Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections.
Tobias RuppertMichael StaabAndreas BannachHendrik Lücke-TiekeJürgen BernardArjan KuijperJörn KohlhammerPublished in: Visualization and Data Analysis (2017)
Keyphrases
- text clustering
- document collections
- document clustering
- text collections
- text data
- document representation
- information retrieval systems
- document retrieval
- text mining
- test collection
- information retrieval
- text categorization
- hierarchical clustering
- text retrieval
- digital libraries
- clustering algorithm
- k means
- visual features
- metric learning
- spectral clustering
- collaborative filtering
- relevant documents
- text classification
- user interaction
- text documents
- user feedback
- background knowledge
- data structure
- clustering quality
- data mining