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An Overview of Topic Discovery in Twitter Communication through Social Media Analytics
8 references·2 citing·43 second hop
An Overview of Topic Discovery in Twitter Communication through Social Media Analytics (2015)An Overview of Topic Discovery in Twitter…Adoption and Use of Social Media in Small and Medium-Sized Enterprises (2013)Adoption and Use of Social Me…Social media and political communication: a social media analytics framework (2012)Social media and political co…Discovering geographical topics in the twitter stream (2012)Discovering geographical topi…Comparing Twitter and Traditional Media Using Topic Models (2011)Comparing Twitter and Traditi…Empirical study of topic modeling in Twitter (2010)Empirical study of topic mode…Characterizing Microblogs with Topic Models (2010)Characterizing Microblogs wit…Users of the world, unite! The challenges and opportunities of Social Media (2009)Users of the world, unite! Th…Discovering evolutionary theme patterns from text (2005)Discovering evolutionary them…Social Media Analytics by Virtual Operations Support Teams in disaster management: Situational awareness and actionable information for decision-makers (2022)Social Media Analytics by Vir…Analytics of social media data – State of characteristics and application (2022)Analytics of social media dat…Crossing Boundaries: A Case Study of Employee Blogging (2007)A case study of micro-blogging in the enterprise (2010)Factors influencing the use of social media by SMEs and its performance outcomes (2015)Reflections of entrepreneurs of small and medium-sized enterprises concerning the adoption of social media and its impact on performance outcomes: Evidence from the UAE (2017)Social media as a resource in SMEs’ sales process (2017)Content Analysis: An Introduction to its Methodology. (1984)Online engagement factors on Facebook brand pages (2013)Towards more systematic Twitter analysis: metrics for tweeting activities (2013)Extreme parties and populism: an analysis of Facebook and Twitter across six countries (2017)The Wealth of Networks (2017)Untangling text data mining (1999)Main‐path analysis and path‐dependent transitions in HistCite™‐based historiograms (2008)Detecting topic evolution in scientific literature (2009)Latent Semantic Analysis: five methodological recommendations (2010)The Presentation of Self in Everyday Life. (1956)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation (2014)The sharing economy: Why people participate in collaborative consumption (2015)Friendship and mobility (2011)A Survey of Location Prediction on Twitter (2018)Social-media data for urban sustainability (2018)Characterizing Geographic Variation in Well-Being Using Tweets (2021)Exploring Millions of Footprints in Location Sharing Services (2021)Predicting the Future with Social Media (2010)Unpacking the Use of Social Media for Protest Behavior (2013)Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)The spread of true and false news online (2018)Research design: qualitative, quantitative, and mixed methods approaches (2003)Social media? Get serious! Understanding the functional building blocks of social media (2011)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Understanding service quality concerns from public discourse in Indonesia state electric company (2023)Unveiling just-in-time decision support system using social media analytics: a case study on reverse logistics resource recycling (2024)Novel Approaches to Analyze Consumer Behavior and Policies to Promote Sustainable Consumption (2025)Big data: the management revolution. (2012)Big Data : The Management Revolution (2013)Volunteered Geographic Information (2023)Emergency Response Inference Mapping (ERIMap): A Bayesian network-based method for dynamic observation processing (2024)Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose (2021)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)Tweeting is believing? (2012)Introduction—Topic models: What they are and why they matter (2013)Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency (2021)
this work references cited by second hop

References

  • 2009Users of the world, unite! The challenges and opportunities of Social Media17,866 cited
  • 2011Comparing Twitter and Traditional Media Using Topic Models1,214 cited
  • 2010Empirical study of topic modeling in Twitter1,145 cited
  • 2010Characterizing Microblogs with Topic Models712 cited
  • 2012Social media and political communication: a social media analytics framework649 cited
  • 2005Discovering evolutionary theme patterns from text524 cited
  • 2012Discovering geographical topics in the twitter stream378 cited
  • 2013Adoption and Use of Social Media in Small and Medium-Sized Enterprises146 cited

Cited by

  • 2022Analytics of social media data – State of characteristics and application150 cited
  • 2022Social Media Analytics by Virtual Operations Support Teams in disaster management: Situational awareness and actionable information for decision-makers18 cited

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