Human Interaction with Graphs: A Visual Querying Perspective (Synthesis Lectures on Data Management)

Bhowmick, Sourav S.,Choi, Byron,Li, Chengkai

ISBN 10: 1681733781 / ISBN 13: 9781681733784

Editore: Morgan & Claypool Publishers, 2018

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Dati bibliografici

• Titolo: Human Interaction with Graphs: A Visual Querying Perspective (Synthesis Lectures on Data Management)
• Editore: Morgan & Claypool Publishers
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 1681733781
• ISBN 13: 9781681733784
• Rilegatura: hardcover
• Condizione: Very Good

Descrizione articolo

Riassunto

Interacting with graphs using queries has emerged as an important research problem for real-world applications that center on large graph data. Given the syntactic complexity of graph query languages (e.g., SPARQL, Cypher), visual graph query interfaces make it easy for non-programmers to query such graph data repositories. In this book, we present recent developments in the emerging area of visual graph querying paradigm that bridges traditional graph querying with human computer interaction (HCI). Specifically, we focus on techniques that emphasize deep integration between the visual graph query interface and the underlying graph query engine. We discuss various strategies and guidance for constructing graph queries visually, interleaving processing of graph queries and visual actions, visual exploration of graph query results, and automated performance study of visual graph querying frameworks. In addition, this book highlights open problems and new research directions. In summary, in this book, we review and summarize the research thus far into the integration of HCI and graph querying to facilitate user-friendly interaction with graph-structured data, giving researchers a snapshot of the current state of the art in this topic, and future research directions.