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Book
Plug-And-Play Visual Subgraph Query Interfaces
Authors: ---
ISBN: 3031161610 3031161629 Year: 2023 Publisher: Cham, Switzerland : Springer, Springer Nature Switzerland AG,

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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.


Book
Summarizing Biological Networks
Authors: ---
ISBN: 331954621X 3319546201 Year: 2017 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book focuses on the data mining, systems biology, and bioinformatics computational methods that can be used to summarize biological networks. Specifically, it discusses an array of techniques related to biological network clustering, network summarization, and differential network analysis which enable readers to uncover the functional and topological organization hidden in a large biological network. The authors also examine crucial open research problems in this arena. Academics, researchers, and advanced-level students will find this book to be a comprehensive and exceptional resource for understanding computational techniques and their applications for a summary of biological networks.


Book
Human Interaction with Graphs
Authors: --- ---
ISBN: 3031018613 3031000889 3031007336 Year: 2018 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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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.


Book
Human interaction with graphs
Authors: --- ---
ISBN: 9781681733777 9781681733784 9781681733760 Year: 2018 Publisher: [San Rafael, California] Morgan & Claypool

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Digital
Database and Expert Systems Applications : 20th International Conference, DEXA 2009, Linz, Austria, August 31 – September 4, 2009. Proceedings
Authors: --- ---
ISBN: 9783642035739 Year: 2009 Publisher: Berlin, Heidelberg Springer Berlin Heidelberg


Digital
Summarizing Biological Networks
Authors: ---
ISBN: 9783319546216 Year: 2017 Publisher: Cham Springer International Publishing

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Abstract

This book focuses on the data mining, systems biology, and bioinformatics computational methods that can be used to summarize biological networks. Specifically, it discusses an array of techniques related to biological network clustering, network summarization, and differential network analysis which enable readers to uncover the functional and topological organization hidden in a large biological network. The authors also examine crucial open research problems in this arena. Academics, researchers, and advanced-level students will find this book to be a comprehensive and exceptional resource for understanding computational techniques and their applications for a summary of biological networks.

Web data management : a warehouse approach
Authors: --- ---
ISBN: 1280188871 9786610188871 0387217819 0387001751 Year: 2004 Publisher: New York : Springer-Verlag,

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The existence of huge data volume on the Web has fueled an unrelenting need to locate "right information at right time," as well as to effectively develop an integrated, comprehensive information source. This calls for tools for efficiently analyzing and managing web data—and for efficiently managing web information from the database perspective. This comprehensive resource presents a data model called WHOM (WareHouse Object Model) to represent HTML and XML documents in the warehouse. The book defines a set of web-algebraic operators for building new web tables by extracting relevant data from the Web, as well as generating new tables from existing ones. Its "web-warehouse approach" incorporates modern and effective shared web data-management concepts, methods, and models. Features & Benefits: *Presents a simple and generic data model for representing metadata, structure, and content of Web documents and hyperlinks *Addresses schema-related issues for both HTML and XML data, with their associated challenges of irregularity and heterogeneity *Describes a web algebra for manipulating warehoused data *Utilizes numerous examples to illustrate various concepts of web data management and to simplify all key issues for readers *Highlights change management and knowledge discovery, two important applications of a web warehouse With its accessible style and emphasis on practicality, the book delivers an excellent survey of all current principles for structured, web-based data management technologies. Database management systems developers, enterprise website developers, and applied R&D researchers will find the work an essential companion for new concepts, development strategies, and application models. Key Topics: >> Node and link objects >> Comparison predicates >> Connectivities >> Coupling-query formulation >> Web schema >> WHOM (WareHouse Object Model) >> Schema generation and pruning >> Data visualization >> Web deltas & web bags >> Knowledge-discovery applications -- Databases / Information Systems -- Beginning / Intermediate.

Keywords

Data warehousing. --- Database management. --- Electronic books. -- local. --- Web databases. --- Web databases --- Database management --- Data warehousing --- Computer Science --- Engineering & Applied Sciences --- Bases de données sur le Web --- Bases de données --- Entrepôts de données (Informatique) --- Gestion --- EPUB-LIV-FT SPRINGER-B --- Computer science. --- Computers. --- Information storage and retrieval. --- Multimedia information systems. --- Computer Science. --- Database Management. --- Information Systems and Communication Service. --- Information Storage and Retrieval. --- Multimedia Information Systems. --- Information systems. --- Information storage and retrieva. --- Multimedia systems. --- Information storage and retrieval systems. --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Information storage and retrieval systems --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Electronic data processing --- Information warehousing --- Warehousing, Data --- Management information systems --- Multidimensional databases --- Databases


Book
Database and Expert Systems Applications : 20th International Conference, DEXA 2009, Linz, Austria, August 31 - September 4, 2009. Proceedings
Authors: --- --- ---
ISBN: 9783642035739 Year: 2009 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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This book constitutes the refereed proceedings of the 20th International Conference on Database and Expert Systems Applications, DEXA 2009, held in Linz, Austria, in August/September 2009. The 35 revised full papers and 35 short papers presented were carefully reviewed and selected from 202 submissions. The papers are organized in topical sections on XML and databases; Web, semantics and ontologies; temporal, spatial, and high dimensional databases; database and information system architecture, performance and security; query processing and optimisation; data and information integration and quality; data and information streams; data mining algorithms; data and information modelling; information retrieval and database systems; and database and information system architecture and performance.


Book
Database and Expert Systems Applications : 19th International Conference, DEXA 2008, Turin, Italy, September 1-5, 2008. Proceedings
Authors: --- --- ---
ISBN: 9783540856542 Year: 2008 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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This book constitutes the refereed proceedings of the 19th International Conference on Database and Expert Systems Applications, DEXA 2008, held in Turin, Italy, in September 2008. The 74 revised full papers presented together with 1 invited paper were carefully reviewed and selected from 208 submissions. The papers are organized in topical sections on data privacy; temporal, spatial and high dimensional databases; semantic Web and ontologies; query processing; Web and information retrieval; mobile data and information; data and information streams; data mining algorithms; multimedia databases; data mining systems, data warehousing, OLAP; data and information semantics; XML databases; applications of database, information, and decision support systems; and schema, process and knowledge modelling and evolution.


Book
Web data management: a warehouse approach
Authors: --- ---
ISBN: 9781441918062 Year: 2004 Publisher: New York (N.Y.) Springer

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