Scientometrics

Article	Citations
The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis	685
Industry 5.0: improving humanization and sustainability of Industry 4.0	141
Publication patterns’ changes due to the COVID-19 pandemic: a longitudinal and short-term scientometric analysis	110
International collaboration during the COVID-19 crisis: autumn 2020 developments	71
Rethinking SME default prediction: a systematic literature review and future perspectives	70
Link-based approach to study scientific software usage: the case of VOSviewer	70
How the publish-or-perish principle divides a science: the case of economists	53
Combining Web of Science and Scopus datasets in citation-based literature study	52
Search where you will find most: Comparing the disciplinary coverage of 56 bibliographic databases	52
What is the relationship between research funding and citation-based performance? A comparative analysis between critical disciplines	51
RETRACTED ARTICLE: Predatory publishing in Scopus: evidence on cross-country differences	50
A bibliometric review of research on international student mobilities in Asia with Scopus dataset between 1984 and 2019	47
Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing	46
Tracking developments in artificial intelligence research: constructing and applying a new search strategy	40
Scientific laws of research funding to support citations and diffusion of knowledge in life science	38
A big picture: bibliometric study of academic publications from post-Soviet countries	37
Research on Covid-19: a disruptive phenomenon for bibliometrics	36
The sharing of research data facing the COVID-19 pandemic	36
Smart bibliometrics: an integrated method of science mapping and bibliometric analysis	35
Prevalence of potentially predatory publishing in Scopus on the country level	35
Scientometric analysis and knowledge mapping of literature-based discovery (1986–2020)	34
Should open access lead to closed research? The trends towards paying to perform research	34
A decade of in-text citation analysis based on natural language processing and machine learning techniques: an overview of empirical studies	34
Retrieval strategy and possible explanations for the abnormal growth of research publications: re-evaluating a bibliometric analysis of climate change	32
Funding research in Brazil	32

Day-to-day discovery of preprint–publication links	32
Evolution and structure of research fields driven by crises and environmental threats: the COVID-19 research	31
PatentNet: multi-label classification of patent documents using deep learning based language understanding	29
Visualizing the knowledge outburst in global research on COVID-19	29
Mapping the intellectual structure of the coronavirus field (2000–2020): a co-word analysis	29
Anticipating multi-technology convergence: a machine learning approach using patent information	29
Bibliometric studies outside the information science and library science field: uncontainable or uncontrollable?	29
A deep-learning based citation count prediction model with paper metadata semantic features	29
Tracing the development of mapping knowledge domains	29
Visualizing research trends and research theme evolution in E-learning field: 1999–2018	28
Publishing of COVID-19 preprints in peer-reviewed journals, preprinting trends, public discussion and quality issues	28
Brain drain and brain gain in Russia: Analyzing international migration of researchers by discipline using Scopus bibliometric data 1996–2020	28
The correlation between scientific collaboration and citation count at the paper level: a meta-analysis	27
The classification of citing motivations: a meta-synthesis	27
Artificial intelligence in the field of economics	27
Gender differences in the aims and impacts of research	27
When international academic conferences go virtual	26
Mapping the intellectual structure of GIS-T field (2008–2019): a dynamic co-word analysis	26
Impact of Covid-19 on research output by gender across countries	25
An evolving international research collaboration network: spatial and thematic developments in co-authored higher education research, 1998–2018	24
Detecting a network of hijacked journals by its archive	24
Why do papers from international collaborations get more citations? A bibliometric analysis of Library and Information Science papers	24
An overview and evaluation of citation recommendation models	23
Retracted articles in the biomedical literature from Indian authors	23
Innovativeness: a bibliometric vision of the conceptual and intellectual structures and the past and future research directions	23
A discussion of measuring the top-1% most-highly cited publications: quality and impact of Chinese papers	23
Innovation efficiency and the impact of the institutional quality: a cross-country analysis using the two-stage meta-frontier dynamic network DEA model	22
