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Autor Beek, Wouter |
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Web Information Systems Engineering – WISE 2020 / Huang, Zhisheng ; Beek, Wouter ; Wang, Hua ; Zhou, Rui ; Zhang, Yanchun
TÃtulo : Web Information Systems Engineering – WISE 2020 : 21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part I / Tipo de documento: documento electrónico Autores: Huang, Zhisheng, ; Beek, Wouter, ; Wang, Hua, ; Zhou, Rui, ; Zhang, Yanchun, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XVIII, 578 p. 178 ilustraciones, 139 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-62005-9 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Software de la aplicacion Ciencias sociales Inteligencia artificial Ciencias de la Computación Procesamiento de datos Sistemas de almacenamiento y recuperación de información. Aplicaciones informáticas y de sistemas de información Aplicación informática en ciencias sociales y del comportamiento. TeorÃa de la Computación MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 21.ª Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2020, celebrada en Ãmsterdam, PaÃses Bajos, en octubre de 2020. Los 81 artÃculos completos presentados fueron cuidadosamente revisados ​​y seleccionados entre 190 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: integración de redes; graficar red neuronal; red social; consulta de gráfico; gráfico de conocimiento y vinculación de entidades; análisis de datos espaciales temporales; y computación de servicios y computación en la nube Parte II: extracción de información; extracción de textos; seguridad y privacidad; sistema de recomendación; sistema de base de datos y flujo de trabajo; y minerÃa de datos y aplicaciones. Nota de contenido: Network Embedding -- Higher-Order Graph Convolutional Embedding for Temporal Networks -- ROLNE: Improving the Quality of Network Embedding With Structural Role Proximity -- Weighted Meta-Path Embedding Learning for Heterogeneous Information Networks -- A Graph Embedding Based Real-time Social Activity Matching Model for EBSNs Recommendation -- Competitor Mining from Web Encyclopedia: A Graph Embedding Approach -- Graph Neural Network -- Fine-grained Semantics-aware Heterogeneous Graph Neural Networks -- DynGCN: A Dynamic Graph Convolutional Network Based on Spatial-Temporal Modeling -- NeuLP: An End-to-end Deep-learning Model for Link Prediction -- PLSGAN: a Power-Law-modified Sequential Generative Adversarial Network for Graph Generation -- Social Network -- User Profile Linkage across Multiple Social Platforms -- Budgeted Influence Maximization with Tags in Social Networks -- Modeling Implicit Communities from Geo-tagged Event Traces using Spatio-Temporal Point Processes -- Detecting Social Spammers in Sina Weibo Using Extreme Deep Factorization Machine -- Clustering Hashtags Using Temporal Patterns -- Nonnegative Residual Matrix Factorization for Community Detection -- Graph Query -- Fast Algorithm for Distance Dynamics-based Community Detection -- A hybrid index for exact shortest distance queries -- DySky: Dynamic Skyline Queries on Uncertain Graphs -- Leveraging Double Simulation to Efficiently Evaluate Hybrid Patterns on Data Graphs -- Knowledge Graph and Entity Linkage -- Knowledge-Infused Pre-Trained Models for KG Completion -- TransMVG: Knowledge Graph Embedding based on Multiple-Valued Gates -- ADKT: Adaptive Deep Knowledge Tracing -- MULCE: Multi-Level Canonicalization with Embeddings of Open Knowledge Bases -- Encoding Knowledge Graph Entity Aliases in Attentive Neural Networks for Wikidata Entity Linking -- Improving Entity Linking with Graph Networks -- Spatial Temporal Data Analysis -- AccurateIndoor Positioning Prediction Using The LSTM and Grey Model -- Bus Travel Time Prediction Based on Deep Spatio-Temporal Model -- TraSP: A General Framework for Online Trajectory Similarity Processing -- Indicators for Measuring Tourist Mobility -- Modeling Local and Global Flow Aggregation for Traffic Flow Forecasting -- NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection -- Spatial and Temporal Pricing Approach for Tasks in Spatial Crowdsourcing -- Service Computing and Cloud Computing -- Attention-based