Web Information Systems Engineering – WISE 2022

Table of Contents

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   Book Overview
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   Chapter 1 Utilizing Social Media Retweeting for Improving Event Participant Prediction
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   Chapter 2 A Domain-Independent Method for Thematic Dataset Building from Social Media: The Case of Tourism on Twitter
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   Chapter 3 Domain Adversarial Training for Aspect-Based Sentiment Analysis
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   Chapter 4 Social Community Evolution Analysis and Visualization in Open Source Software Projects
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   Chapter 5 Hop-Constrained s - t Simple Path Enumeration in Billion-Scale Labelled Graphs
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   Chapter 6 Complex Question Answering Over Temporal Knowledge Graphs
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   Chapter 7 Hotspots Recommender: Spatio-Temporal Prediction of Ride-Hailing and Taxicab Services
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   Chapter 8 Towards a Co-selection Approach for a Global Explainability of Black Box Machine Learning Models
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    Chapter 9 A Multi-Threading Algorithm for Constrained Path Optimization Problem on Road Networks
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    Chapter 10 An Unsupervised Approach to Genuine Health Information Retrieval Based on Scientific Evidence
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    Chapter 11 Explaining Unexpected Answers of SPARQL Queries
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    Chapter 12 Bitcoin Transaction Confirmation Time Prediction: A Classification View
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    Chapter 13 Offworker: An Offloading Framework for Parallel Web Applications
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    Chapter 14 High-Performance Transaction Processing for Web Applications Using Column-Level Locking
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    Chapter 15 sGrid++: Revising Simple Grid Based Density Estimator for Mining Outlying Aspect
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    Chapter 16 LinGBM: A Performance Benchmark for Approaches to Build GraphQL Servers
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    Chapter 17 A Service-Based Framework for Adaptive Data Curation in Data Lakehouses
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    Chapter 18 Retrofitting Industrial Machines with WebAssembly on the Edge
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    Chapter 19 Attention-Based Relation Prediction of Knowledge Graph by Incorporating Graph and Context Features
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    Chapter 20 Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network
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    Chapter 21 Efficient Truss Computation for Large Hypergraphs
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    Chapter 22 Identifying Privacy Risks Raised by Utility Queries
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    Chapter 23 An Empirical Assessment of Security and Privacy Risks of Web-Based Chatbots
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    Chapter 24 An Information-Driven Genetic Algorithm for Privacy-Preserving Data Publishing
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    Chapter 25 Enhanced Topic Representation by Ambiguity Handling
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    Chapter 26 Enhancing Seq2seq Math Word Problem Solver with Entity Information and Math Knowledge
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    Chapter 27 Mitigating Multi-class Unintended Demographic Bias in Text Classification with Adversarial Learning
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    Chapter 28 Debias the Black-Box: A Fair Ranking Framework via Knowledge Distillation
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    Chapter 29 Incorporating News Summaries for Stock Predictions via Graphical Learning
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    Chapter 30 Bootstrapping Joint Entity and Relation Extraction with Reinforcement Learning
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    Chapter 31 EEML: Ensemble Embedded Meta-Learning
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    Chapter 32 Click is Not Equal to Purchase: Multi-task Reinforcement Learning for Multi-behavior Recommendation
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    Chapter 33 Multi-document Question Answering Powered by External Knowledge
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    Chapter 34 A Learning-Based Approach for Multi-scenario Trajectory Similarity Search
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    Chapter 35 Transformer-Based Cache Replacement Policy Learning
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    Chapter 36 Conats: A Novel Framework for Cross-Modal Map Extraction
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    Chapter 37 Attentive Knowledge-Aware Path Network for Explainable Travel Mashup
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    Chapter 38 Extra Budget-Aware Online Task Assignment in Spatial Crowdsourcing
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    Chapter 39 TUR: Utilizing Temporal Information to Make Unexpected E-Commerce Recommendations
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    Chapter 40 Towards Robust Recommender Systems via Triple Cooperative Defense
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    Chapter 41 Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces
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    Chapter 42 Event Source Page Discovery via Policy-Based RL with Multi-task Neural Sequence Model
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    Chapter 43 Triplet Embedding Convolutional Recurrent Neural Network for Long Text Semantic Analysis
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    Chapter 44 Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction
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    Chapter 45 RDF_QDAG in Action: Efficient RDF Data Querying at Scale
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    Chapter 46 Multi-source Logistics Data Management Architecture
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    Chapter 47 TCPMS-FCP: A Traffic Congestion Pattern Mining System Based on Spatio-Temporal Fuzzy Co-location Patterns