The right to refuse unwanted citations: rethinking the culture of science around the citation	22
Mining research and invention activity for innovation trends: case of blockchain technology	22
User engagement with scholarly tweets of scientific papers: a large-scale and cross-disciplinary analysis	22
The link between countries’ economic and scientific wealth has a complex dependence on technological activity and research policy	22
A deep learning framework to early identify emerging technologies in large-scale outlier patents: an empirical study of CNC machine tool	22
Identifying emerging technologies to envision a future innovation ecosystem: A machine learning approach to patent data	22
Semantic-enhanced topic evolution analysis: a combination of the dynamic topic model and word2vec	21
Letter to the Editor: publish, publish … cursed!	21
Various aspects of interdisciplinarity in research and how to quantify and measure those	21
Research ethics: a profile of retractions from world class universities	21
Open data and data sharing in articles about COVID-19 published in preprint servers medRxiv and bioRxiv	21
Exploratory analysis of text duplication in peer-review reveals peer-review fraud and paper mills	20
Do research articles with more readable abstracts receive higher online attention? Evidence from Science	20
Knowledge diffusion of supply chain bullwhip effect: main path analysis and science mapping analysis	20
Topic evolution, disruption and resilience in early COVID-19 research	20
Do senior faculty members produce fewer research publications than their younger colleagues? Evidence from Ph.D. granting institutions in the United States	20
Predicting potential knowledge convergence of solar energy: bibliometric analysis based on link prediction model	20
ResearchGate and Google Scholar: how much do they differ in publications, citations and different metrics and why?	19
COVID-19 in the Twitterverse, from epidemic to pandemic: information-sharing behavior and Twitter as an information carrier	19
Abuse of ORCID’s weaknesses by authors who use paper mills	19
Suggestions to the article: demonstrating the ascendancy of COVID-19 research using acronyms	19
Internationalisation, innovation, and academic–corporate co-publications	19
Article age- and field-normalized tools to evaluate scientific impact and momentum	19

Webometrics: evolution of social media presence of universities	19
Citation patterns between impact-factor and questionable journals	18
The aging effect in evolving scientific citation networks	18
A bibliometric study of human–computer interaction research activity in the Nordic-Baltic Eight countries	18
From indexation policies through citation networks to normalized citation impacts: Web of Science, Scopus, and Dimensions as varying resonance chambers	18
A multi-perspective analysis of retractions in life sciences	18
A large-scale comparison of coverage and mentions captured by the two altmetric aggregators: Altmetric.com and PlumX	18
COVID-19 enabled co-authoring networks: a country-case analysis	18
Standard-relevant publications: evidence, processes and influencing factors	18
Factors affecting the citations of papers in tribology journals	18
Citation burst prediction in a bibliometric network	18
Does the Financial Times FT50 journal list select the best management and economics journals?	18
Investigating the association between publication performance and the work environment of university research academics: a systematic review	17
Same journal but different numbers of published records indexed in Scopus and Web of Science Core Collection: causes, consequences, and solutions	17
A credit-like rating system to determine the legitimacy of scientific journals and publishers	17
What happens when a journal converts to open access? A bibliometric analysis	17
A personalized recommendation system for high-quality patent trading by leveraging hybrid patent analysis	17
Enhancing citation recommendation using citation network embedding	17
An integrated approach for detecting and quantifying the topic evolutions of patent technology: a case study on graphene field	17
Citation inequality and the Journal Impact Factor: median, mean, (does it) matter?	17
Are female scientists less inclined to publish alone? The gender solo research gap	17
Factors affecting time to publication in information science	17
Characterizing research leadership on geographically weighted collaboration network	16
To what extent is researchers' data-sharing motivated by formal mechanisms of recognition and credit?	16
Enhancing keyphrase extraction from academic articles with their reference information	16
China’s technological performance as reflected in patents	16
Do main paths reflect technological trajectories? Applying main path analysis to the semiconductor manufacturing industry	16
Pandemic publication: correction and erratum in COVID-19 publications	16