High-order Feature Interactions to Enhance the Recommender System for Web-based Knowledge-Sharing Service -- Designing Context-based Services for Resilient Cyber Physical Production Systems -- A Novel Repair-Based Multi-Objective Algorithm for QoS-Constrained Distributed Data-Intensive Web Service Composition -- Heuristics based Mosaic of Social-Sensor Services for Scene Reconstruction -- Fast Build Top-k Lightweight Service-based Systems -- Comparison of Text-based and Feature-based Semantic Similarity Between Android Apps -- Subjective Metrics-based Cloud Market Performance Prediction -- Towards Web-scale and Energy-efficient Hybrid SDNs: Deployment Optimization and Fine-grained Link State Management. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 21st International Conference on Web Information Systems Engineering, WISE 2020, held in Amsterdam, The Netherlands, in October 2020. The 81 full papers presented were carefully reviewed and selected from 190 submissions. The papers are organized in the following topical sections: Part I: network embedding; graph neural network; social network; graph query; knowledge graph and entity linkage; spatial temporal data analysis; and service computing and cloud computing Part II: information extraction; text mining; security and privacy; recommender system; database system and workflow; and data mining and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Web Information Systems Engineering – WISE 2020 : 21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part I / [documento electrónico] / Huang, Zhisheng, ; Beek, Wouter, ; Wang, Hua, ; Zhou, Rui, ; Zhang, Yanchun, . - 1 ed. . - [s.l.] : Springer, 2020 . - XVIII, 578 p. 178 ilustraciones, 139 ilustraciones en color.
ISBN : 978-3-030-62005-9
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Software de la aplicacion Ciencias sociales Inteligencia artificial Ciencias de la Computación Procesamiento de datos Sistemas de almacenamiento y recuperación de información. Aplicaciones informáticas y de sistemas de información Aplicación informática en ciencias sociales y del comportamiento. TeorÃa de la Computación MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 21.ª Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2020, celebrada en Ãmsterdam, PaÃses Bajos, en octubre de 2020. Los 81 artÃculos completos presentados fueron cuidadosamente revisados ​​y seleccionados entre 190 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: integración de redes; graficar red neuronal; red social; consulta de gráfico; gráfico de conocimiento y vinculación de entidades; análisis de datos espaciales temporales; y computación de servicios y computación en la nube Parte II: extracción de información; extracción de textos; seguridad y privacidad; sistema de recomendación; sistema de base de datos y flujo de trabajo; y minerÃa de datos y aplicaciones. Nota de contenido: Network Embedding -- Higher-Order Graph Convolutional Embedding for Temporal Networks -- ROLNE: Improving the Quality of Network Embedding With Structural Role Proximity -- Weighted Meta-Path Embedding Learning for Heterogeneous Information Networks -- A Graph Embedding Based Real-time Social Activity Matching Model for EBSNs Recommendation -- Competitor Mining from Web Encyclopedia: A Graph Embedding Approach -- Graph Neural Network -- Fine-grained Semantics-aware Heterogeneous Graph Neural Networks -- DynGCN: A Dynamic Graph Convolutional Network Based on Spatial-Temporal Modeling -- NeuLP: An End-to-end Deep-learning Model for Link Prediction -- PLSGAN: a Power-Law-modified Sequential Generative Adversarial Network for Graph Generation -- Social Network -- User Profile Linkage across Multiple Social Platforms -- Budgeted Influence Maximization with Tags in Social Networks -- Modeling Implicit Communities from Geo-tagged Event Traces using Spatio-Temporal Point Processes -- Detecting Social Spammers in Sina Weibo Using Extreme Deep Factorization Machine -- Clustering Hashtags Using Temporal Patterns -- Nonnegative Residual Matrix Factorization for Community Detection -- Graph Query -- Fast Algorithm for Distance Dynamics-based Community Detection -- A hybrid index for exact shortest distance queries -- DySky: