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Understanding big data themes from scientific biomedical literature through topic modeling
16 references·9 citing·34 second hop
Understanding big data themes from scientific biomedical literature through topic modeling (2016)Understanding big data themes from scient…A formal definition of Big Data based on its essential features (2016)A formal definition of Big Da…Big data analytics: a survey (2015)Big data analytics: a surveyBig Data: A Survey (2014)Big Data: A SurveyUndefined By Data: A Survey of Big Data Definitions (2013)Undefined By Data: A Survey o…Making Sense of Big Data (2012)Making Sense of Big DataCRITICAL QUESTIONS FOR BIG DATA (2012)CRITICAL QUESTIONS FOR BIG DA…Business Intelligence and Analytics: From Big Data to Big Impact (2012)Business Intelligence and Ana…Big Data analytics (2012)Big Data analyticsUnderstanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data (2011)Understanding Big Data: Analy…topicmodels : An R Package for Fitting Topic Models (2011)topicmodels : An R Package fo…Comparing Twitter and Traditional Media Using Topic Models (2011)Comparing Twitter and Traditi…Big data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…The pathologies of big data (2009)The pathologies of big dataText Mining Infrastructure in R (2008)Text Mining Infrastructure in…Human behavior and the principle of least effort: An introduction to human ecology. By George Kingsley Zipf. Pp. xi, 573. Cambridge, Mass.: Addison-Wesley Press, 1949. (1950)Human behavior and the princi…Human Behavior and the Principle of Least Effort: An Introduction to Human Ecology. (1949)Human Behavior and the Princi…When we talk about Big Data, What do we really mean? Toward a more precise definition of Big Data (2024)When we talk about Big Data, …Internet of Things Data Visualization for Business Intelligence (2022)Internet of Things Data Visua…Exploratory Analysis of Topic Interests and Their Evolution in Bioinformatics Research Using Semantic Text Mining and Probabilistic Topic Modeling (2022)Exploratory Analysis of Topic…An investigation of academic perspectives on the ‘circular economy’ using text mining and a Delphi study (2021)An investigation of academic …Understanding Big Data Through a Systematic Literature Review: The ITMI Model (2019)Understanding Big Data Throug…Knowledge discovery from a more than a decade studies on healthcare Big Data systems: a scientometrics study (2019)Knowledge discovery from a mo…Big Data Trends in Bioinformatics (2019)Big Data Trends in Bioinforma…Big data analytics in sustainability reports: an analysis based on the perceived credibility of corporate published information (2019)Big data analytics in sustain…What’s Hot and What’s Not? - Exploring Trends in Bioinformatics Literature Using Topic Modeling and Keyword Analysis (2017)What’s Hot and What’s Not? - …The Strength of Weak Ties (1973)Writing Culture (1986)Writing Culture: The Poetics and Politics of Ethnography (1986)Big Data, new epistemologies and paradigm shifts (2014)Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology (2014)Algorithms at Work: The New Contested Terrain of Control (2019)An overview of business intelligence technology (2011)Big data: a revolution that will transform how we live, work, and think (2013)A survey of machine learning for big data processing (2016)Critical analysis of Big Data challenges and analytical methods (2016)Untangling text data mining (1999)Bioconductor: open software development for computational biology and bioinformatics (2004)Long-term reduction in implicit race bias: A prejudice habit-breaking intervention (2012)quanteda: An R package for the quantitative analysis of textual data (2018)Empirical study of topic modeling in Twitter (2010)Predicting the Future with Social Media (2010)Unpacking the Use of Social Media for Protest Behavior (2013)The spread of true and false news online (2018)Beyond the hype: Big data concepts, methods, and analytics (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Big data: A review (2013)Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)Big Data technologies: A survey (2017)Computer-Assisted Text Analysis for Comparative Politics (2015)Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)stm : An R Package for Structural Topic Models (2019)UNDERSTANDING CRIME DISPLACEMENT: AN APPLICATION OF RATIONAL CHOICE THEORY (1987)A Poissonian explanation for heavy tails in e-mail communication (2008)The impact of social responsibility on corporate financial performance: A systematic literature review (2023)Understanding Customer Experience Throughout the Customer Journey (2016)Digital transformation: A multidisciplinary reflection and research agenda (2019)Language Is a Complex Adaptive System: Position Paper (2009)Identity and Control: How Social Formations Emerge (2012)A survey of results on mobile phone datasets analysis (2015)
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References

  • 2012Business Intelligence and Analytics: From Big Data to Big Impact6,241 cited
  • 2012CRITICAL QUESTIONS FOR BIG DATA5,449 cited
  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 2014Big Data: A Survey2,909 cited
  • 1950Human behavior and the principle of least effort: An introduction to human ecology. By George Kingsley Zipf. Pp. xi, 573. Cambridge, Mass.: Addison-Wesley Press, 1949.2,193 cited
  • 2011Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data1,467 cited
  • 1949Human Behavior and the Principle of Least Effort: An Introduction to Human Ecology.1,354 cited
  • 2008Text Mining Infrastructure in R1,258 cited
  • 2011Comparing Twitter and Traditional Media Using Topic Models1,214 cited
  • 2011topicmodels : An R Package for Fitting Topic Models1,071 cited
  • 2016A formal definition of Big Data based on its essential features931 cited
  • 2015Big data analytics: a survey818 cited
  • 2012Big Data analytics753 cited
  • 2009The pathologies of big data680 cited
  • 2013Undefined By Data: A Survey of Big Data Definitions385 cited

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2012
Making Sense of Big Data
172 cited

Cited by

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  • 2017What’s Hot and What’s Not? - Exploring Trends in Bioinformatics Literature Using Topic Modeling and Keyword Analysis13 cited
  • 2024When we talk about Big Data, What do we really mean? Toward a more precise definition of Big Data12 cited
  • 2019Big Data Trends in Bioinformatics12 cited