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Interactive Topic Modeling for Exploring Asynchronous Online Conversations

https://doi.org/10.1145/2854158
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/0471445428openalex-snapshot
Statistical Methods for Rates and Proportions
inferredcites →https://doi.org/10.1002/env.3170050203openalex-snapshot
Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values
inferredcites →https://doi.org/10.1007/978-3-031-01880-0openalex-snapshot
Methods for Mining and Summarizing Text Conversations
inferredcites →https://doi.org/10.1007/978-3-540-70956-5_2openalex-snapshot
Evaluating Information Visualizations
inferredcites →https://doi.org/10.1007/s10994-013-5413-0openalex-snapshot
Interactive topic modeling
inferredcites →https://doi.org/10.1080/07421222.2000.11045652openalex-snapshot
Conversation Map: An Interface for Very Large-Scale Conversations
inferredcites →https://doi.org/10.1103/physreve.69.026113openalex-snapshot
Finding and evaluating community structure in networks
inferredcites →https://doi.org/10.1109/2945.981848openalex-snapshot
ThemeRiver: visualizing thematic changes in large document collections
inferredcites →https://doi.org/10.1109/34.868688openalex-snapshot
Normalized cuts and image segmentation
inferredcites →https://doi.org/10.1109/icdm.2007.57openalex-snapshot
Co-ranking Authors and Documents in a Heterogeneous Network
inferredcites →https://doi.org/10.1109/infvis.2003.1249028openalex-snapshot
Thread Arcs: an email thread visualization
inferredcites →https://doi.org/10.1109/iv.2009.14openalex-snapshot
Exploring Asynchronous Online Discussions through Hierarchical Visualisation
inferredcites →https://doi.org/10.1109/tvcg.2007.70539openalex-snapshot
Animated Transitions in Statistical Data Graphics
inferredcites →https://doi.org/10.1109/tvcg.2011.183openalex-snapshot
Context-Preserving Visual Links
inferredcites →https://doi.org/10.1109/tvcg.2011.279openalex-snapshot
Empirical Studies in Information Visualization: Seven Scenarios
inferredcites →https://doi.org/10.1109/tvcg.2012.213openalex-snapshot
Design Study Methodology: Reflections from the Trenches and the Stacks
inferredcites →https://doi.org/10.1109/tvcg.2013.162openalex-snapshot
HierarchicalTopics: Visually Exploring Large Text Collections Using Topic Hierarchies
inferredcites →https://doi.org/10.1109/tvcg.2013.212openalex-snapshot
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
inferredcites →https://doi.org/10.1111/cgf.12378openalex-snapshot
ConVis: A Visual Text Analytic System for Exploring Blog Conversations
inferredcites →https://doi.org/10.1111/j.1467-8659.2012.03108.xopenalex-snapshot
iVisClustering: An Interactive Visual Document Clustering via Topic Modeling
inferredcites →https://doi.org/10.1145/1031607.1031644openalex-snapshot
Flash forums and forumReader
inferredcites →https://doi.org/10.1145/1124772.1124919openalex-snapshot
Visualizing email content
inferredcites →https://doi.org/10.1145/1456650.1456652openalex-snapshot
A review of overview+detail, zooming, and focus+context interfaces
inferredcites →https://doi.org/10.1145/1553374.1553378openalex-snapshot
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
inferredcites →https://doi.org/10.1145/1753326.1753686openalex-snapshot
Powerful and consistent analysis of likert-type rating scales
inferredcites →https://doi.org/10.1145/1835804.1835827openalex-snapshot
TIARA
inferredcites →https://doi.org/10.1145/2207676.2207741openalex-snapshot
Semantic interaction for visual text analytics
inferredcites →https://doi.org/10.1145/2254556.2254572openalex-snapshot
Termite
inferredcites →https://doi.org/10.1145/238386.238489openalex-snapshot
Scatter/gather browsing communicates the topic structure of a very large text collection
inferredcites →https://doi.org/10.1145/2449396.2449441openalex-snapshot
Optimizing temporal topic segmentation for intelligent text visualization
inferredcites →https://doi.org/10.1145/2678025.2701370openalex-snapshot
ConVisIT
inferredcites →https://doi.org/10.1145/2678025.2701396openalex-snapshot
User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content
inferredcites →https://doi.org/10.1145/642611.642674openalex-snapshot
Understanding sequence and reply relationships within email conversations
inferredcites →https://doi.org/10.1145/765891.765963openalex-snapshot
Conversation thumbnails for large-scale discussions
inferredcites →https://doi.org/10.1162/coli_a_00049openalex-snapshot
Lexicon-Based Methods for Sentiment Analysis
inferredcites →https://doi.org/10.1201/b17511openalex-snapshot
Visualization Analysis and Design
inferredcites →https://doi.org/10.1287/isre.1040.0023openalex-snapshot
Information Overload and the Message Dynamics of Online Interaction Spaces: A Theoretical Model and Empirical Exploration
inferredcites →https://doi.org/10.1613/jair.3940openalex-snapshot
Topic Segmentation and Labeling in Asynchronous Conversations
inferredcites →https://doi.org/10.2200/s00363ed1v01y201105dtm017openalex-snapshot
Methods for Mining and Summarizing Text Conversations
inferredcites →https://doi.org/10.2307/2529186openalex-snapshot
Statistical Methods for Rates and Proportions.
