
Database and Expert Systems Applications
Description
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.
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Content
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 .- E ffective 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 Dat a.- 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 Pri vacy.- 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 Backup s.- 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 Weight s.- 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 .- R ewriting Graph-DB Queries to Enforce Attribute-based Access Control .- A Polystore Querying System applied to heterogeneous and horizontally distrib-uted dat a.- 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 Predictio n.- Feature Selection for Aero-Engine Fault Detection .- Tracking Clusters of Links in Dynamic Social Networks .- Mind In Action: Cognitive Assessment using Action Recognition.
.- 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 .- E ffective 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 ofmachine 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 Dat a.- 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 Pri vacy.- 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 Backup s.- 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 Weight s.- 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 .- R ewriting Graph-DB Queries to Enforce Attribute-based Access Control .- A Polystore Querying System applied to heterogeneous and horizontally distrib-uted dat a.- 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 Predictio n.- Feature Selection for Aero-Engine Fault Detection .- Tracking Clusters of Links in Dynamic Social Networks .- Mind In Action: Cognitive Assessment using Action Recognition.