Measuring the efficiency of university departments: an empirical study using data envelopment analysis and cluster analysis	16
Interdisciplinarity and impact: the effects of the citation time window	16
Analyzing knowledge entities about COVID-19 using entitymetrics	16
Is academic writing becoming more positive? A large-scale diachronic case study of Science research articles across 25 years	15
Predicting future technological convergence patterns based on machine learning using link prediction	15
Visibility, impact, and applications of bibliometric software tools through citation analysis	15
Evaluating the higher education productivity of Chinese and European “elite” universities using a meta-frontier approach	15
The new norm: Computer Science conferences respond to COVID-19	15
What academic mobility configurations contribute to high performance: an fsQCA analysis of CSC-funded visiting scholars	15
Readability is decreasing in language and linguistics	15
COVID-19 and the scientific publishing system: growth, open access and scientific fields	15
Open access uptake in Germany 2010–2018: adoption in a diverse research landscape	15
Comparing technology convergence of artificial intelligence on the industrial sectors: two-way approaches on network analysis and clustering analysis	15
Universities vs. research institutes? Overcoming the Soviet legacy of higher education and research	15
Developing a risk-adaptive technology roadmap using a Bayesian network and topic modeling under deep uncertainty	15
Higher research productivity = more pay? Gender pay-for-productivity inequity across disciplines	15
Analysis of the new scopus CiteScore	15
Mapping the sustainable development goals (SDGs) in science, technology and innovation: application of machine learning in SDG-oriented artefact detection	15
Deep learning, deep change? Mapping the evolution and geography of a general purpose technology	15
Towards a systematic description of the field using bibliometric analysis: malware evolution	15
The Sci-Hub effect on papers’ citations	15
Publication outperformance among global South researchers: An analysis of individual-level and publication-level predictors of positive deviance	15
The impact of Jürgen Habermas’s scientific production: a scientometric review	15
The use of citation context to detect the evolution of research topics: a large-scale analysis	15
A novel hybrid paper recommendation system using deep learning	14
The state of social science research on COVID-19	14
The lack of meaningful boundary differences between journal impact factor quartiles undermines their independent use in research evaluation	14
Network dynamics in university-industry collaboration: a collaboration-knowledge dual-layer network perspective	14
National orientation of Ukrainian journals: means-ends decoupling in a semi-peripheral state	14
Team size and retracted citations reveal the patterns of retractions from 1981 to 2020	14
Conference proceedings publications in bibliographic databases: a case study of countries in Southeast Asia	14
Are firms withdrawing from basic research? An analysis of firm-level publication behaviour in Germany	14
The Matthew effect impacts science and academic publishing by preferentially amplifying citations, metrics and status	14
Big data augmentated business trend identification: the case of mobile commerce	14
The open access usage advantage: a temporal and spatial analysis	14
Does the citation period have any effect on the informative value of selected citation indicators in research evaluations?	14
The use of QCA in science, technology and innovation studies: a review of the literature and an empirical application to knowledge transfer	14
Quantitative quality: a study on how performance-based measures may change the publication patterns of Danish researchers	14
Scientific knowledge production and research collaboration between Australia and South Korea: patterns and dynamics based on co-authorship	14
A TOPSIS model for understanding the authors choice of journal selection	14
What do we know about the disruption index in scientometrics? An overview of the literature	13
Combining machine learning and main path analysis to identify research front: from the perspective of science-technology linkage	13
A qualitative and quantitative analysis of open citations to retracted articles: the Wakefield 1998 et al.'s case	13
Ranking of author assessment parameters using Logistic Regression	13
Bibliometric assessment of national scientific journals	13
Application of k-means clustering algorithm to improve effectiveness of the results recommended by journal recommender system	13
Forecasting the future of library and information science and its sub-fields	13
Use of bibliometrics for research evaluation in emerging markets economies: a review and discussion of bibliometric indicators	13
