commonly assessed using direct, first-order citation relations. We consider here instead the indirect influence of publications on new publications via citations. We present a novel method to quantify the higher-order…

数字图书馆 · 计算机科学 2020-06-08 Massimo Franceschet , Giovanni Colavizza

We describe a simple model of how a publication's citations change over time, based on pure-birth stochastic processes with a linear cumulative advantage effect. The model is applied to citation data from the Physical Review corpus provided…

数字图书馆 · 计算机科学 2017-03-16 Michael J. Hazoglu , Vivek Kulkarni , Steven S. Skiena , Ken A. Dill

This study explores the citation diversity in scholarly literature, analyzing different patterns of citations observed within different countries and academic disciplines. We examine citation distributions across top institutions within…

物理与社会 · 物理学 2025-08-26 Suchismita Banerjee , Abhik Ghosh , Banasri Basu

Mounting evidence suggests that publications and citations of scholars in the STEM fields (Science, Technology, Engineering and Mathematics) suffer from gender biases. In this paper, we study the physics community, a core STEM field in…

物理与社会 · 物理学 2022-11-07 Hyunsik Kong , Samuel Martin-Gutierrez , Fariba Karimi

Scientific retractions reflect issues within the scientific record, arising from human error or misconduct. Although gender differences in retraction rates have been previously observed in various contexts, no comprehensive study has…

数字图书馆 · 计算机科学 2025-07-24 Er-Te Zheng , Hui-Zhen Fu , Mike Thelwall , Zhichao Fang