Web Information Systems and Applications : 16th International Conference, WISA 2019, Qingdao, China, September 20-22, 2019, Proceedings / edited by Weiwei Ni, Xin Wang, Wei Song, Yukun Li.

Format:

Book

Contributor:

Ni, Weiwei, Editor.

Wang, Xin, Editor.

Song, Wei, Editor.

Li, Yukun, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 11817

Information Systems and Applications, incl. Internet/Web, and HCI ; 11817

Language:

English

Subjects (All):

Data mining.

Artificial intelligence.

Computers.

Computer engineering.

Computer networks.

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Computing Milieux.

Computer Engineering and Networks.

Local Subjects:

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Computing Milieux.

Computer Engineering and Networks.

Physical Description:

1 online resource (XVII, 723 pages) : 361 illustrations, 172 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 16th International Conference on Web Information Systems and Applications, WISA 2019, held in Qingdao, China, in September 2019. The 39 revised full papers and 33 short papers presented were carefully reviewed and selected from 154 submissions. The papers are grouped in topical sections on machine learning and data mining, cloud computing and big data, information retrieval, natural language processing, data privacy and security, knowledge graphs and social networks, blockchain, query processing, and recommendations.

Contents:

Online Anomaly Detection via Incremental Tensor Decomposition

Intelligent Trader Model based on Deep Reinforcement Learning

BiRNN-DKT: Transfer Bi-directional LSTM RNN for Knowledge Tracing

Semi-supervised Learning to Rank with Uncertain Data

Signed Network Embedding Based on Noise Contrasive Estimation and Deep Learning

Under Water Object Detection Based on Convolution Neural Network

Face Photo-Sketch Synthesis based on Conditional Adversarial Networks

Research and Implementation of Vehicle Tracking Algorithm based on Multi-feature Fusion

An Enterprise Competitiveness Assessment Method based on Ensemble Learning

A Method for Duplicate Record Detection Using Deep Learning

Case Facts Analysis Method Based on Deep Learning

The Air Quality Prediction Based on a Convolutional LSTM Network

Core Solution Computing Algorithm of Web Data Exchange

A Novel Adaptive Tuning Mechanism for Kafka-based Ordering Service

Author Name Disambiguation in Heterogeneous Academic Networks

Is Bigger Data Better for Defect Prediction: Examining the Impact of Data Size on Supervised and Unsupervised Defect Prediction

Using Behavior Data to Predict the Internet Addition of College Students

Detection of Entity-description Conflict on Duplicated Data Based on Merkle-tree for IIoT

Anti-money Laundering (AML) Research: A System for Identification and Multi-Classification

Research of Query Verification Algorithm on Body Sensing Data in Cloud Computing Environment

Analysis of Macro Factors of Welfare Lottery Marketing Based on Big Data

An inflection point based clustering method for sequence data

Efficient Large-Scale Multi-Graph Similarity Search Using MapReduce

A Subgraph Query Method based on Adjacent Node Features on Large-scale Label Graphs

Semantic Web Service Discovery Based on LDA Clustering

Research and Implementation of Anti-Occlusion Algorithm for Vehicle Detection in Video Data

Temporal Dependency Mining from Multi-Sensor Event Sequences for Predictive Maintenance

An anomaly pattern detection method for sensor data

A Sequence-to-Sequence Text Summarization Model with Topic based Attention Mechanism

Sentiment Tendency Analysis of NPC and CPPCC in German News

Ensemble Methods for Word Embedding Model Based on Judicial Text

Multilingual Short Text Classification Based on LDA and BiLSTM-CNN Neural Network

Random Sequence Coding based Privacy Preserving Nearest Neighbor Query Method

Multi-keyword Search Bsed On Attribute Encryption

Private Trajectory Data Publication for Trajectory Classification

Adaptive Authorization Access Method for Medical Cloud Data based on Attribute Encryption

Dummy-based Trajectory Privacy Protection against Exposure Location Attacks

Privacy Protection Workflow Publishing Under Differential Privacy

A Cross-network User Identification Model based on Two-phase Expansion

Prediction based on Node Embedding and Personalized Time Interval in Temporal Multi-relational Network

A Unified Relational Storage Scheme for RDF and Property Graphs

Construction Research and Application of Poverty Alleviation Knowledge Graph

Graph Data Retrieval Algorithm for Knowledge Fragmentation

A Method of Link Prediction Using Meta Path and Attribute Information

TransFG: A Fine-Grained Model for Knowledge Graph Embedding

Adjustable Location Privacy-Preserving Nearest Neighbor Query Method

Semi-supervised Sentiment Classification Method based on Weibo Social Relationship

Organization and Query Optimization of Large-scale Product Knowledge

Drug Abuse Detection via Broad Learning.

Other Format:

Printed edition:

ISBN:

978-3-030-30952-7

9783030309527

Access Restriction:

Restricted for use by site license.