Dynamic Skyline Queries on Uncertain Graphs -- Leveraging Double Simulation to Efficiently Evaluate Hybrid Patterns on Data Graphs -- Knowledge Graph and Entity Linkage -- Knowledge-Infused Pre-Trained Models for KG Completion -- TransMVG: Knowledge Graph Embedding based on Multiple-Valued Gates -- ADKT: Adaptive Deep Knowledge Tracing -- MULCE: Multi-Level Canonicalization with Embeddings of Open Knowledge Bases -- Encoding Knowledge Graph Entity Aliases in Attentive Neural Networks for Wikidata Entity Linking -- Improving Entity Linking with Graph Networks -- Spatial Temporal Data Analysis -- AccurateIndoor Positioning Prediction Using The LSTM and Grey Model -- Bus Travel Time Prediction Based on Deep Spatio-Temporal Model -- TraSP: A General Framework for Online Trajectory Similarity Processing -- Indicators for Measuring Tourist Mobility -- Modeling Local and Global Flow Aggregation for Traffic Flow Forecasting -- NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection -- Spatial and Temporal Pricing Approach for Tasks in Spatial Crowdsourcing -- Service Computing and Cloud Computing -- Attention-based High-order Feature Interactions to Enhance the Recommender System for Web-based Knowledge-Sharing Service -- Designing Context-based Services for Resilient Cyber Physical Production Systems -- A Novel Repair-Based Multi-Objective Algorithm for QoS-Constrained Distributed Data-Intensive Web Service Composition -- Heuristics based Mosaic of Social-Sensor Services for Scene Reconstruction -- Fast Build Top-k Lightweight Service-based Systems -- Comparison of Text-based and Feature-based Semantic Similarity Between Android Apps -- Subjective Metrics-based Cloud Market Performance Prediction -- Towards Web-scale and Energy-efficient Hybrid SDNs: Deployment Optimization and Fine-grained Link State Management. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 21st International Conference on Web Information Systems Engineering, WISE 2020, held in Amsterdam, The Netherlands, in October 2020. The 81 full papers presented were carefully reviewed and selected from 190 submissions. The papers are organized in the following topical sections: Part I: network embedding; graph neural network; social network; graph query; knowledge graph and entity linkage; spatial temporal data analysis; and service computing and cloud computing Part II: information extraction; text mining; security and privacy; recommender system; database system and workflow; and data mining and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Web Information Systems Engineering – WISE 2020 / Huang, Zhisheng ; Beek, Wouter ; Wang, Hua ; Zhou, Rui ; Zhang, Yanchun
TÃtulo : Web Information Systems Engineering – WISE 2020 : 21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part II / Tipo de documento: documento electrónico Autores: Huang, Zhisheng, ; Beek, Wouter, ; Wang, Hua, ; Zhou, Rui, ; Zhang, Yanchun, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XVIII, 610 p. 185 ilustraciones, 152 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-62008-0 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Software de la aplicacion Procesamiento de datos Inteligencia artificial Gestión de base de datos Sistemas de almacenamiento y recuperación de información. Ciencias sociales Aplicaciones informáticas y de sistemas de información MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Aplicación informática en ciencias sociales y del comportamiento. Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 21.ª Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2020, celebrada en Ãmsterdam, PaÃses Bajos, en octubre de 2020. Los 81 artÃculos completos presentados fueron cuidadosamente revisados ​​y seleccionados entre 190 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: integración de redes; graficar red neuronal; red social; consulta de gráfico; gráfico de conocimiento y vinculación de entidades; análisis de datos espaciales temporales; y computación de servicios y computación en la nube Parte II: extracción de información; extracción de textos; seguridad y privacidad; sistema de recomendación; sistema de base de datos y flujo de trabajo; y minerÃa de datos y aplicaciones. Nota de contenido: