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

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

Buch | Softcover
IX, 151 Seiten
2024
Springer Berlin (Verlag)
978-3-662-70142-3 (ISBN)
64,19 inkl. MwSt

The LNCS journal Transactions on Large-scale Data and Knowledge-centered Systemsfocuses on data management, knowledge discovery, and knowledge processing, which arecore and hot topics in computer science. Since the 1990s, the Internet has become the maindriving force behind application development in all domains. An increase in the demand forresource sharing (e.g. computing resources, services, metadata, data sources) across differentsites connected through networks has led to an evolution of data- and knowledge-managementsystems from centralized systems to decentralized systems enabling large-scale distributedapplications providing high scalability.

This, the 57th issue of Transactions on Large-scale Data and Knowledge-centered Systems,contains five fully revised selected regular papers. Topics covered include leveraging machinelearning for effective data management, access control models, reciprocal authorizations,Internet of Things, digital forensics, code similarity search, volunteered geographicinformation, and spatial data quality.

Leveraging Machine Learning for Effective Data Management.- Exploring Reciprocal Exchanges and Trust-Based Authorizations: A Feasibility Demonstration with Location-Based Services.- Device Forensics in Smart Homes: Insights on Advances, Challenges and Future Directions.- Evaluation of Code Similarity Search Strategies in Large-Scale Codebases.- Quality Assessment of Volunteered Geographic Information: A Survey.

Erscheinungsdatum
Reihe/Serie Lecture Notes in Computer Science
Transactions on Large-Scale Data- and Knowledge-Centered Systems
Zusatzinfo IX, 151 p. 27 illus., 21 illus. in color.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte code similarity search • Data Management • device forensics • Geographic Information • internet of things • large-scale codebases • machine learning • Spatial Data
ISBN-10 3-662-70142-1 / 3662701421
ISBN-13 978-3-662-70142-3 / 9783662701423
Zustand Neuware
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