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Automatic Content Analysis of Social Media Short Texts: Scoping Review of Methods and Tools
16 references·1 citing·37 second hop
Automatic Content Analysis of Social Media Short Texts: Scoping Review of Methods and Tools (2019)Automatic Content Analysis of Social Medi…Content Analysis: An Introduction to Its Methodology (2019)Content Analysis: An Introduc…The Content Analysis Guidebook (2017)The Content Analysis GuidebookText Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It (2017)Text Preprocessing For Unsupe…Detecting depression and mental illness on social media: an integrative review (2017)Detecting depression and ment…Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study (2017)Assessing Suicide Risk and Em…Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook (2017)Advertising Content and Consu…Advancing scoping study methodology: a web-based survey and consultation of perceptions on terminology, definition and methodological steps (2016)Advancing scoping study metho…Sentiment analysis on social media for stock movement prediction (2015)Sentiment analysis on social …Automatic deception detection: Methods for finding fake news (2015)Automatic deception detection…Social media analytics: a survey of techniques, tools and platforms (2014)Social media analytics: a sur…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…What is the most appropriate knowledge synthesis method to conduct a review? Protocol for a scoping review (2012)What is the most appropriate …Three Approaches to Qualitative Content Analysis (2005)Three Approaches to Qualitati…Scoping studies: towards a methodological framework (2005)Scoping studies: towards a me…Media Content Analysis: Its Uses, Benefits and Best Practice Methodology (2005)Media Content Analysis: Its U…Content Analysis: An Introduction to its Methodology. (1984)Content Analysis: An Introduc…Identifying interdisciplinary emergence in the science of science: combination of network analysis and BERTopic (2024)Identifying interdisciplinary…Computational Social Science (2009)Users of the world, unite! The challenges and opportunities of Social Media (2009)Twitter mood predicts the stock market (2011)A Survey of Text Mining in Social Media: Facebook and Twitter Perspectives (2017)Engagement valence duality and spillover effects in online brand communities (2017)Social media analytics for enterprises: Typology, methods, and processes (2017)Qualitative research and evaluation methods (1980)Naturalistic inquiry (1985)Qualitative Data Analysis: An Expanded Sourcebook (1994)Using the framework method for the analysis of qualitative data in multi-disciplinary health research (2013)Affective News and Networked Publics: The Rhythms of News Storytelling on #Egypt (2012)Detecting Deceptive Discussions in Conference Calls (2012)An overview of online fake news: Characterization, detection, and discussion (2019)Science audiences, misinformation, and fake news (2019)Fake news, disinformation and misinformation in social media: a review (2023)The CES-D Scale (1977)The Hospital Anxiety and Depression Scale (1983)Diagnostic and Statistical Manual of Mental Disorders (2013)Detection of Depression-Related Posts in Reddit Social Media Forum (2019)Automated assessment of psychiatric disorders using speech: A systematic review (2020)Methods in predictive techniques for mental health status on social media: a critical review (2020)Conceptualizing, Measuring, and Managing Customer-Based Brand Equity (1993)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Dimensions of Brand Personality (1997)The Role of Social Media Content Format and Platform in Users’ Engagement Behavior (2020)Past, present, and future of customer engagement (2021)Influencer Marketing Effectiveness (2022)Qualitative Content Analysis (2008)The qualitative content analysis process (2008)How to plan and perform a qualitative study using content analysis (2016)Scoping studies: advancing the methodology (2010)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach (2018)Structural Topic Models for Open‐Ended Survey Responses (2014)stm : An R Package for Structural Topic Models (2019)Text as Data (2019)Qualitative content analysis in nursing research: concepts, procedures and measures to achieve trustworthiness (2003)
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References

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  • 2016

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Advancing scoping study methodology: a web-based survey and consultation of perceptions on terminology, definition and methodological steps
282 cited
  • 2017Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study235 cited
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    • 2024Identifying interdisciplinary emergence in the science of science: combination of network analysis and BERTopic60 cited