Information Extraction -- TaskGenie: Crowd-powered Generation of Struggling Search Tasks -- Search Engine Similarity Analysis: A Combined Content and Rankings Approach -- Evaluating Similarity Measures for Dataset Search -- Towards Efficient Retrieval of Top-$k$ Entities in Systems of Engagement -- A Compare-Aggregate Model with External Knowledge for Query-focused Summarization -- An Active Learning Based Hybrid Neural Network for Joint Information Extraction -- ABLA: an algorithm for repairing structure-based locators through attribute annotations -- Text Mining -- Automatic action extraction for short text conversation using unsupervised learning -- Topic Analysis by Exploring Headline Information -- A Text Mining Approach to Extract and Rank Innovation Insights from Research Projects -- Automatic Complex Word Identification Using Implicit Feedback From User Copy Operations -- A Densely Connected Encoder Stack Approach for Multi-type Legal Machine Reading Comprehension -- Security and Privacy -- Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer -- Robust Blockchain-based Cross-platform Audio Copyright Protection System Using Content-based Fingerprint -- Fragmentation in Outsourced Data Storage -- A Graph Data Privacy-Preserving Method based on Generative Adversarial Networks -- Channel Correlation Based Robust Audio Watermarking Mechanism For Stereo Signals -- Adaptive Online Learning for Vulnerability Exploitation Time Prediction -- Recommender Systems -- Double-Wing Mixture of Experts for Streaming Recommendations -- Modelling Local and Global Dependencies for Next-item Recommendations -- Why-Not Questions & Explanations for Collaborative Filtering -- Learning from Multiple Graphs of User and Book Interactions for Campus Book Recommendation -- A clustering-based collaborative filtering recommendation algorithm via deep learning user side information -- Path-Based Academic Paper Recommendation -- Database System and Workflow -- A Slice-Based Method to Speed Up Join View Maintenance for Transactions -- A Chunk-Based Hash Table Caching Method for In-Memory Hash Joins -- An Asynchronous View Maintenance Approach Based on IO Sharing -- AQapprox: Aggregation Queries Approximation with Distributionaware Online Sampling -- LogRank+: A Novel Approach to Support Business Process Event Log Sampling -- ProvONE+: A Provenance Model for Scientific Workflows -- Data Mining and Applications -- Fair Outlier Detection -- A new effective and efficient measure for outlying aspect mining -- Time Series Data Cleaning Based on Dynamic Speed Constraints -- Predicting MOOCs Dropout with A Deep Model -- RFRSF: Employee Turnover Prediction based on Random Forests and Survival Analysis -- A Deep Sequence-to-Sequence Method for Aircraft Landing Speed Prediction based on QAR Data -- Fine-grained Multi-label Sexism Classification using Semi-supervised Learning -- aDFR: An Attention-based Deep Learning Model for Flight Ranking -- Dealing With Ratio Metrics in A/B Testing at the Presence of Intra-User Correlation and Segments -- Risk Monitoring Services of Discharged SARS-CoV-2 Patients -- UAVFog-assisted Data-driven Disaster Response: Architecture, Use Case, and Challenges. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 21st International Conference on Web Information Systems Engineering, WISE 2020, held in Amsterdam, The Netherlands, in October 2020. The 81 full papers presented were carefully reviewed and selected from 190 submissions. The papers are organized in the following topical sections: Part I: network embedding; graph neural network; social network; graph query; knowledge graph and entity linkage; spatial temporal data analysis; and service computing and cloud computing Part II: information extraction; text mining; security and privacy; recommender system; database system and workflow; and data mining and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Web Information Systems Engineering – WISE 2020 : 21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part II / [documento electrónico] / Huang, Zhisheng, ; Beek, Wouter, ; Wang, Hua, ; Zhou, Rui, ; Zhang, Yanchun, . - 1 ed. . - [s.l.] : Springer, 2020 . - XVIII, 610 p. 185 ilustraciones, 152 ilustraciones en color.
