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Topic Modeling as a Tool for Analyzing Library Chat Transcripts
9 references·6 citing·43 second hop
Topic Modeling as a Tool for Analyzing Library Chat Transcripts (2021)Topic Modeling as a Tool for Analyzing Li…Word counts and topic models (2018)Word counts and topic modelsStudent-Staffed Virtual Reference Services: How to Meet the Training Challenge (2018)Student-Staffed Virtual Refer…An Introduction to Text Mining: Research Design, Data Collection, and Analysis (2018)An Introduction to Text Minin…CHAT for chat: Mediated learning in online chat virtual reference service (2016)CHAT for chat: Mediated learn…An overview of topic modeling and its current applications in bioinformatics (2016)An overview of topic modeling…“Are You a Computer?” Opening Exchanges in Virtual Reference Shape the Potential for Teaching (2016)“Are You a Computer?” Opening…Word Counts and Topic Models (2015)Word Counts and Topic ModelsIntroduction—Topic models: What they are and why they matter (2013)Introduction—Topic models: Wh…The Role of Synchronous Virtual Reference in Teaching and Learning: A Grounded Theory Analysis of Instant Messaging Transcripts (2011)The Role of Synchronous Virtu…The problem of abundance: Text mining approaches to qualitative assessment of asynchronous library instruction (2024)The problem of abundance: Tex…Look What We Have Here: Exploring Brand-Related Sport Consumer Twitter Conversation Topics (2024)Look What We Have Here: Explo…Creating Metaclusters of Topics in Latent Dirichlet Allocation—Comparison of Bottom-Up and Top-Down Approach (2024)Creating Metaclusters of Topi…Exploring an automated method for the analysis of virtual reference interactions (2023)Exploring an automated method…Pandemic Chat: A Comparison of Pandemic-Era and Pre-Pandemic Online Chat Questions at the University of Mississippi Libraries (2022)Pandemic Chat: A Comparison o…Analisis Topik Modelling Terhadap Penggunaan Sosial Media Twitter oleh Pejabat Negara (2021)Analisis Topik Modelling Terh…The Discovery of Grounded Theory; Strategies for Qualitative Research (1968)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Theoretical Sensitivity: Advances in the Methodology of Grounded Theory (1978)Exploring the Relationship between Patron Type, Carnegie Classification, and Satisfaction with Library Services: An Analysis of LibQUAL+® Results (2012)A Qualitative Coded Analysis of Undergraduate and Graduate Student Library Instruction Feedback (2015)The discourse of QDAS: reporting practices of ATLAS.ti and NVivo users with implications for best practices (2015)Toward a theory of automatic information processing in reading (1974)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Scaling up Content Analysis (2018)Pandemic Populism: Facebook Pages of Alternative News Media and the Corona Crisis -- A Computational Content Analysis (2020)Sourcing Pandemic News: A Cross-National Computational Analysis of Mainstream Media Coverage of COVID-19 on Facebook, Twitter, and Instagram (2021)Sequencing in Conversational Openings 1 (1968)Qualitative Analysis: Practice and Innovation (2002)Qualitative Quality: Eight “Big-Tent” Criteria for Excellent Qualitative Research (2010)“Here's the link”: Hyperlinking in service-focused chat interaction (2017)Resource Delivery and Teaching in Live Chat Reference: Comparing Two Libraries (2017)Chat reference: evaluating customer service and IL instruction (2019)Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (1994)Educational Research: Planning, Conducting, and Evaluating Quantitative and Qualitative Research (2001)Research design: qualitative, quantitative, and mixed methods approaches (2003)“Good Night, Good Day, Good Luck” (2019)A survey of the literature: how scholars use text mining in Educational Studies? (2022)Making the most of big qualitative datasets: a living systematic review of analysis methods (2024)Reference Transactions Analysis: The Cost-Effectiveness of Staffing a Traditional Academic Reference Desk (2008)They CAN and They SHOULD: Undergraduates Providing Peer Reference and Instruction (2014)Staffing Chat Reference with Undergraduate Student Assistants at an Academic Library: A Standards-Based Assessment (2017)Developing and assessing a graduate student reference service (2019)Utilising an Appreciative Inquiry and Context Personalisation Design: A New Model for Library Student Workers (2020)Beyond Reference Data: A Qualitative Analysis of Nursing Library Chats to Improve Research Health Science Services (2021)The Measurement of Meaning (1957)Course in General Linguistics (1960)Computational Grounded Theory: A Methodological Framework (2017)The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings (2019)Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Questioning the news about economic growth: Sparse forecasting using thousands of news-based sentiment values (2019)Text Mining of Open-Ended Questions in Self-Assessment of University Teachers: An LDA Topic Modeling Approach (2020)Teaching and Learning during the COVID-19 Pandemic: A Topic Modeling Study (2021)Structural Topic Modeling For Social Scientists: A Brief Case Study with Social Movement Studies Literature, 2005–2017 (2019)The Potential of Automated Text Analytics in Social Knowledge Building (2021)From Words to Themes: AI-Powered Qualitative Data Coding and Analysis (2024)The Moral Gatekeeper? Moderation and Deletion of User-Generated Content in a Leading News Forum (2018)Hybrid Content Analysis: Toward a Strategy for the Theory-driven, Computer-assisted Classification of Large Text Corpora (2020)
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References

  • 2013Introduction—Topic models: What they are and why they matter478 cited
  • 2016An overview of topic modeling and its current applications in bioinformatics392 cited
  • 2018An Introduction to Text Mining: Research Design, Data Collection, and Analysis107 cited
  • 2015Word Counts and Topic Models74 cited
  • 2018Word counts and topic models46 cited
  • 2016CHAT for chat: Mediated learning in online chat virtual reference service30 cited
  • 2016“Are You a Computer?” Opening Exchanges in Virtual Reference Shape the Potential for Teaching21 cited
  • 2011The Role of Synchronous Virtual Reference in Teaching and Learning: A Grounded Theory Analysis of Instant Messaging Transcripts19 cited
  • 2018Student-Staffed Virtual Reference Services: How to Meet the Training Challenge17 cited

Cited by

  • 2021Analisis Topik Modelling Terhadap Penggunaan Sosial Media Twitter oleh Pejabat Negara14 cited
  • 2022Pandemic Chat: A Comparison of Pandemic-Era and Pre-Pandemic Online Chat Questions at the University of Mississippi Libraries7 cited
  • 2024Look What We Have Here: Exploring Brand-Related Sport Consumer Twitter Conversation Topics3 cited
  • 2023Exploring an automated method for the analysis of virtual reference interactions3 cited
  • 2024The problem of abundance: Text mining approaches to qualitative assessment of asynchronous library instruction

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2 cited
  • 2024Creating Metaclusters of Topics in Latent Dirichlet Allocation—Comparison of Bottom-Up and Top-Down Approach1 cited