inferredcites →https://doi.org/10.3115/1075096.1075167openalex-snapshot
Discourse segmentation of multi-party conversation
inferredcites →https://doi.org/10.3115/1613715openalex-snapshot
Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP '08
inferredcites →https://doi.org/10.3115/1699510.1699543openalex-snapshot
Labeled LDA
inferredcites →https://doi.org/10.5555/944919.944937openalex-snapshot
Latent dirichlet allocation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-16950-2openalex-snapshot
The Humanities in the Digital: Beyond Critical Digital Humanities
inferred← citeshttps://doi.org/10.1007/978-3-031-16950-2_5openalex-snapshot
What the Graph
inferred← citeshttps://doi.org/10.1007/s10489-022-04310-9openalex-snapshot
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations
inferred← citeshttps://doi.org/10.1016/j.ijdrr.2020.101692openalex-snapshot
Detecting information requirements for crisis communication from social media data: An interactive topic modeling approach
inferred← citeshttps://doi.org/10.1080/13658816.2018.1458987openalex-snapshot
Modeling and visualizing semantic and spatio-temporal evolution of topics in interpersonal communication on Twitter
inferred← citeshttps://doi.org/10.1080/15230406.2018.1510343openalex-snapshot
CarSenToGram: geovisual text analytics for exploring spatiotemporal variation in public discourse on Twitter
inferred← citeshttps://doi.org/10.1109/iv51561.2020.00077openalex-snapshot
ConVisQA: A Natural Language Interface for Visually Exploring Online Conversations
inferred← citeshttps://doi.org/10.1109/tale48869.2020.9368343openalex-snapshot
Analysis of online posts to discover student learning challenges and inform targeted curriculum improvement actions
inferred← citeshttps://doi.org/10.1109/tvcg.2020.3028890openalex-snapshot
An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration
inferred← citeshttps://doi.org/10.1109/vis47514.2020.00056openalex-snapshot
ClaimViz: Visual Analytics for Identifying and Verifying Factual Claims
inferred← citeshttps://doi.org/10.1145/2876456.2876461openalex-snapshot
Visual Text Analytics for Online Conversations
inferred← citeshttps://doi.org/10.1145/3025171.3025210openalex-snapshot
CQAVis
inferred← citeshttps://doi.org/10.1145/3106237.3119877openalex-snapshot
Summarizing software engineering communication artifacts from different sources
inferred← citeshttps://doi.org/10.1145/3181669openalex-snapshot
A Visual Approach for Interactive Keyterm-Based Clustering
inferred← citeshttps://doi.org/10.1145/3209281.3209378openalex-snapshot
Enhancing situation awareness of public safety events by visualizing topic evolution using social media
inferred← citeshttps://doi.org/10.1145/3241380openalex-snapshot
A Visual Analytics Approach for Interactive Document Clustering
inferred← citeshttps://doi.org/10.1145/3524025openalex-snapshot
ClioQuery : Interactive Query-oriented Text Analytics for Comprehensive Investigation of Historical News Archives
inferred← citeshttps://doi.org/10.1145/3613905.3637133openalex-snapshot
Evaluating Interactive Topic Models in Applied Settings
inferred← citeshttps://doi.org/10.1145/3701201openalex-snapshot
"My Very Subjective Human Interpretation": Domain Expert Perspectives on Navigating the Text Analysis Loop for Topic Models
inferred← citeshttps://doi.org/10.3724/sp.j.1089.2023.19550openalex-snapshot
Interactive Visual Analysis of Police Records Data
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