Transactions on Large-Scale Data- and Knowledge-Centered Systems LIII / Abdelkader Hameurlain, A. Min Tjoa, editors.

Format:

Book

Contributor:

Hameurlain, Abdelkader, editor.

Tjoa, A Min, editor.

Series:

Lecture notes in computer science ; Volume 13840.

Lecture Notes in Computer Science Series ; Volume 13840

Language:

English

Subjects (All):

Database management.

Expert systems (Computer science).

Transaction systems (Computer systems).

Physical Description:

1 online resource (174 pages)

Edition:

1st ed. 2023.

Place of Publication:

Berlin, Germany : Springer-Verlag GmbH, [2023]

System Details:

Mode of access: World Wide Web.

Summary:

The LNCS journal Transactions on Large-Scale Data and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g. computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-Scale distributed applications providing high scalability. This, the 53rd issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include time series management from edge to cloud, segmentation for time series representation, similarity research, semantic similarity in a taxonomy, linked data semantic distance, linguistics-informed natural language processing, graph neural networks, protected features, imbalanced data, causal consistency in distributed databases, actor models, and elastic horizontal scalability.

Contents:

ModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud

Variable-Size Segmentation for Time Series Representation

Semantic Similarity in a Taxonomy by Evaluating the Relatedness of Concept Senses with the Linked Data Semantic Distance

Constituency-informed and Constituency-constrained Extractive Question Answering with Heterogeneous Graph Transformer

FAPFID: A Fairness-aware Approach for Protected Features and Imbalanced Data

D-Thespis: A Distributed Actor-Based Causally Consistent DBMS.

Notes:

Includes bibliographical references and index.

Description based on print version record.

Other Format:

Print version: Hameurlain, Abdelkader Transactions on Large-Scale Data- and Knowledge-Centered Systems LIII

ISBN:

9783662668634

3662668637