Scientometrics

Article	Citations
The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis	577
Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations	417
Industry 5.0: improving humanization and sustainability of Industry 4.0	122
A context-aware citation recommendation model with BERT and graph convolutional networks	98
Publication patterns’ changes due to the COVID-19 pandemic: a longitudinal and short-term scientometric analysis	92
Publishing volumes in major databases related to Covid-19	88
Sample size in bibliometric analysis	75
International collaboration during the COVID-19 crisis: autumn 2020 developments	69
Knowledge diffusion paths of blockchain domain: the main path analysis	63
Comprehensive metrological and content analysis of the public–private partnerships (PPPs) research field: a new bibliometric journey	63
Retracted COVID-19 articles: a side-effect of the hot race to publication	61
Coronavirus mapping in scientific publications: When science advances rapidly and collectively, is access to this knowledge open to society?	60
Rethinking SME default prediction: a systematic literature review and future perspectives	60
Link-based approach to study scientific software usage: the case of VOSviewer	56
Thirty years of research into hate speech: topics of interest and their evolution	52
Characteristics of scientific articles on COVID-19 published during the initial 3 months of the pandemic	52
What is the relationship between research funding and citation-based performance? A comparative analysis between critical disciplines	51
Covid-19 pandemic and the unprecedented mobilisation of scholarly efforts prompted by a health crisis: Scientometric comparisons across SARS, MERS and 2019-nCoV literature	51
RETRACTED ARTICLE: Predatory publishing in Scopus: evidence on cross-country differences	50
A deep learning based method for extracting semantic information from patent documents	50
How the publish-or-perish principle divides a science: the case of economists	48
A bibliometric review of research on international student mobilities in Asia with Scopus dataset between 1984 and 2019	46
Search where you will find most: Comparing the disciplinary coverage of 56 bibliographic databases	46
Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing	46
Continued post-retraction citation of a fraudulent clinical trial report, 11 years after it was retracted for falsifying data	45

Combining Web of Science and Scopus datasets in citation-based literature study	45
Evolution of research topics in LIS between 1996 and 2019: an analysis based on latent Dirichlet allocation topic model	40
Gender differences in performance of top cited scientists by field and country	38
Tracking developments in artificial intelligence research: constructing and applying a new search strategy	38
Drivers of article processing charges in open access	37
Scientific laws of research funding to support citations and diffusion of knowledge in life science	36
Research on Covid-19: a disruptive phenomenon for bibliometrics	34
Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study	33
A big picture: bibliometric study of academic publications from post-Soviet countries	32
Should open access lead to closed research? The trends towards paying to perform research	32
The sharing of research data facing the COVID-19 pandemic	32
Impact of the reference list features on the number of citations	32
Prevalence of potentially predatory publishing in Scopus on the country level	31
International collaboration in Brazilian science: financing and impact	31
Scientific collaboration in Russian universities before and after the excellence initiative Project 5-100	30
Funding research in Brazil	30
Day-to-day discovery of preprint–publication links	30
A decade of in-text citation analysis based on natural language processing and machine learning techniques: an overview of empirical studies	30
Visualizing the knowledge outburst in global research on COVID-19	29
Do open access journal articles experience a citation advantage? Results and methodological reflections of an application of multiple measures to an analysis by WoS subject areas	29
Tracing the development of mapping knowledge domains	28
Scientometric analysis and knowledge mapping of literature-based discovery (1986–2020)	28
PatentNet: multi-label classification of patent documents using deep learning based language understanding	28
Evolution and structure of research fields driven by crises and environmental threats: the COVID-19 research	27
Gender differences in the aims and impacts of research	27
Mapping the intellectual structure of the coronavirus field (2000–2020): a co-word analysis	27
A matter of time: publication dates in Web of Science Core Collection	27
Visualizing research trends and research theme evolution in E-learning field: 1999–2018	27
Mapping the technology evolution path: a novel model for dynamic topic detection and tracking	27
The correlation between scientific collaboration and citation count at the paper level: a meta-analysis	27
Evaluating human versus machine learning performance in classifying research abstracts	26
Publishing of COVID-19 preprints in peer-reviewed journals, preprinting trends, public discussion and quality issues	26
The classification of citing motivations: a meta-synthesis	26
Brain drain and brain gain in Russia: Analyzing international migration of researchers by discipline using Scopus bibliometric data 1996–2020	26
When international academic conferences go virtual	26
A deep-learning based citation count prediction model with paper metadata semantic features	25
Mapping the intellectual structure of GIS-T field (2008–2019): a dynamic co-word analysis	25
Anticipating multi-technology convergence: a machine learning approach using patent information	25
Smart bibliometrics: an integrated method of science mapping and bibliometric analysis	25
Bibliometric studies outside the information science and library science field: uncontainable or uncontrollable?	25
Artificial intelligence in the field of economics	24
