03901nam a22005775i 4500 978-3-662-69603-3 DE-He213 20251030112939.0 cr nn 008mamaa 240721s2024 gw | s |||| 0|eng d 9783662696033 978-3-662-69603-3 10.1007/978-3-662-69603-3 doi QA76.76.A65 UB bicssc COM005000 bisacsh UX thema Transactions on Large-Scale Data- and Knowledge-Centered Systems LVI [electronic resource] : Special Issue on Data Management - Principles, Technologies, and Applications / edited by Abdelkader Hameurlain, A Min Tjoa, Reza Akbarinia, Angela Bonifati. 1st ed. 2024. Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2024. IX, 153 p. 64 illus., 57 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2510-4942 ; 14790 Multi-Objective Test Recommendation for Adaptive Learning -- Handling Dropouts in Federating Learning with Personal Data Management Systems -- ANTM: Aligned Neural Topic Models for Exploring Evolving Topics -- A Data-Driven Model Selection Approach to Spatio-Temporal Prediction -- Optimistic Data Generation for JSON Schema. The LNCS journal Transactions on Large-scale Data and Knowledge-centered Systemsfocuses 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 maindriving force behind application development in all domains. An increase in the demand forresource sharing across different sites connected through networks has led to an evolution ofdata- and knowledge-management systems from centralized systems to decentralized systemsenabling large-scale distributed applications providing high scalability. This, the 56th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems,contains five fully revised and extended papers selected from the 39th conference on DataManagement - Principles, Technologies and Applications, BDA 2023. The topics cover awide range of timely data management research topics on adaptive learning, personal datamanagement systems, topic discovery in large corpora, spatio-temporal query processing, anddata generation. Application software. Data mining. 6941 Information storage and retrieval systems. 65568 Computer and Information Systems Applications. Data Mining and Knowledge Discovery. Information Storage and Retrieval. 65570 Hameurlain, Abdelkader. editor. edt http://id.loc.gov/vocabulary/relators/edt 83748 Tjoa, A Min. editor. edt http://id.loc.gov/vocabulary/relators/edt 82377 Akbarinia, Reza. editor. edt http://id.loc.gov/vocabulary/relators/edt 83749 Bonifati, Angela. editor. edt http://id.loc.gov/vocabulary/relators/edt 83750 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783662696026 Printed edition: 9783662696040 Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2510-4942 ; 14790 83751 https://doi.org/10.1007/978-3-662-69603-3 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 63124 63124