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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.
This book details recent developments in the emerging area of
plug-and-play (PnP) visual subgraph query interfaces (VQI). These
PnP interfaces are grounded in the principles of human-computer
interaction (HCI) and cognitive psychology to address long-standing
limitations to bottom-up search capabilities in graph databases
using traditional graph query languages, which often require domain
experts and specialist programmers. This book explains how PnP
interfaces go against the traditional mantra of VQI construction by
taking a data-driven approach and giving end users the freedom to
easily and quickly construct and maintain a VQI for any data
sources without resorting to coding. The book walks readers through
the intuitive PnP interface that uses templates where the
underlying graph repository represents the socket and
user-specified requirements represent the plug. Hence, a PnP
interface enables an end user to change the socket (i.e., graph
repository) or the plug (i.e., requirements) as necessary to
automatically and effortlessly generate VQIs. The book argues that
such a data-driven paradigm creates several benefits, including
superior support for visual subgraph query construction,
significant reduction in the manual cost of constructing and
maintaining a VQI for any graph data source, and portability of the
interface across diverse sources and querying applications. This
book provides a comprehensive introduction to the notion of PnP
interfaces, compares it to its classical manual counterpart, and
reviews techniques for automatic construction and maintenance of
these new interfaces. In synthesizing current research on
plug-and-play visual subgraph query interface management, this book
gives readers a snapshot of the state of the art in this topic as
well as future research directions.
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