Knowledge structure transition in library and information science: topic modeling and visualization	24
Does open peer review improve citation count? Evidence from a propensity score matching analysis of PeerJ	24
Recommendation system for technology convergence opportunities based on self-supervised representation learning	24
Impact of Covid-19 on research output by gender across countries	24
Retrieval strategy and possible explanations for the abnormal growth of research publications: re-evaluating a bibliometric analysis of climate change	24
Innovativeness: a bibliometric vision of the conceptual and intellectual structures and the past and future research directions	22
The impact of preprints in Library and Information Science: an analysis of citations, usage and social attention indicators	22
Retracted articles in the biomedical literature from Indian authors	22
An evolving international research collaboration network: spatial and thematic developments in co-authored higher education research, 1998–2018	22

Innovation efficiency and the impact of the institutional quality: a cross-country analysis using the two-stage meta-frontier dynamic network DEA model	22
Identifying the intellectual structure of fields: introduction of the MAK approach	22
Detecting a network of hijacked journals by its archive	22
An in-depth analysis of government funding and international collaboration in scientific research	22
A deep learning framework to early identify emerging technologies in large-scale outlier patents: an empirical study of CNC machine tool	22
Is open access publication useful for all research fields? Presence of funding, collaboration and impact	21
The right to refuse unwanted citations: rethinking the culture of science around the citation	21
Assessing the publication impact using citation data from both Scopus and WoS databases: an approach validated in 15 research fields	21
An overview and evaluation of citation recommendation models	21
Basic research intensity and diversified performance: the moderating role of government support intensity	21
The dynamics of research subfields for library and information science: an investigation based on word bibliographic coupling	20
Why do papers from international collaborations get more citations? A bibliometric analysis of Library and Information Science papers	20
Collaboration and its influence on retraction based on retracted publications during 1978–2017	20
Letter to the Editor: publish, publish … cursed!	20
A discussion of measuring the top-1% most-highly cited publications: quality and impact of Chinese papers	20
Mining research and invention activity for innovation trends: case of blockchain technology	20
Identifying emerging technologies to envision a future innovation ecosystem: A machine learning approach to patent data	20
The link between countries’ economic and scientific wealth has a complex dependence on technological activity and research policy	20
Important citation identification by exploiting the syntactic and contextual information of citations	19
Predicting product development directions for new product planning using patent classification-based link prediction	19
Knowledge diffusion of supply chain bullwhip effect: main path analysis and science mapping analysis	19
Open data and data sharing in articles about COVID-19 published in preprint servers medRxiv and bioRxiv	19
Topic evolution, disruption and resilience in early COVID-19 research	19
User engagement with scholarly tweets of scientific papers: a large-scale and cross-disciplinary analysis	19
The coauthorship networks of the most productive European researchers	18
An altmetric attention advantage for open access books in the humanities and social sciences	18
Predicting potential knowledge convergence of solar energy: bibliometric analysis based on link prediction model	18
Webometrics: evolution of social media presence of universities	18
Do senior faculty members produce fewer research publications than their younger colleagues? Evidence from Ph.D. granting institutions in the United States	18
Suggestions to the article: demonstrating the ascendancy of COVID-19 research using acronyms	18
Research ethics: a profile of retractions from world class universities	18
COVID-19 enabled co-authoring networks: a country-case analysis	18
Analysis of the evolution and collaboration networks of citizen science scientific publications	18
Factors affecting the citations of papers in tribology journals	18
COVID-19 in the Twitterverse, from epidemic to pandemic: information-sharing behavior and Twitter as an information carrier	18
Bibliometric analysis of bioeconomy research in South Africa	18
Citation contagion: a citation analysis of selected predatory marketing journals	17
A multi-perspective analysis of retractions in life sciences	17
Do research articles with more readable abstracts receive higher online attention? Evidence from Science	17
An exploration on the flow of leading research talents in China: from the perspective of distinguished young scholars	17
The aging effect in evolving scientific citation networks	17
A credit-like rating system to determine the legitimacy of scientific journals and publishers	17
Exploratory analysis of text duplication in peer-review reveals peer-review fraud and paper mills	17
Investigating the association between publication performance and the work environment of university research academics: a systematic review	17
Article age- and field-normalized tools to evaluate scientific impact and momentum	17
Does the Financial Times FT50 journal list select the best management and economics journals?	17
A bibliometric measure of translational science	16
A bibliometric study of human–computer interaction research activity in the Nordic-Baltic Eight countries	16
Pandemic publication: correction and erratum in COVID-19 publications	16
Various aspects of interdisciplinarity in research and how to quantify and measure those	16
Internationalisation, innovation, and academic–corporate co-publications	16
