Web Information Systems and Applications: 16th International Conference, Wisa 2019, Qingdao, China, September 20-22, 2019, Proceedings

ISBN-13: 9783030309510 / Angielski / Miękka / 2019 / 723 str.

Weiwei Ni; Xin Wang; Wei Song

Spis treści

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 & 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.