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Reactions to science communication: discovering social network topics using word embeddings and semantic knowledge
4 references·3 citing·35 second hop
Reactions to science communication: discovering social network topics using word embeddings and semantic knowledge (2023)Reactions to science communication: disco…Dictionary-based and machine learning classification approaches: a comparison for tonality and frame detection on Twitter data (2022)Dictionary-based and machine …A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)A Topic Modeling Comparison B…The spread of true and false news online (2018)The spread of true and false …A domain keyword analysis approach extending Term Frequency-Keyword Active Index with Google Word2Vec model (2017)A domain keyword analysis app…Science communication in social Media: Analysis of success on TikTok, Instagram, and YouTube across scientific disciplines (2025)Science communication in soci…Deciphering the digital evolution: strategic insights into the Korean fashion industry through advanced analytical perspectives (2025)Deciphering the digital evolu…Identifying interdisciplinary emergence in the science of science: combination of network analysis and BERTopic (2024)Identifying interdisciplinary…Bibliometric cartography of information retrieval research by using co-word analysis (2001)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Mapping knowledge structure by keyword co-occurrence: a first look at journal papers in Technology Foresight (2010)Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis (2019)Research on trade credit – a systematic review and bibliometric analysis (2020)Towards ESCO 4.0 – Is the European classification of skills in line with Industry 4.0? A text mining approach (2021)The new science of management decision. (1960)Measuring nominal scale agreement among many raters. (1971)Linguistic Inquiry and Word Count (LIWC) (2012)The science of fake news (2018)The COVID-19 social media infodemic (2020)The echo chamber effect on social media (2021)Frame Analysis: An Essay on the Organization of Experience. (1975)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)The Content Analysis Guidebook (2017)Measuring climate mitigation policy content in text-as-data: navigating the conceptual challenges (2024)Optimized discovery of discourse topics in social media: science communication about COVID-19 in Brazil (2024)Measuring citizen frames and their integration in the international policy process: a hybrid BERTopic modelling approach (2026)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)Dynamic capabilities: what are they? (2000)Capitalism, Socialism and Democracy (2010)Circular Economy Transitions in Textile, Apparel, and Fashion: AI-Based Topic Modeling and Sustainable Development Goals Mapping (2025)Exploring Metaverse Technologies in Entrepreneurship Through Machine Learning-Based Topic Modeling (2025)Technology acceptance model for online education: identifying interdisciplinary topics and their evolution based on BERTopic model (2025)Technology Impact Types for Digital Transformation (2019)The usage of large data sets in online consumer behaviour: A bibliometric and computational text-mining–driven analysis of previous research (2019)Strategic Information Management (2020)The Agenda-Setting Function of Mass Media (1972)Uses and Gratifications Research (1973)Users of the world, unite! The challenges and opportunities of Social Media (2009)
this work references cited by second hop

References

  • 2018The spread of true and false news online8,787 cited
  • 2022A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts983 cited
  • 2017A domain keyword analysis approach extending Term Frequency-Keyword Active Index with Google Word2Vec model102 cited
  • 2022Dictionary-based and machine learning classification approaches: a comparison for tonality and frame detection on Twitter data22 cited

Cited by

  • 2024Identifying interdisciplinary emergence in the science of science: combination of network analysis and BERTopic60 cited
  • 2025Science communication in social Media: Analysis of success on TikTok, Instagram, and YouTube across scientific disciplines7 cited
  • 2025Deciphering the digital evolution: strategic insights into the Korean fashion industry through advanced analytical perspectives5 cited

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