Semantic-enhanced topic evolution analysis: a combination of the dynamic topic model and word2vec	16
Abuse of ORCID’s weaknesses by authors who use paper mills	16
A personalized recommendation system for high-quality patent trading by leveraging hybrid patent analysis	16
Where have all the working papers gone? Evidence from four major economics working paper series	16
Analyzing knowledge entities about COVID-19 using entitymetrics	16
Automatic document screening of medical literature using word and text embeddings in an active learning setting	16
An integrated approach for detecting and quantifying the topic evolutions of patent technology: a case study on graphene field	15
Citation patterns between impact-factor and questionable journals	15
What happens when a journal converts to open access? A bibliometric analysis	15
Characterizing research leadership on geographically weighted collaboration network	15
The new norm: Computer Science conferences respond to COVID-19	15
Open access uptake in Germany 2010–2018: adoption in a diverse research landscape	15
Towards a systematic description of the field using bibliometric analysis: malware evolution	15
China’s technological performance as reflected in patents	15
The Sci-Hub effect on papers’ citations	15
Big data augmentated business trend identification: the case of mobile commerce	15
ResearchGate and Google Scholar: how much do they differ in publications, citations and different metrics and why?	15
Citation inequality and the Journal Impact Factor: median, mean, (does it) matter?	15
Identification of promising inventions considering the quality of knowledge accumulation: a machine learning approach	15
A large-scale comparison of coverage and mentions captured by the two altmetric aggregators: Altmetric.com and PlumX	15
Early identification of technological convergence in numerical control machine tool: a deep learning approach	14
Evaluating the higher education productivity of Chinese and European “elite” universities using a meta-frontier approach	14
Measuring the efficiency of university departments: an empirical study using data envelopment analysis and cluster analysis	14
Exploiting word embedding for heterogeneous topic model towards patent recommendation	14
Readability is decreasing in language and linguistics	14
Standard-relevant publications: evidence, processes and influencing factors	14
Deep learning, deep change? Mapping the evolution and geography of a general purpose technology	14
The use of QCA in science, technology and innovation studies: a review of the literature and an empirical application to knowledge transfer	14
Citation burst prediction in a bibliometric network	14

Are female scientists less inclined to publish alone? The gender solo research gap	14
What academic mobility configurations contribute to high performance: an fsQCA analysis of CSC-funded visiting scholars	14
Comparing technology convergence of artificial intelligence on the industrial sectors: two-way approaches on network analysis and clustering analysis	14
The state of social science research on COVID-19	14
Universities vs. research institutes? Overcoming the Soviet legacy of higher education and research	14
To what extent is researchers' data-sharing motivated by formal mechanisms of recognition and credit?	14
A comparative study of abstractive and extractive summarization techniques to label subgroups on patent dataset	14
The use of citation context to detect the evolution of research topics: a large-scale analysis	14
From indexation policies through citation networks to normalized citation impacts: Web of Science, Scopus, and Dimensions as varying resonance chambers	14
Number of references: a large-scale study of interval ratios	13
An intersectional approach to analyse gender productivity and open access: a bibliometric analysis of the Italian National Research Council	13
Mapping the field of psychology: Trends in research topics 1995–2015	13
Network dynamics in university-industry collaboration: a collaboration-knowledge dual-layer network perspective	13
Conference proceedings publications in bibliographic databases: a case study of countries in Southeast Asia	13
Temporal evolution, most influential studies and sleeping beauties of the coronavirus literature	13
Research paper recommender system based on public contextual metadata	13
Enhancing citation recommendation using citation network embedding	13
Factors affecting time to publication in information science	13
Bibliometric assessment of national scientific journals	13
Does monetary support increase citation impact of scholarly papers?	13
Forecasting the future of library and information science and its sub-fields	13
Analyzing the impact of reputational bias on global university rankings based on objective research performance data: the case of the Shanghai Ranking (ARWU)	13
Are firms withdrawing from basic research? An analysis of firm-level publication behaviour in Germany	13
The lack of meaningful boundary differences between journal impact factor quartiles undermines their independent use in research evaluation	13
A semantic similarity adjusted document co-citation analysis: a case of tourism supply chain	13
Using altmetrics for detecting impactful research in quasi-zero-day time-windows: the case of COVID-19	13
A TOPSIS model for understanding the authors choice of journal selection	13
Enhancing keyphrase extraction from academic articles with their reference information	13
Is academic writing becoming more positive? A large-scale diachronic case study of Science research articles across 25 years	13
Inequalities in the growth of Web of Science	13
Team size and retracted citations reveal the patterns of retractions from 1981 to 2020	13
When a journal is both at the ‘top’ and the ‘bottom’: the illogicality of conflating citation-based metrics with quality	13
Interdisciplinarity and impact: the effects of the citation time window	13
Journals publishing social network analysis	13
