Database and Expert Systems Applications
Springer International Publishing (Verlag)
9783031398469 (ISBN)
The 49 full papers presented together with 35 short papers were carefully reviewed and selected from a total of 155 submissions. The papers are organized in topical sections as follows:
Part I: Data modeling; database design; query optimization; knowledge representation;
Part II: Rule-based systems; natural language processing; deep learning; neural networks.
Keynote Paper.- Data integration revitalized: from Data Warehouse through Data Lake to Data Mesh.- Data Modeling.- Scalable Summarization for Knowledge Graphs with Controlled Utility Loss.- Commonsense-aware Attentive Modeling for Humor Recognition.- A study on Vulnerability Code Labeling Method in Open-Source C Programs.- Adding result diversification to kNN-based joins in a Map-Reduce framework.- Effective and Efficient Heuristic Algorithms for Supporting Optimal Location of Hubs over Networks with Demand Uncertainty.- DMIS: Dual Model Index Structure for Enhanced Performance on Complexly Distributed Datasets.- Streaming Data Analytics for Feature Importance Measures in Concept Drift Detection and Adaptation.- An approach for efficient processing of machine operational data.- PrivSketch: A Private Sketch-based Frequency Estimation Protocol for Data Streams.- On tuning the sorted neighborhood method for record comparisons in a data deduplicaton pipeline.- Managing Semantic Evolutions in Semi-Structured Data.- Co-location pattern mining under the spatial structure constraint.- Database Design.- Enhancing Online Index Tuning with a Learned Tuning Diagnostic.- NoGar: A non-cooperative game for thread pinning in array databases.- LHKV: A Key-Value Data Collection Mechanism under Local Differential Privacy.- Investigating Lakehouse-Backbones for Vehicle Sensor Data.- Assessing the Effectiveness of Intrinsic Dimension Estimators for Uncovering the Phase Space Dimensionality of Dynamical Systems from State Observations - A Comparative Analysis .- Towards a Workload Mapping Model for Tuning Backing Services in Cloud Systems.- Compliance and Data Lifecycle Management in Databases and Backups.- A Real-time Parallel Information Processing Method for Signal Sorting.- Learning Optimal Tree-based Index Placement for Autonomous Database.- Social Links Enhanced Microblog Sentiment Analysis: Integrating Link Predic-tion and Sentiment Connection Weights.- Discovering Diverse Information Considering User Acceptability.- Confidential Truth Finding with Multi-Party Computation.- A Key-Value Based Approach to Scalable Graph Database.- Bitwise Algorithms to Compute the Transitive Closure of Graphs in Python.- Discovering Top-K Partial Periodic Patterns in Big Temporal Databases.- Query Optimization.- Dexteris: Data Exploration and Transformation with a Guided Query Builder Approach.- A Neighborhood Encoding for Subgraph Queries in Graph Databases.- MIRS: [MASK] Insertion based Retrieval Stabilizer for Query Variations.- Parallel Pattern Enumeration in Large Graphs.- S2CTrans: Building a Bridge from SPARQL to Cypher.- Rewriting Graph-DB Queries to Enforce Attribute-based Access Control.- A Polystore Querying System applied to heterogeneous and horizontally distrib-uted data.- Knowledge Representation. -Semantically Constitutive Entities in Knowledge Graphs.- KBQA: Accelerate Fuzzy Path Query on Knowledge Graph.- Tour Route Generation Considering Spot Congestion.- A Knowledge-based Approach to Business Process Analysis: from Informal to Formal.- Evaluating Prompt-based Question Answering for Object Prediction in the Open Research Knowledge Graph.- Variables are a Curse in Software Vulnerability Prediction.- Feature Selection for Aero-Engine Fault Detection.- Tracking Clusters of Links in Dynamic Soc
| Erscheinungsdatum | 19.08.2023 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XXVI, 544 p. 172 illus., 137 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 857 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Schlagworte | Artificial Intelligence • Big Data • Communication Systems • Databases • Data Mining • data visualisation • Digital Libraries • Expert Systems • Information Retrieval • knowledge management • machine learning • mobile computing • Network Protocols • Pervasive Computing • Web Services |
| ISBN-13 | 9783031398469 / 9783031398469 |
| Zustand | Neuware |
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