A review of the literature on citation impact indicators

L Waltman - Journal of informetrics, 2016 - Elsevier
Citation impact indicators nowadays play an important role in research evaluation, and
consequently these indicators have received a lot of attention in the bibliometric and …

Eco-efficiency considering NetZero and data envelopment analysis: a critical literature review

A Emrouznejad, M Marra, G Yang… - IMA journal of …, 2023 - academic.oup.com
We highlight the state of the art in the eco-efficiency measurement using data envelopment
analysis, including Malmquist–Luenberger productivity index. We also consider productivity …

A glimpse of the first eight months of the COVID-19 literature on microsoft academic graph: themes, citation contexts, and uncertainties

C Chen - Frontiers in research metrics and analytics, 2020 - frontiersin.org
As scientists worldwide search for answers to the overwhelmingly unknown behind the
deadly pandemic, the literature concerning COVID-19 has been growing exponentially …

Measuring the evolution of a scientific field through citation frames

D Jurgens, S Kumar, R Hoover, D McFarland… - Transactions of the …, 2018 - direct.mit.edu
Citations have long been used to characterize the state of a scientific field and to identify
influential works. However, writers use citations for different purposes, and this varied …

Current state and future trends: A citation network analysis of the learning analytics field

S Dawson, D Gašević, G Siemens… - Proceedings of the fourth …, 2014 - dl.acm.org
This paper provides an evaluation of the current state of the field of learning analytics
through analysis of articles and citations occurring in the LAK conferences and identified …

Content‐based citation analysis: The next generation of citation analysis

Y Ding, G Zhang, T Chambers, M Song… - Journal of the …, 2014 - Wiley Online Library
Traditional citation analysis has been widely applied to detect patterns of scientific
collaboration, map the landscapes of scholarly disciplines, assess the impact of research …

Characterizing in-text citations in scientific articles: A large-scale analysis

KW Boyack, NJ van Eck, G Colavizza, L Waltman - Journal of Informetrics, 2018 - Elsevier
We report characteristics of in-text citations in over five million full text articles from two large
databases–the PubMed Central Open Access subset and Elsevier journals–as functions of …

Ordered weighted averaging operators 1988–2014: A citation‐based literature survey

A Emrouznejad, M Marra - International Journal of Intelligent …, 2014 - Wiley Online Library
This study surveys the ordered weighted averaging (OWA) operator literature using a
citation network analysis. The main goals are the historical reconstruction of scientific …

A decade of in-text citation analysis based on natural language processing and machine learning techniques: an overview of empirical studies

S Iqbal, SU Hassan, NR Aljohani, S Alelyani, R Nawaz… - Scientometrics, 2021 - Springer
In-text citation analysis is one of the most frequently used methods in research evaluation.
We are seeing significant growth in citation analysis through bibliometric metadata, primarily …

Data envelopment analysis in financial services: a citations network analysis of banks, insurance companies and money market funds

S Kaffash, M Marra - Annals of Operations Research, 2017 - Springer
Abstract Development and application of the data envelopment analysis (DEA) method,
have been the subject of numerous reviews. In this paper, we consider the papers that apply …