Effect of knowledge hiding on knowledge innovative behavior of innovative team members	13
Journals publishing social network analysis	13
International scientific collaboration of post-Soviet countries: a bibliometric analysis	13
How accurate are Twitter and Facebook altmetrics data? A comparative content analysis	13

Measuring the influence of non-scientific features on citations	13
Retracted articles in oncology in the last three decades: frequency, reasons, and themes	13
The thin ret(raction) line: biomedical journal responses to incorrect non-targeting nucleotide sequence reagents in human gene knockdown publications	13
Article processing charges, altmetrics and citation impact: Is there an economic rationale?	13
Inequalities in the growth of Web of Science	13
Can a paid model for peer review be sustainable when the author can decide whether to pay or not?	13
When a journal is both at the ‘top’ and the ‘bottom’: the illogicality of conflating citation-based metrics with quality	13
An intersectional approach to analyse gender productivity and open access: a bibliometric analysis of the Italian National Research Council	13
Journal rankings and publication strategy	13
Research trend prediction in computer science publications: a deep neural network approach	13
Temporal evolution, most influential studies and sleeping beauties of the coronavirus literature	13
Using altmetrics for detecting impactful research in quasi-zero-day time-windows: the case of COVID-19	13
Evolution and diffusion of information literacy topics	13
Can tweets be used to detect problems early with scientific papers? A case study of three retracted COVID-19/SARS-CoV-2 papers	13
Technology transfer oriented to sustainable development: proposal of a theoretical model based on barriers and opportunities	13
Doc2vec-based link prediction approach using SAO structures: application to patent network	13
Finding citations for PubMed: a large-scale comparison between five freely available bibliographic data sources	13
Number of references: a large-scale study of interval ratios	13
Measuring the impact of biodiversity datasets: data reuse, citations and altmetrics	13
Mapping the field of psychology: Trends in research topics 1995–2015	13
Academic social networks metrics: an effective indicator for university performance?	13
Reliability of researcher capacity estimates and count data dispersion: a comparison of Poisson, negative binomial, and Conway-Maxwell-Poisson models	12
Towards a Triple Helix based efficiency index of innovation systems	12
System dynamic analysis on industry-university-research institute synergetic innovation process based on knowledge flow	12
A knowledge graph embeddings based approach for author name disambiguation using literals	12
Research on the formation mechanism of big data technology cooperation networks: empirical evidence from China	12
Towards medical knowmetrics: representing and computing medical knowledge using semantic predications as the knowledge unit and the uncertainty as the knowledge context	12
Medical professionalism research characteristics and hotspots: a 10-year bibliometric analysis of publications from 2010 to 2019	12
YouTube and science: models for research impact	12
ORCID-linked labeled data for evaluating author name disambiguation at scale	12
Turing Award elites revisited: patterns of productivity, collaboration, authorship and impact	12
The association between topic growth and citation impact of research publications	12
Digital technology helps remove gender bias in academia	12
Measuring the relative intensity of collaboration within a network	12
Measuring academic entities’ impact by content-based citation analysis in a heterogeneous academic network	12
A review of scientific impact prediction: tasks, features and methods	12
International research collaboration: is Africa different? A cross-country panel data analysis	12
Scholarly literature mining with information retrieval and natural language processing: Preface	12
Recommendation method for academic journal submission based on doc2vec and XGBoost	12
A scientific citation recommendation model integrating network and text representations	12
Does open data boost journal impact: evidence from Chinese economics	12
Four problems of the h-index for assessing the research productivity and impact of individual authors	12
An approach for detecting the commonality and specialty between scientific publications and patents	12
Universal and specific features of Ukrainian economic research: publication analysis based on Crossref data	12
Evaluating scientific impact of publications: combining citation polarity and purpose	12
Disentangling the corporate entrepreneurship construct: conceptualizing through co-words	12
The link between ethnic diversity and scientific impact: the mediating effect of novelty and audience diversity	12
