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An intelligent literature review: adopting inductive approach to define machine learning applications in the clinical domain
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An intelligent literature review: adopting inductive approach to define machine learning applications in the clinical domain (2022)An intelligent literature review: adoptin…The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an…Applications of big data in emerging management disciplines: A literature review using text mining (2021)Applications of big data in e…A new theoretical understanding of big data analytics capabilities in organizations: a thematic analysis (2021)A new theoretical understandi…Smart literature review: a practical topic modelling approach to exploratory literature review (2019)Smart literature review: a pr…Traditional Literature Review and Research Synthesis (2018)Traditional Literature Review…Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)Applying LDA Topic Modeling i…Analysis of publication activity of computational science society in 2001–2017 using topic modelling and graph theory (2018)Analysis of publication activ…What can we learn from corporate sustainability reporting? Deriving propositions for research and practice from over 9,500 corporate sustainability reports published between 1999 and 2015 using topic modelling technique (2017)What can we learn from corpor…Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach (2017)Exploring the Political Agend…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…Mapping the public agenda with topic modeling: The case of the Russian livejournal (2013)Mapping the public agenda wit…Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)Exploiting affinities between…The Value and Purpose of the Traditional Qualitative Literature Review (2010)The Value and Purpose of the …How to Analyze Political Attention with Minimal Assumptions and Costs (2009)How to Analyze Political Atte…A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases (2009)A Bayesian Hierarchical Topic…Conducting a literature review (2004)Conducting a literature reviewContent Analysis: An Introduction to its Methodology. (1984)The Content Analysis Guidebook (2017)Content Analysis: An Introduction to Its Methodology (2019)stm : An R Package for Structural Topic Models (2019)Text as Data (2019)Content Analysis for the Social Sciences and Humanities. (1970)Computational Grounded Theory: A Methodological Framework (2017)Course in General Linguistics (2017)The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (2019)Basic Content Analysis (1990)A Method of Automated Nonparametric Content Analysis for Social Science (2009)A Model of Text for Experimentation in the Social Sciences (2016)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Structural Topic Models for Open‐Ended Survey Responses (2014)Topic Modeling and Text Analysis for Qualitative Policy Research (2019)Analyzing Social Media to Explore the Attitudes and Behaviors Following the Announcement of Successful COVID-19 Vaccine Trials: Infodemiology Study (2021)Topic Modeling: Perspectives From a Literature Review (2022)Discourse Analysis (1983)Rhetoric and frame analysis of ExxonMobil's climate change communications (2021)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews (2021)PRISMA-S: an extension to the PRISMA Statement for Reporting Literature Searches in Systematic Reviews (2021)Cochrane Handbook for Systematic Reviews of Interventions (2008)Literature review as a research methodology: An overview and guidelines (2019)Cochrane Handbook for Systematic Reviews of Interventions (2020)Psychological determinants of users’ adoption and word-of-mouth recommendations of smart voice assistants (2021)SMEs and artificial intelligence (AI): Antecedents and consequences of AI-based B2B practices (2021)How has data-driven marketing evolved: Challenges and opportunities with emerging technologies (2023)Sustainable supply chain management: framework and further research directions (2016)Analysing supply chain resilience: integrating the constructs in a concept mapping framework via a systematic literature review (2017)Supply chain collaboration for sustainability: A literature review and future research agenda (2017)Estimating Dynamic State Preferences from United Nations Voting Data (2013)Mining Marketing Meaning from Online Chatter: Strategic Brand Analysis of Big Data Using Latent Dirichlet Allocation (2014)Twitter and Research: A Systematic Literature Review Through Text Mining (2020)Human mobility behavior in COVID-19: A systematic literature review and bibliometric analysis (2021)Machine learning in finance: A topic modeling approach (2021)
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References

  • 2021The PRISMA 2020 statement: an updated guideline for reporting systematic reviews107,380 cited
  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding1,149 cited
  • 2004Conducting a literature review884 cited
  • 2018Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology847 cited
  • 2009How to Analyze Political Attention with Minimal Assumptions and Costs670 cited
  • 2009A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases552 cited
  • 2019Smart literature review: a practical topic modelling approach to exploratory literature review455 cited
  • 2021Applications of big data in emerging management disciplines: A literature review using text mining255 cited
  • 2017Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach223 cited
  • 2010The Value and Purpose of the Traditional Qualitative Literature Review109 cited
  • 2017What can we learn from corporate sustainability reporting? Deriving propositions for research and practice from over 9,500 corporate sustainability reports published between 1999 and 2015 using topic modelling technique104 cited
  • 2018Traditional Literature Review and Research Synthesis

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87 cited
  • 2013Mapping the public agenda with topic modeling: The case of the Russian livejournal73 cited
  • 2021A new theoretical understanding of big data analytics capabilities in organizations: a thematic analysis54 cited
  • 2018Analysis of publication activity of computational science society in 2001–2017 using topic modelling and graph theory33 cited
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