Do main paths reflect technological trajectories? Applying main path analysis to the semiconductor manufacturing industry	13
Quantitative quality: a study on how performance-based measures may change the publication patterns of Danish researchers	13
Publication outperformance among global South researchers: An analysis of individual-level and publication-level predictors of positive deviance	13
National orientation of Ukrainian journals: means-ends decoupling in a semi-peripheral state	13
Evolution and diffusion of information literacy topics	13
The open access usage advantage: a temporal and spatial analysis	13
Analysis of the new scopus CiteScore	13
A novel hybrid paper recommendation system using deep learning	13
Will the increase in publication volumes “dilute” prestigious journals’ impact factors? A trend analysis of the FT50 journals	12
Universal and specific features of Ukrainian economic research: publication analysis based on Crossref data	12
Effect of knowledge hiding on knowledge innovative behavior of innovative team members	12
Academic social networks metrics: an effective indicator for university performance?	12
Higher research productivity = more pay? Gender pay-for-productivity inequity across disciplines	12
Reliability of researcher capacity estimates and count data dispersion: a comparison of Poisson, negative binomial, and Conway-Maxwell-Poisson models	12
Ranking of author assessment parameters using Logistic Regression	12
The thin ret(raction) line: biomedical journal responses to incorrect non-targeting nucleotide sequence reagents in human gene knockdown publications	12
Same journal but different numbers of published records indexed in Scopus and Web of Science Core Collection: causes, consequences, and solutions	12
COVID-19 and the scientific publishing system: growth, open access and scientific fields	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
Developing a risk-adaptive technology roadmap using a Bayesian network and topic modeling under deep uncertainty	12
Gender gap in medical research: a bibliometric study in Swiss university hospitals	12
Turing Award elites revisited: patterns of productivity, collaboration, authorship and impact	12
Combining machine learning and main path analysis to identify research front: from the perspective of science-technology linkage	12
Can tweets be used to detect problems early with scientific papers? A case study of three retracted COVID-19/SARS-CoV-2 papers	12
Towards a Triple Helix based efficiency index of innovation systems	12
Mapping the sustainable development goals (SDGs) in science, technology and innovation: application of machine learning in SDG-oriented artefact detection	12
Putting personality in context: determinants of research productivity and impact in political science	12
Does corresponding authorship influence scientific impact in collaboration: Brazilian institutions as a case of study	12
Does the citation period have any effect on the informative value of selected citation indicators in research evaluations?	12
Can a paid model for peer review be sustainable when the author can decide whether to pay or not?	12
An observation framework for retracted publications in multiple dimensions	12
Knowledge convergence and organization innovation: the moderating role of relational embeddedness	12
Scholarly literature mining with information retrieval and natural language processing: Preface	12
International collaboration in higher education research: A gravity model approach	12
Scientific knowledge production and research collaboration between Australia and South Korea: patterns and dynamics based on co-authorship	12
Technology transfer oriented to sustainable development: proposal of a theoretical model based on barriers and opportunities	12
Does open data boost journal impact: evidence from Chinese economics	12
Article processing charges, altmetrics and citation impact: Is there an economic rationale?	12
Measuring the impact of biodiversity datasets: data reuse, citations and altmetrics	12
Application of k-means clustering algorithm to improve effectiveness of the results recommended by journal recommender system	11
Research trend prediction in computer science publications: a deep neural network approach	11
International scientific collaboration of post-Soviet countries: a bibliometric analysis	11
A scientific citation recommendation model integrating network and text representations	11
A qualitative and quantitative analysis of open citations to retracted articles: the Wakefield 1998 et al.'s case	11
ORCID-linked labeled data for evaluating author name disambiguation at scale	11
A scientometric review of permafrost research based on textual analysis (1948–2020)	11
Towards medical knowmetrics: representing and computing medical knowledge using semantic predications as the knowledge unit and the uncertainty as the knowledge context	11
Measuring academic entities’ impact by content-based citation analysis in a heterogeneous academic network	11
The link between ethnic diversity and scientific impact: the mediating effect of novelty and audience diversity	11
Measuring the influence of non-scientific features on citations	11
How accurate are Twitter and Facebook altmetrics data? A comparative content analysis	11
Recommendation method for academic journal submission based on doc2vec and XGBoost	11
An approach for detecting the commonality and specialty between scientific publications and patents	11
Open access initiatives in European universities: analysis of their implementation and the visibility of publications in the YERUN network	11
Building the genealogy of family business internationalization: a bibliometric mixed-method approach	11
The Matthew effect impacts science and academic publishing by preferentially amplifying citations, metrics and status	11
Destructive leadership in organizational research: a bibliometric approach	11
What is meaningful research and how should we measure it?	11
Innovation and R&D in Latin America and the Caribbean countries: a systematic literature review	11