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In the past, several works have investigated ways for combining quantitative and qualitative methods in research assessment exercises. In this work, we aim at introducing a methodology to explore whether citation-based metrics, calculated…

数字图书馆 · 计算机科学 2021-06-11 Federica Bologna , Angelo Di Iorio , Silvio Peroni , Francesco Poggi

Systematic literature studies have received much attention in empirical software engineering in recent years. They have become a powerful tool to collect and structure reported knowledge in a systematic and reproducible way. We distinguish…

软件工程 · 计算机科学 2016-12-13 M. Kuhrmann , D. Méndez Fernández , M. Daneva

The process of innovation follows non-linear patterns across the domains of science, technology, and the economy. Novel bibliometric mapping techniques can be used to investigate and represent distinctive, but complementary perspectives on…

数字图书馆 · 计算机科学 2013-01-30 Loet Leydesdorff , Daniele Rotolo , Wouter de Nooy

Bibliometric techniques are not yet widely used to enhance retrieval processes in digital libraries, although they offer value-added effects for users. In this workshop we will explore how statistical modelling of scholarship, such as…

信息检索 · 计算机科学 2014-01-19 Philipp Mayr , Andrea Scharnhorst , Birger Larsen , Philipp Schaer , Peter Mutschke

The new web-based academic communication platforms do not only enable researchers to better advertise their academic outputs, making them more visible than ever before, but they also provide a wide supply of metrics to help authors better…

数字图书馆 · 计算机科学 2018-04-17 Alberto Martín-Martín , Enrique Orduna-Malea , Emilio Delgado López-Cózar

Alternative metrics (aka altmetrics) are gaining increasing interest in the scientometrics community as they can capture both the volume and quality of attention that a research work receives online. Nevertheless, there is limited knowledge…

In December 2003, seventeen years after the first UK research assessment exercise, Italy started up its first-ever national research evaluation, with the aim to evaluate, using the peer review method, the excellence of the national research…

计算机与社会 · 计算机科学 2009-12-15 Massimo Franceschet , Antonio Costantini

As large language models (LLMs) transition from general knowledge retrieval to complex scientific discovery, their evaluation standards must also incorporate the rigorous norms of scientific inquiry. Existing benchmarks exhibit a critical…

Numerous national research assessment policies set the goal of promoting "excellence" and incentivise scholars to publish their research in the most prestigious journals or with the most prestigious book publishers. We investigate the…

数字图书馆 · 计算机科学 2021-09-07 Eleonora Dagiene

Bibliometric indexes are customary used in evaluating the impact of scientific research, even though it is very well known that in different research areas they may range in very different intervals. Sometimes, this is evident even within a…

数字图书馆 · 计算机科学 2014-03-18 Pierluigi Amodio , Luigi Brugnano

Bibliometric indicators, citation counts and/or download counts are increasingly being used to inform personnel decisions such as hiring or promotions. These statistics are very often misused. Here we provide a guide to the factors which…

物理与社会 · 物理学 2018-08-08 Michael J. Kurtz

The paper presents the results of bibliometric analysis of publications that were co-written by authors affiliated with Ukrainian and Russian institutions in 2007-2016 according to Scopus. Results of the study show that Ukrainian and…

数字图书馆 · 计算机科学 2017-11-16 Serhii Nazarovets

In recent years, new indicators known as altmetrics have been introduced to measure the impact of scientific activity. These indicators are obtained through the mentions realised from different social media, existing several aggregators of…

数字图书馆 · 计算机科学 2020-04-06 Daniel Torres-Salinas , Wenceslao Arroyo-Machado , Nicolás Robinson-García

By utilizing statistical methods to analyze bibliographic data, bibliometrics faces inherent limitations in identifying the most significant science and technology achievements and researchers. To overcome this challenge, we present an…

计算工程、金融与科学 · 计算机科学 2024-08-23 Guoxin Kang , Wanling Gao , Lei Wang , Chunjie Luo , Hainan Ye , Qian He , Shaopeng Dai , Jianfeng Zhan

It is widely recognized that collaboration between the public and private research sectors should be stimulated and supported, as a means of favoring innovation and regional development. This work takes a bibliometric approach, based on…

数字图书馆 · 计算机科学 2018-11-06 Giovanni Abramo , Ciriaco Andrea D'Angelo , Marco Solazzi

Scientists have always used the studies and research of other researchers to achieve new objectives and perspectives. In particular, employing and operating the measured data in previous studies is so practical. Searching the content of…

数字图书馆 · 计算机科学 2025-12-09 Golsa Heidari , Markus Stocker , Sören Auer

Citation metrics are becoming pervasive in the quantitative evaluation of scholars, journals and institutions. More then ever before, hiring, promotion, and funding decisions rely on a variety of impact metrics that cannot disentangle…

数字图书馆 · 计算机科学 2015-09-03 Jasleen Kaur , Emilio Ferrara , Filippo Menczer , Alessandro Flammini , Filippo Radicchi

Contemporary scientometric indicators remain anchored in paradigms and axioms from when academic research was conducted in small scholarly communities. With the global proliferation of scientific research, academia is now organized in large…

数字图书馆 · 计算机科学 2026-05-05 Han Zhang , Anshuman Sabath , Timothy W. Dunn , L. Catherine Brinson

This special issue brings together eight papers from experts of communities which often have been perceived as different once: bibliometrics, scientometrics and informetrics on the one side and information retrieval on the other. The idea…

信息检索 · 计算机科学 2019-01-15 Philipp Mayr , Andrea Scharnhorst

Large Language Models (LLMs) have achieved significant advances in natural language processing, yet their potential for high-stake political decision-making remains largely unexplored. This paper addresses the gap by focusing on the…

计算与语言 · 计算机科学 2026-01-26 Yueqing Liang , Liangwei Yang , Chen Wang , Congying Xia , Rui Meng , Xiongxiao Xu , Haoran Wang , Ali Payani , Kai Shu