Visualizing and Curating Knowledge Graphs over Time and Space
Code (0)
등록된 구현이 없습니다.
Tasks
Knowledge GraphsNamed Entity Recognition (NER)Similar Papers 제목 키워드 기반
StoryGraphs: Visualizing Character Interactions as a Timeline
We present a novel way to automatically summarize and represent the storyline of a TV episode by visualizing character interactions as a chart. We also propose a scene detection method that lends itself well to generate …
Person IdentificationBigGraphVis: Leveraging Streaming Algorithms and GPU Acceleration for Visualizing Big Graphs
Graph layouts are key to exploring massive graphs. An enormous number of nodes and edges do not allow network analysis software to produce meaningful visualization of the pervasive networks. Long computation time, memory…
Community DetectionGPUVisualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods
In this essay we discuss the recent trends in visual analysis and exploration of Knowledge Graphs, particularly in conjunction with Knowledge Graph Embedding techniques. We present an overview of the current state of vis…
Graph EmbeddingKnowledge Graph EmbeddingKnowledge Graph EmbeddingsKnowledge Graphs+1Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
Equipping machines with comprehensive knowledge of the world's entities and their relationships has been a long-standing goal of AI. Over the last decade, large-scale knowledge bases, also known as knowledge graphs, have…
Knowledge GraphsQuestion AnsweringExplaining and visualizing black-box models through counterfactual paths
Explainable AI (XAI) is an increasingly important area of machine learning research, which aims to make black-box models transparent and interpretable. In this paper, we propose a novel approach to XAI that uses the so-c…
counterfactualExplainable Artificial Intelligence (XAI)Feature ImportanceKnowledge Graphs