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Text Analytics to Support Sense-Making in Social Media: A Language-Action Perspective1
11 references·16 citing·39 second hop
Text Analytics to Support Sense-Making in Social Media: A Language-Action Perspective1 (2018)Text Analytics to Support Sense-Making in…Big Data Research in Information Systems: Toward an Inclusive Research Agenda (2016)Big Data Research in Informat…Exploratory Factor Analysis With Small Sample Sizes (2009)Exploratory Factor Analysis W…CyberGate: A Design Framework and System for Text Analysis of Computer-Mediated Communication1 (2008)CyberGate: A Design Framework…Organizing and the Process of Sensemaking (2005)Organizing and the Process of…User Acceptance of Information Technology: Toward A Unified View1 (2003)User Acceptance of Informatio…Building an Information System Design Theory for Vigilant EIS (1992)Building an Information Syste…Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation (1991)Development of an Instrument …User Acceptance of Computer Technology: A Comparison of Two Theoretical Models (1989)User Acceptance of Computer T…Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Perceived Usefulness, Perceiv…Speech Acts: An Essay in the Philosophy of Language. (1970)Speech Acts: An Essay in the …Speech Acts (1969)Speech ActsSense‐making, sensemaking and sense making—A systematic review and meta‐synthesis of literature in information science and education: An Annual Review of Information Science and Technology (ARIST) paper (2024)Sense‐making, sensemaking and…Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach (2024)Depression Detection Using Di…Reciprocal Human-Machine Learning: A Theory and an Instantiation for the Case of Message Classification (2023)Reciprocal Human-Machine Lear…Actions in words: How entrepreneurs use diversified and changing speech acts to achieve funding success (2023)Actions in words: How entrepr…Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research (2022)Deep Transfer Learning & Beyo…Advertising Benefits from Ethical Artificial Intelligence Algorithmic Purchase Decision Pathways (2022)Advertising Benefits from Eth…Why and how to use enterprise social media platforms: The employee’s perspective (2021)Why and how to use enterprise…Change in Threads on Twitter Regarding Influenza, Vaccines, and Vaccination During the COVID-19 Pandemic: Artificial Intelligence–Based Infodemiology Study (2021)Change in Threads on Twitter …Unpacking the social media–driven innovation capability: How consumer conversations turn into organizational innovations (2020)Unpacking the social media–dr…Data science: developing theoretical contributions in information systems via text analytics (2020)Data science: developing theo…Channel Intermediaries and Manufacturer Performance: An Exploratory Investigation in an Emerging Market (2020)Channel Intermediaries and Ma…Understanding Factors Influencing Employees’ Consumptive and Contributive Use of Enterprise Social Networks (2019)Understanding Factors Influen…The Impact of AI on the Advertising Process: The Chinese Experience (2019)The Impact of AI on the Adver…Smart Generation System of Personalized Advertising Copy and Its Application to Advertising Practice and Research (2019)Smart Generation System of Pe…Generating Business Intelligence Through Social Media Analytics: Measuring Brand Personality with Consumer-, Employee-, and Firm-Generated Content (2018)Generating Business Intellige…An analytic infrastructure for harvesting big data to enhance supply chain performance (2018)An analytic infrastructure fo…Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Self-efficacy mechanism in human agency. (1982)A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies (2000)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Evaluating the use of exploratory factor analysis in psychological research. (1999)Sample size in factor analysis. (1999)Current Methodological Considerations in Exploratory and Confirmatory Factor Analysis (2011)On exploratory factor analysis: A review of recent evidence, an assessment of current practice, and recommendations for future use (2013)An empirical Kaiser criterion. (2016)Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis (2020)Understanding Attitudes and Predicting Social Behavior (1980)The Structure of Scientific Revolutions (1963)The Nature of Managerial Work (1974)Organizational Learning: A Theory of Action Perspective (1997)Design science in information systems research (2004)Design Science in Information Systems Research1 (2004)A Design Science Research Methodology for Information Systems Research (2007)The theory of planned behavior (1991)Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)Older Adults' Reasons for Using Technology while Aging in Place (2015)Diffusion of Innovations 1 (2019)A Coefficient of Agreement for Nominal Scales (1960)Understanding Information Technology Usage: A Test of Competing Models (1995)The Social Psychology of Organizations. (1979)Sensemaking in Organizations (1996)External Control of Organizations: Resource Dependence Perspective (2011)Sensemaking in Organizations: Taking Stock and Moving Forward (2014)Organizational Response to Adversity: Fusing Crisis Management and Resilience Research Streams (2017)Organizational resilience: a capability-based conceptualization (2019)Judgment under Uncertainty: Heuristics and Biases (1975)A survey towards an integration of big data analytics to big insights for value-creation (2018)The Sociotechnical Axis of Cohesion for the is Discipline: Its Historical Legacy and its Continued Relevance1 (2019)Artificial Intelligence and Business Value: a Literature Review (2021)Implementing Entrepreneurial Ideas: The Case for Intention (1988)Action and embodiment within situated human interaction (2000)Information structure in discourse: Towards an integrated formal theory of pragmatics (2012)Foundations of Language (2002)Epistemic Injustice (2007)Cognitive Grammar (2008)
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References

