Transactions on Large-Scale Data- and Knowledge-Centered Systems XXV

This, the 25th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains five fully revised selected papers focusing on data and knowledge management systems. Topics covered include a framework consisting of two heuristics with slightly different characteristics to compute the action rating of data stores, a theoretical and experimental study of filter-based equijoins in a MapReduce environment, a constraint programming approach based on constraint reasoning to study the view selection and data placement problem given a limited amount of resources, a formalization and an approximate algorithm to tackle the problem of source selection and query decomposition in federations of SPARQL endpoints, and a matcher factory enabling the generation of a dedicated schema matcher for a given schema matching scenario.

List of contents

On Expedited Rating of Data Stores.- A Theoretical andExperimental Comparison of Filter-Based Equijoins in MapReduce.- ConstraintOptimization Method for Large-Scale Distributed View Selection.- On theSelection of SPARQL Endpoints to Efficiently Execute Federated SPARQL Queries.-YAM: A Step Forward for Generating a Dedicated Schema Matcher.

Product details

• Assisted by: Abdelkader Hameurlain (Editor), Josef Küng (Editor), Roland Wagner (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 02.03.2016
• EAN: 9783662495339
• ISBN: 978-3-662-49533-9
• No. of pages: 187
• Dimensions: 154 mm x 236 mm x 10 mm
• Weight: 312 g
• Illustrations: IX, 187 p. 61 illus. in color.
• Series: Lecture Notes in Computer Science; Transactions on Large-Scale Data- and Knowledge-Centered Systems
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; B, Künstliche Intelligenz, Algorithmen und Datenstrukturen, Data Mining, Algorithms, Datenbanken, Artificial Intelligence, angewandte informatik, Data Warehousing, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Database Management, Information Systems Applications (incl. Internet), Information Systems Applications (incl.Internet), Theory of Computation, Computer and Information Systems Applications, database programming, Application software, Data Mining and Knowledge Discovery, Algorithms & data structures, Internet searching, Algorithm Analysis and Problem Complexity, Expert systems / knowledge-based systems, Information Storage and Retrieval, Databases