ISBN : 978-3-030-62008-0
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Software de la aplicacion Procesamiento de datos Inteligencia artificial Gestión de base de datos Sistemas de almacenamiento y recuperación de información. Ciencias sociales Aplicaciones informáticas y de sistemas de información MinerÃa de datos y descubrimiento de conocimientos Almacenamiento y recuperación de información Aplicación informática en ciencias sociales y del comportamiento. Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 21.ª Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2020, celebrada en Ãmsterdam, PaÃses Bajos, en octubre de 2020. Los 81 artÃculos completos presentados fueron cuidadosamente revisados ​​y seleccionados entre 190 presentaciones. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: integración de redes; graficar red neuronal; red social; consulta de gráfico; gráfico de conocimiento y vinculación de entidades; análisis de datos espaciales temporales; y computación de servicios y computación en la nube Parte II: extracción de información; extracción de textos; seguridad y privacidad; sistema de recomendación; sistema de base de datos y flujo de trabajo; y minerÃa de datos y aplicaciones. Nota de contenido: Information Extraction -- TaskGenie: Crowd-powered Generation of Struggling Search Tasks -- Search Engine Similarity Analysis: A Combined Content and Rankings Approach -- Evaluating Similarity Measures for Dataset Search -- Towards Efficient Retrieval of Top-$k$ Entities in Systems of Engagement -- A Compare-Aggregate Model with External Knowledge for Query-focused Summarization -- An Active Learning Based Hybrid Neural Network for Joint Information Extraction -- ABLA: an algorithm for repairing structure-based locators through attribute annotations -- Text Mining -- Automatic action extraction for short text conversation using unsupervised learning -- Topic Analysis by Exploring Headline Information -- A Text Mining Approach to Extract and Rank Innovation Insights from Research Projects -- Automatic Complex Word Identification Using Implicit Feedback From User Copy Operations -- A Densely Connected Encoder Stack Approach for Multi-type Legal Machine Reading Comprehension -- Security and Privacy -- Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer -- Robust Blockchain-based Cross-platform Audio Copyright Protection System Using Content-based Fingerprint -- Fragmentation in Outsourced Data Storage -- A Graph Data Privacy-Preserving Method based on Generative Adversarial Networks -- Channel Correlation Based Robust Audio Watermarking Mechanism For Stereo Signals -- Adaptive Online Learning for Vulnerability Exploitation Time Prediction -- Recommender Systems -- Double-Wing Mixture of Experts for Streaming Recommendations -- Modelling Local and Global Dependencies for Next-item Recommendations -- Why-Not Questions & Explanations for Collaborative Filtering -- Learning from Multiple Graphs of User and Book Interactions for Campus Book Recommendation -- A clustering-based collaborative filtering recommendation algorithm via deep learning user side information -- Path-Based Academic Paper Recommendation -- Database System and Workflow -- A Slice-Based Method to Speed Up Join View Maintenance for Transactions -- A Chunk-Based Hash Table Caching Method for In-Memory Hash Joins -- An Asynchronous View Maintenance Approach Based on IO Sharing -- AQapprox: Aggregation Queries Approximation with Distributionaware Online Sampling -- LogRank+: A Novel Approach to Support Business Process Event Log Sampling -- ProvONE+: A Provenance Model for Scientific Workflows -- Data Mining and Applications -- Fair Outlier Detection -- A new effective and efficient measure for outlying aspect mining -- Time Series Data Cleaning Based on Dynamic Speed Constraints -- Predicting MOOCs Dropout with A Deep Model -- RFRSF: Employee Turnover Prediction based on Random Forests and Survival Analysis -- A Deep Sequence-to-Sequence Method for Aircraft Landing Speed Prediction based on QAR Data -- Fine-grained Multi-label Sexism Classification using Semi-supervised Learning -- aDFR: An Attention-based Deep Learning Model for Flight Ranking -- Dealing With Ratio Metrics in A/B Testing at the Presence of Intra-User Correlation and Segments -- Risk Monitoring Services of Discharged SARS-CoV-2 Patients -- UAVFog-assisted Data-driven Disaster Response: Architecture, Use Case, and Challenges. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 21st International Conference on Web Information Systems Engineering, WISE 2020, held in Amsterdam, The Netherlands, in October 2020. The 81 full papers presented were carefully reviewed and selected from 190 submissions. The papers are organized in the following topical sections: Part I: network embedding; graph neural network; social network; graph query; knowledge graph and entity linkage; spatial temporal data analysis; and service computing and cloud computing Part II: information extraction; text mining; security and privacy; recommender system; database system and workflow; and data mining and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]