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Text Mining arXiv: A Look Through Quantitative Finance Papers
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Text Mining arXiv: A Look Through Quantitative Finance Papers (2025)Text Mining arXiv: A Look Through Quantit…A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)A Topic Modeling Comparison B…How to conduct a bibliometric analysis: An overview and guidelines (2021)How to conduct a bibliometric…Twenty-five years of The European Journal of Finance (EJF): a retrospective analysis (2020)Twenty-five years of The Euro…Preprints as accelerator of scholarly communication: An empirical analysis in Mathematics (2020)Preprints as accelerator of s…How many preprints have actually been printed and why: a case study of computer science preprints on arXiv (2020)How many preprints have actua…Duration and quality of the peer review process: the author’s perspective (2017)Duration and quality of the p…bibliometrix : An R-tool for comprehensive science mapping analysis (2017)bibliometrix : An R-tool for …The volatility smile [an introduction for students and practitioners] (2016)The volatility smile [an intr…Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Software survey: VOSviewer, a…CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Visualizing Bibliometric Networks (2014)The Slowdown of the Economics Publishing Process (2000)The publishing delay in scholarly peer-reviewed journals (2013)The STM Report: An overview of scientific and scholarly journal publishing (2015)Self-citations as strategic response to the use of metrics for career decisions (2017)On the value of preprints: An early career researcher perspective (2019)How to search for literature in systematic reviews and meta-analyses: A comprehensive step-by-step guide (2024)An index to quantify an individual's scientific research output (2005)Bibliometric Methods in Management and Organization (2014)Conducting systematic literature reviews and bibliometric analyses (2019)Software tools for conducting bibliometric analysis in science: An up-to-date review (2020)Redefine statistical significance (2017)Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories (2018)Preprint paper platforms in the academic scholarly communication environment (2021)A study of referencing changes in preprint-publication pairs across multiple fields (2022)Automated scholarly paper review: Concepts, technologies, and challenges (2023)Do Altmetrics Work? Twitter and Ten Other Social Web Services (2013)Do “altmetrics” correlate with citations? Extensive comparison of altmetric indicators with citations from a multidisciplinary perspective (2014)The state of OA: a large-scale analysis of the prevalence and impact of Open Access articles (2018)Ethical Publishing: How Do We Get There? (2022)A multi-dimensional analysis of usage counts, Mendeley readership, and citations for journal and conference papers (2024)The academic impact of Open Science: a scoping review (2025)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Guidelines for advancing theory and practice through bibliometric research (2022)Literature reviews as independent studies: guidelines for academic practice (2022)Bibliometric Analysis: The Main Steps (2024)Empirical study of topic modeling in Twitter (2010)Big Data, new epistemologies and paradigm shifts (2014)Machine learning on big data: Opportunities and challenges (2017)Finding love in algorithms: deciphering the emotional contexts of close encounters with AI chatbots (2024)Green and sustainable AI research: an integrated thematic and topic modeling analysis (2024)Unveiling the dynamics of AI applications: A review of reviews using scientometrics and BERTopic modeling (2024)Mapping the electronic word-of-mouth (eWOM) research: A systematic review and bibliometric analysis (2021)Mapping the corporate governance scholarship: Current state and future directions (2022)Emotions and consumer behaviour: A review and research agenda (2023)From Time–Space Compression to Spatial Spreads (2017)From Constant to Rough: A Survey of Continuous Volatility Modeling (2023)Limits of Arbitrage and Primary Risk-Taking in Derivative Securities (2023)
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References

  • 2009Software survey: VOSviewer, a computer program for bibliometric mapping21,418 cited
  • 2017bibliometrix : An R-tool for comprehensive science mapping analysis16,195 cited
  • 2021How to conduct a bibliometric analysis: An overview and guidelines14,255 cited
  • 2022A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts983 cited
  • 2017Duration and quality of the peer review process: the author’s perspective303 cited
  • 2020Twenty-five years of The European Journal of Finance (EJF): a retrospective analysis103 cited
  • 2016The volatility smile [an introduction for students and practitioners]84 cited
  • 2020Preprints as accelerator of scholarly communication: An empirical analysis in Mathematics58 cited
  • 2020How many preprints have actually been printed and why: a case study of computer science preprints on arXiv51 cited

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