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Web and Big Data

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Cover of 'Web and Big Data'

Table of Contents

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    Book Overview
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    Chapter 1 MSP: Learned Query Performance Prediction Using MetaInfo and Structure of Plans
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    Chapter 2 Computing Online Average Happiness Maximization Sets over Data Streams
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    Chapter 3 A Penetration Path Planning Algorithm for UAV Based on Laguerre Diagram
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    Chapter 4 Scheduling Strategy for Specialized Vehicles Based on Digital Twin in Airport
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    Chapter 5 Graph-Based Sequential Interpolation Recommender for Cold-Start Users
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    Chapter 6 Self-guided Contrastive Learning for Sequential Recommendation
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    Chapter 7 Time Interval Aware Collaborative Sequential Recommendation with Self-supervised Learning
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    Chapter 8 A2TN: Aesthetic-Based Adversarial Transfer Network for Cross-Domain Recommendation
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    Chapter 9 MORO: A Multi-behavior Graph Contrast Network for Recommendation
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    Chapter 10 Eir-Ripp: Enriching Item Representation for Recommendation with Knowledge Graph
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    Chapter 11 User Multi-behavior Enhanced POI Recommendation with Efficient and Informative Negative Sampling
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    Chapter 12 Neighborhood Constraints Based Bayesian Personalized Ranking for Explainable Recommendation
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    Chapter 13 Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation
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    Chapter 14 Mixed-Order Heterogeneous Graph Pre-training for Cold-Start Recommendation
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    Chapter 15 MISRec: Multi-Intention Sequential Recommendation
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    Chapter 16 MARS: A Multi-task Ranking Model for Recommending Micro-videos
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    Chapter 17 How to Share Medical Data Belonging to Multiple Owners in a Secure Manner
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    Chapter 18 LAP-BFT: Lightweight Asynchronous Provable Byzantine Fault-Tolerant Consensus Mechanism for UAV Network Trusted Systems
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    Chapter 19 A Secure Order-Preserving Encryption Scheme Based on Encrypted Index
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    Chapter 20 A Deep Reinforcement Learning-Based Approach for Android GUI Testing
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    Chapter 21 RoFL: A Robust Federated Learning Scheme Against Malicious Attacks
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    Chapter 22 FDP-LDA: Inherent Privacy Amplification of Collapsed Gibbs Sampling via Group Subsampling
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    Chapter 23 Multi-modal Fake News Detection Use Event-Categorizing Neural Networks
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    Chapter 24 Unified Proof of Work: Delegating and Solving Customized Computationally Bounded Problems in a Privacy-Preserving Way
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    Chapter 25 TSD3: A Novel Time-Series-Based Solution for DDoS Attack Detection
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    Chapter 26 Executing Efficient Retrieval Over Blockchain Medical Data Based on Exponential Skip Bloom Filter
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    Chapter 27 IMPGA: An Effective and Imperceptible Black-Box Attack Against Automatic Speech Recognition Systems
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    Chapter 28 FD-Leaks: Membership Inference Attacks Against Federated Distillation Learning
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    Chapter 29 When Self-attention and Topological Structure Make a Difference: Trajectory Modeling in Road Networks
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    Chapter 30 Block-Join: A Partition-Based Method for Processing Spatio-Temporal Joins
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    Chapter 31 RN-Cluster: A Novel Density-Based Clustering Approach for Road Network Partition
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    Chapter 32 Fine-Grained Urban Flow Inferring via Conditional Generative Adversarial Networks
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    Chapter 33 TDCT: Transport Destination Calibration Based on Waybill Trajectories of Trucks
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    Chapter 34 OESCPM: An Online Extended Spatial Co-location Pattern Mining System
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    Chapter 35 gTop: An Efficient SPARQL Query Engine
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    Chapter 36 Multi-SQL: An Automatic Multi-model Data Management System
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    Chapter 37 Demonstration on Unblocking Checkpoint for Fault-Tolerance in Pregel-Like Systems
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Title
Web and Big Data
Published by
Springer Nature Switzerland, March 2023
DOI 10.1007/978-3-031-25201-3
ISBNs
978-3-03-125200-6, 978-3-03-125201-3
Editors

Li, Bohan, Yue, Lin, Tao, Chuanqi, Han, Xuming, Calvanese, Diego, Amagasa, Toshiyuki

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