SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Capturing the Complexity of COVID-19 Research: Trend Analysis in the First Two Years of the Pandemic Using a Bayesian Probabilistic Model and Machine Learning Tools
16 references·1 citing·51 second hop
Capturing the Complexity of COVID-19 Research: Trend Analysis in the First Two Years of the Pandemic Using a Bayesian Probabilistic Model and Machine Learning Tools (2022)Capturing the Complexity of COVID-19 Rese…LDAShiny: An R Package for Exploratory Review of Scientific Literature Based on a Bayesian Probabilistic Model and Machine Learning Tools (2021)LDAShiny: An R Package for Ex…Top Concerns of Tweeters During the COVID-19 Pandemic: Infoveillance Study (2020)Top Concerns of Tweeters Duri…The status and trends of coronavirus research (2020)The status and trends of coro…The scientific literature on Coronaviruses, COVID-19 and its associated safety-related research dimensions: A scientometric analysis and scoping review (2020)The scientific literature on …Public health emergencies of international concern: a historic overview (2020)Public health emergencies of …Pandemic publishing: Medical journals strongly speed up their publication process for COVID-19 (2020)Pandemic publishing: Medical …Machine Learning Maps Research Needs in COVID-19 Literature (2020)Machine Learning Maps Researc…Health Communication Through News Media During the Early Stage of the COVID-19 Outbreak in China: Digital Topic Modeling Approach (2020)Health Communication Through …Analysis of Scientific Publications During the Early Phase of the COVID-19 Pandemic: Topic Modeling Study (2020)Analysis of Scientific Public…A Bibliometric Analysis of COVID-19 across Science and Social Science Research Landscape (2020)A Bibliometric Analysis of CO…Analyzing scientific research topics in manufacturing field using a topic model (2019)Analyzing scientific research…Using Machine Learning to Uncover Latent Research Topics in Fishery Models (2018)Using Machine Learning to Unc…bibliometrix : An R-tool for comprehensive science mapping analysis (2017)bibliometrix : An R-tool for …topicmodels: An R Package for Fitting Topic Models (2011)topicmodels: An R Package for…Science mapping software tools: Review, analysis, and cooperative study among tools (2011)Science mapping software tool…The rate of growth in scientific publication and the decline in coverage provided by Science Citation Index (2010)The rate of growth in scienti…Using Latent Dirichlet Allocation Topic Modeling to Uncover Latent Research Topics and Trends in Renal Cell Carcinoma: Bibliometric Review (2025)Using Latent Dirichlet Alloca…The Matthew Effect in Science (1968)The Matthew effect in science. The reward and communication systems of science are considered. (1968)An index to quantify an individual's scientific research output (2005)Green supply chain management: A review and bibliometric analysis (2015)The Role of Google Scholar in Evidence Reviews and Its Applicability to Grey Literature Searching (2015)Which academic search systems are suitable for systematic reviews or meta‐analyses? Evaluating retrieval qualities of Google Scholar, PubMed, and 26 other resources (2019)Fuzzy sets (1965)Fuzzy sets (1996)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Current trends in Smart City initiatives: Some stylised facts (2014)Visualizing Bibliometric Networks (2014)Bibliometric Methods in Management and Organization (2014)Conducting systematic literature reviews and bibliometric analyses (2019)How to conduct a bibliometric analysis: An overview and guidelines (2021)A Work‐In‐Process Literature Review: Incorporating Social Media in Risk and Crisis Communication (2011)Twitter as a Tool for Health Research: A Systematic Review (2016)Addressing Health-Related Misinformation on Social Media (2018)Tracking Social Media Discourse About the COVID-19 Pandemic: Development of a Public Coronavirus Twitter Data Set (2020)Unusual purchasing behavior during the early stages of the COVID-19 pandemic: The stimulus-organism-response approach (2020)What social media told us in the time of COVID-19: a scoping review (2021)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Mental health status of people isolated due to Middle East Respiratory Syndrome (2016)Systematic Literature Review on the Spread of Health-related Misinformation on Social Media (2019)Citizens’ Adherence to COVID-19 Mitigation Recommendations by the Government: A 3-Country Comparative Evaluation Using Web-Based Cross-Sectional Survey Data (2020)Psychological impacts from COVID-19 among university students: Risk factors across seven states in the United States (2021)Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource (2021)A typology of reviews: an analysis of 14 review types and associated methodologies (2009)An overview of scientometric mapping for the safety science community: Methods, tools, and framework (2020)Immediate Psychological Responses and Associated Factors during the Initial Stage of the 2019 Coronavirus Disease (COVID-19) Epidemic among the General Population in China (2020)A systematic review of AI technology-based service encounters: Implications for hospitality and tourism operations (2021)Human mobility behavior in COVID-19: A systematic literature review and bibliometric analysis (2021)Peer-review practices of psychological journals: The fate of published articles, submitted again (1982)Peer review: a flawed process at the heart of science and journals (2006)Peer Review: A Flawed Process at the Heart of Science and Journals (2006)CORD-19: The COVID-19 Open Research Dataset (2020)Pandemic publishing poses a new COVID-19 challenge (2020)How COVID-19 has fundamentally changed clinical research in global health (2021)Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach (2020)Software tools for conducting bibliometric analysis in science: An up-to-date review (2020)The Impact of Pandemic Crisis on the Restaurant Business (2020)A bibliometric review of research on COVID-19 and tourism: Reflections for moving forward (2021)Exploring machine learning: a scientometrics approach using bibliometrix and VOSviewer (2022)Infectious disease implications of large-scale migration of Venezuelan nationals (2018)Social consequences of mass quarantine during epidemics: a systematic review with implications for the COVID-19 response (2020)The pandemic of social media panic travels faster than the COVID-19 outbreak (2020)Delays in reporting and publishing trial results during pandemics: cross sectional analysis of 2009 H1N1, 2014 Ebola, and 2016 Zika clinical trials (2021)Covid-19 vaccine acceptance and associated factors among pregnant women in Pennsylvania 2020 (2022)Decoding Infection and Transmission: Deciphering the mystery of infectious diseases from data-based research (2023)Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis (2017)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)
this work references cited by second hop

