Human Interaction with Graphs: A Visual Querying Perspective
暫譯: 人類與圖形的互動:視覺查詢的觀點
Bhowmick, Sourav S., Choi, Byron, Li, Chengkai
- 出版商: Morgan & Claypool
- 出版日期: 2018-08-08
- 售價: $3,490
- 貴賓價: 9.5 折 $3,316
- 語言: 英文
- 頁數: 208
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1681733781
- ISBN-13: 9781681733784
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
使用查詢與圖形互動已成為針對大型圖形數據的現實應用中的一個重要研究問題。考慮到圖形查詢語言(例如,SPARQL、Cypher)的語法複雜性,視覺圖形查詢介面使非程式設計師能夠輕鬆查詢這些圖形數據庫。在本書中,我們介紹了在視覺圖形查詢範式這一新興領域中的最新發展,該範式將傳統圖形查詢與人機互動(HCI)相結合。具體而言,我們專注於強調視覺圖形查詢介面與底層圖形查詢引擎之間深度整合的技術。我們討論了各種策略和指導,旨在以視覺方式構建圖形查詢,交錯處理圖形查詢和視覺操作,視覺探索圖形查詢結果,以及視覺圖形查詢框架的自動性能研究。此外,本書還突出了未解決的問題和新的研究方向。總之,在本書中,我們回顧並總結了迄今為止在人機互動與圖形查詢整合方面的研究,以促進用戶友好的圖形結構數據互動,為研究人員提供該主題的當前技術狀態快照及未來研究方向。