Web Information Systems and Applications : 19th International Conference, WISA 2022, Dalian, China, September 16–18, 2022, Proceedings / edited by Xiang Zhao, Shiyu Yang, Xin Wang, Jianxin Li.

Format:

Book

Contributor:

Zhao, Xiang, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13579

Language:

English

Subjects (All):

Data mining.

Database management.

Application software.

Artificial intelligence.

Data Mining and Knowledge Discovery.

Database Management.

Computer and Information Systems Applications.

Artificial Intelligence.

Local Subjects:

Data Mining and Knowledge Discovery.

Database Management.

Computer and Information Systems Applications.

Artificial Intelligence.

Physical Description:

1 online resource (749 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

This book constitutes the proceedings of the 19th International Conference on Web Information Systems and Applications, WISA 2022, held in Dalian, China, in September 2022. The 45 full papers and 19 short papers presented were carefully reviewed and selected from 212 submissions. The papers are grouped in topical sections on knowledge graph, natural language processing, world wide web, machine learning, query processing and algorithm, recommendation, data privacy and security, and blockchain.

Contents:

Knowledge Graph

Temporal Knowledge Graph Embedding for Link Prediction

A Multi-modal Knowledge Graph Platform Based on Medical Data Lake

Fusion of Natural Language and Knowledge Graph for Multi-hop Reasoning

Commonsense Knowledge Construction with Concept and Pretrained Model

Simplifying Knowledge-aware Aggregation for Knowledge Graph Collaborative Filtering

Bi-directional Neighborhood-Aware Network for Entity Alignment in Knowledge Graphs

SAREM: Semi-supervised Active Heterogeneous Entity Matching Framework

LocRDF: An Ontology-Aware Key-Value Store For Massive RDF Data

Multi-view based Entity Frequency-aware Graph Neural Network for Temporal Knowledge Graph Link Prediction

Semantic Reasoning Technology on Temporal Knowledge Graph

Multiple-granularity Graph for Document-level Relation Extraction

A Fine-Grained Anomaly Detection Method Fusing Isolation Forest and Knowledge Graph Reasoning

Design of trademark recommendation system based on knowledge graph

Natural Language Processing

An integrated Chinese malicious webpages detection method based on pre-trained language models and feature fusion

Code comments generation with data flow-guided Transformer

Coreference Resolution with Syntax and Semantics

Self-adaptive Context Reasoning Mechanism for Text Sentiment Analysis

AOED: Generating SQL with the Aggregation Operator Enhanced Decoding

Multi-Granularity Chinese Text Matching Model Combined With Bidirectional Attention

World Wide Web

Data Fusion Methods with Graded Relevance Judgment

Highway Accident Localization Based on Virtual Fence for Intelligent Transportation Systems

Design and Implementation of Analyzer Management System Based on Elasticsearch

A Hybrid Model for Spatio-Temporal Information Recognition in COVID-19 Trajectory Text

A Research on the Theory and Technology of Trusted Transaction in Modern Service Industry

Causal Effect Estimation Using Variational Information Bottleneck.-Fault Diagnosis of Web Services Based on Feature Selection

The Change of Code Metrics for Predicting the Label Change on Evolutionary Projects: An Empirical Study

Identifying influential spreaders in complex networks based on degree centrality

Machine Learning

A knowledge-guided method for disease prediction based on attention mechanism

Machine Reading Comprehension Based On Hybrid Attention And Controlled Generation

Contextual Policy Transfer in Meta-Reinforcement Learning via Active Learning

Emotion Cause Pair Extraction based on Multitask

Dynamic Alternative Attention for Visual Question Answering

A Biomedical Trigger Word Identification Method Based on BERT and CRF

Tackling Non-stationarity in Decentralized Multi-Agent Reinforcement Learning with Prudent Q-Learning

Deep multi-mode learning for book spine recognition

DEAR: Dual-level Self-Attention GRU for Online Early Prediction of Sepsis

A Route Planning Method of UAV Based on Multiaircraft Cooperation

An Improved Monte Carlo Denoising Algorithm Based on Kernel-Predicting Convolutional Network

Research on target detection method based on improved YOLOv5

Diagnostic Prediction for Cervical Spondylotic Myelopathy Based on Multi-source Data in Electronic Medical Records

Query Processing and Algorithm

Weighted Cost Model for Optimized Query Processing

A Data Dimensionality Reduction Method Based on mRMR and Genetic Algorithm for High-dimensional Small Sample Data

Efficient Subhypergraph Containment Queries on Hypergraph Databases

Logistics Distribution Route Optimization using Hybrid Ant Colony Optimization Algorithm

Recommendation

Multi-Preference Book Recommendation Method Based on Graph Convolution Neural Network

Sentiment-aware Neural Recommendation with Opinion-based Explanations

Dual-level Hypergraph Representation Learning for Group Recommendation

GeoGTI: Towards A General, Transferable and Interpretable Site Recommendation

LFM-C: AFriend Recommendation Algorithm for Campus Mutual Aid System

Recommending Online Course Resources Based on Knowledge Graph

Data Privacy and Security

Multi-party Privacy-Preserving Record Linkage Method Based on Trusted Execution Environment

Efficient Differential Privacy Federated Learning Mechanism for Intelligent Selection of Optimal Privacy Protection Levels

Patient-Friendly Medical Data Security Sharing Scheme Based on Blockchain and Proxy Re-Encryption

Spatial Data Publication Under Local Differential Privacy

Big Data Analysis for Anti-Money Laundering: a Case of Open Source Greenplum Application

Blockchain

Efficient Multi-Party Privacy-Preserving Record Linkage Based On Blockchain

A Blockchain-based Scheme for Efficient Medical Data Sharing with Attribute-based Hierarchical Encryption

B-Store, a general block storage and retrieval system for blockchain

Enabling Verifiable Single-Attribute Range Queries on Erasure-Coded Sharding-Based Blockchain Systems

An Efficient Query Architecture for Permissioned Blockchain

MCQL: A Multi-node Consortium Blockchain Query Method Based on Node Dynamic Adjustment

An Ethereum-based Image Copyright Authentication Scheme

Modifiable Blockchain Based on Chebyshev Polynomial and Chameleon Hash Function.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Zhao, Xiang Web Information Systems and Applications

ISBN:

3-031-20309-7

OCLC:

1354205444