References

  • 2017bibliometrix : An R-tool for comprehensive science mapping analysis16,195 cited
  • 2011Science mapping software tools: Review, analysis, and cooperative study among tools3,274 cited
  • 2010The rate of growth in scientific publication and the decline in coverage provided by Science Citation Index964 cited
  • 2020Top Concerns of Tweeters During the COVID-19 Pandemic: Infoveillance Study800 cited
  • 2011topicmodels: An R Package for Fitting Topic Models349 cited
  • 2020Health Communication Through News Media During the Early Stage of the COVID-19 Outbreak in China: Digital Topic Modeling Approach310 cited
  • 2020Pandemic publishing: Medical journals strongly speed up their publication process for COVID-19268 cited
  • 2020The scientific literature on Coronaviruses, COVID-19 and its associated safety-related research dimensions: A scientometric analysis and scoping review265 cited
  • 2020Public health emergencies of international concern: a historic overview263 cited
  • 2020A Bibliometric Analysis of COVID-19 across Science and Social Science Research Landscape183 cited
  • 2019Analyzing scientific research topics in manufacturing field using a topic model75 cited
  • 2020The status and trends of coronavirus research65 cited
  • 2020Analysis of Scientific Publications During the Early Phase of the COVID-19 Pandemic: Topic Modeling Study61 cited
  • 2021

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

LDAShiny: An R Package for Exploratory Review of Scientific Literature Based on a Bayesian Probabilistic Model and Machine Learning Tools
47 cited
  • 2018Using Machine Learning to Uncover Latent Research Topics in Fishery Models43 cited
  • 2020Machine Learning Maps Research Needs in COVID-19 Literature42 cited
  • Cited by

    • 2025Using Latent Dirichlet Allocation Topic Modeling to Uncover Latent Research Topics and Trends in Renal Cell Carcinoma: Bibliometric Review7 cited