  • 1989Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology68,271 cited
  • 2003User Acceptance of Information Technology: Toward A Unified View144,945 cited
  • 1989User Acceptance of Computer Technology: A Comparison of Two Theoretical Models25,696 cited
  • 1969Speech Acts11,742 cited
  • 1991Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation9,145 cited
  • 2005Organizing and the Process of Sensemaking6,948 cited
  • 1970Speech Acts: An Essay in the Philosophy of Language.3,871 cited
  • 1992Building an Information System Design Theory for Vigilant EIS1,604 cited
  • 2009Exploratory Factor Analysis With Small Sample Sizes1,176 cited
  • 2016Big Data Research in Information Systems: Toward an Inclusive Research Agenda687 cited
  • 2008CyberGate: A Design Framework and System for Text Analysis of Computer-Mediated Communication1197 cited

Cited by

  • 2019The Impact of AI on the Advertising Process: The Chinese Experience225 cited
  • 2019Smart Generation System of Personalized Advertising Copy and Its Application to Advertising Practice and Research139 cited
  • 2022Advertising Benefits from Ethical Artificial Intelligence Algorithmic Purchase Decision Pathways

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137 cited
  • 2018An analytic infrastructure for harvesting big data to enhance supply chain performance126 cited
  • 2018Generating Business Intelligence Through Social Media Analytics: Measuring Brand Personality with Consumer-, Employee-, and Firm-Generated Content124 cited
  • 2023Reciprocal Human-Machine Learning: A Theory and an Instantiation for the Case of Message Classification61 cited
  • 2022Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research57 cited
  • 2020Unpacking the social media–driven innovation capability: How consumer conversations turn into organizational innovations55 cited
  • 2021Why and how to use enterprise social media platforms: The employee’s perspective53 cited
  • 2019Understanding Factors Influencing Employees’ Consumptive and Contributive Use of Enterprise Social Networks49 cited
  • 2020Data science: developing theoretical contributions in information systems via text analytics48 cited
  • 2024Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach43 cited
  • 2024Sense‐making, sensemaking and sense making—A systematic review and meta‐synthesis of literature in information science and education: An Annual Review of Information Science and Technology (ARIST) paper35 cited
  • 2020Channel Intermediaries and Manufacturer Performance: An Exploratory Investigation in an Emerging Market28 cited
  • 2023Actions in words: How entrepreneurs use diversified and changing speech acts to achieve funding success27 cited
  • 2021Change in Threads on Twitter Regarding Influenza, Vaccines, and Vaccination During the COVID-19 Pandemic: Artificial Intelligence–Based Infodemiology Study20 cited