Towards Enhanced Topic Discovery on Semantic Maps for Biomedical Literature Exploration
Choi B, Ondov B, He H, Xu H. Towards Enhanced Topic Discovery on Semantic Maps for Biomedical Literature Exploration. 2024, 00: 25-27. DOI: 10.1109/vahc65315.2024.00015.Peer-Reviewed Original ResearchSemantic mapHierarchical topic modelTF-IDF methodCentroid-based methodHierarchical topicsTopic discoveryGrowth of biomedical researchLabel generationTopic treeTopic modelsOverwhelming volumeNovel methodHierarchical clusteringPublic distributionLiterature explorationSemanticsMapsEnhanced visualizationHDBSCANTopicsLabelingMethodRepresentationVisualizationVolume of literature