International collaboration in higher education research: A gravity model approach	12
Efficiency in university-industry collaboration: an analysis of UK higher education institutions	11
Understanding the increasing market share of the academic publisher “Multidisciplinary Digital Publishing Institute” in the publication output of Central and Eastern European countries: a case study o	11
Evolution analysis of online topics based on ‘word-topic’ coupling network	11
An exploration of metadiscourse usage in book review articles across three academic disciplines: a contrastive analysis of corpus-based research approach	11
Open access research outputs receive more diverse citations	11
Researchers’ attitudes towards the h-index on Twitter 2007–2020: criticism and acceptance	11
Mapping the research landscape of Covid-19 from social sciences perspective: a bibliometric analysis	11
A grey zone for bibliometrics: publications indexed in Web of Science as anonymous	11
SPR-SMN: scientific paper recommendation employing SPECTER with memory network	11
Measuring the innovation of method knowledge elements in scientific literature	11
The impact of geographical bias when judging scientific studies	11
How the Covid-19 crisis shaped research collaboration behaviour	11
The influence of academic advisors on academic network of Physics doctoral students: empirical evidence based on scientometrics analysis	11
The influence of opening up peer review on the citations of journal articles	11
Academic favoritism at work: insider bias in Turkish national journals	11
Toward potential hybrid features evaluation using MLP-ANN binary classification model to tackle meaningful citations	11
Adjectives and adverbs in life sciences across 50 years: implications for emotions and readability in academic texts	11
ITGInsight–discovering and visualizing research fronts in the scientific literature	11
Effect of basic research and applied research on the universities’ innovation capabilities: the moderating role of private research funding	11
Determining factors of cities’ centrality in the interregional innovation networks of China’s biomedical industry	11
International research collaboration in Africa: a bibliometric and thematic analysis	11
Who funds the production of globally visible research in the Global South?	11
Research on semantic representation and citation recommendation of scientific papers with multiple semantics fusion	11
Identifying science in the news: An assessment of the precision and recall of Altmetric.com news mention data	11
Comparative analysis of the research productivity, publication quality, and collaboration patterns of top ranked library and information science schools in China and the United States	11
Identifying and characterizing social media communities: a socio-semantic network approach to altmetrics	10
Machine learning misclassification of academic publications reveals non-trivial interdependencies of scientific disciplines	10
Introducing a novelty indicator for scientific research: validating the knowledge-based combinatorial approach	10
IoT-based botnet attacks systematic mapping study of literature	10
Research articles promoted in embargo e-mails receive higher citations and altmetrics	10
Data sharing platforms: instruments to inform and shape science policy on data sharing?	10
Quantity and quality of research output and economic growth: empirical investigation for all research areas in the MENA countries	10
Comparing paper level classifications across different methods and systems: an investigation of Nature publications	10
The i100-index, i1000-index and i10,000-index: expansion and fortification of the Google Scholar h-index for finer-scale citation descriptions and researcher classification	10
The swift knowledge development path of COVID-19 research: the first 150 days	10
Academic vs. biological age in research on academic careers: a large-scale study with implications for scientifically developing systems	10
Multi-dimensional proximity and network stability: the moderating role of network cohesion	10
Main challenges to international student mobility in the European arena	10
Modeling and simulation of knowledge creation and diffusion in an industry-university-research cooperative innovation network: a case study of China’s new energy vehicles	10
Challenges to the validity of topic reconstruction	10
Identification of topic evolution: network analytics with piecewise linear representation and word embedding	10
Internationalizing AI: evolution and impact of distance factors	10
Demonstrating the ascendancy of COVID-19 research using acronyms	10
A two-stage deep learning-based system for patent citation recommendation	10
Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research	10
Open access in Europe: a national and regional comparison	10
Identifying interdisciplinary topics and their evolution based on BERTopic	10