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Data Quality and Trust in Big Data / Hacid, Hakim ; Sheng, Quan Z. ; Yoshida, Tetsuya ; Sarkheyli, Azadeh ; Zhou, Rui
TÃtulo : Data Quality and Trust in Big Data : 5th International Workshop, QUAT 2018, Held in Conjunction with WISE 2018, Dubai, UAE, November 12–15, 2018, Revised Selected Papers / Tipo de documento: documento electrónico Autores: Hacid, Hakim, ; Sheng, Quan Z., ; Yoshida, Tetsuya, ; Sarkheyli, Azadeh, ; Zhou, Rui, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: IX, 137 p. 45 ilustraciones, 19 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-19143-6 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 Sistemas de almacenamiento y recuperación de información. Inteligencia artificial Computadoras digitales electrónicas Aplicaciones informáticas y de sistemas de información Almacenamiento y recuperación de información Rendimiento y evaluación del sistema Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye una selección revisada de artÃculos del Taller Internacional sobre Calidad de Datos y Confianza en Big Data, QUAT 2018, que se llevó a cabo junto con la Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2018, en Dubai, Emiratos Ãrabes Unidos, en noviembre de 2018. Se revisaron y seleccionaron cuidadosamente 9 artÃculos presentados en este volumen entre 15 presentaciones. Se ocupan de ideas y soluciones novedosas relacionadas con los problemas de exploración, evaluación, seguimiento, mejora y mantenimiento de la calidad de los datos y la confianza en Big Data. Nota de contenido: A Novel Data Quality Metric for Minimality -- Automated Schema Quality Measurement in Large-scale Information Systems -- Email Importance Evaluation in Mailing List Discussions -- SETTRUST: Social Exchange Theory Based Context- Aware Trust Prediction in Online Social Networks -- CNR: Cross-Network Recommendation Embedding User's Personality -- Firefly Algorithm with Proportional Adjustment Strategy -- A Formal Taxonomy of Temporal Data Defects -- Data-intensive Computing Acceleration with Python in Xilinx FPGA -- Delone and McLean IS Success Model for Evaluating Knowledge Sharing. Tipo de medio : Computadora Summary : This book constitutes revised selected papers from the International Workshop on Data Quality and Trust in Big Data, QUAT 2018, which was held in conjunction with the International Conference on Web Information Systems Engineering, WISE 2018, in Dubai, UAE, in November 2018. The 9 papers presented in this volume were carefully reviewed and selected from 15 submissions. They deal with novel ideas and solutions related to the problems of exploring, assessing, monitoring, improving, and maintaining the quality of data and trust for Big Data. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Data Quality and Trust in Big Data : 5th International Workshop, QUAT 2018, Held in Conjunction with WISE 2018, Dubai, UAE, November 12–15, 2018, Revised Selected Papers / [documento electrónico] / Hacid, Hakim, ; Sheng, Quan Z., ; Yoshida, Tetsuya, ; Sarkheyli, Azadeh, ; Zhou, Rui, . - 1 ed. . - [s.l.] : Springer, 2019 . - IX, 137 p. 45 ilustraciones, 19 ilustraciones en color.
ISBN : 978-3-030-19143-6
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 Sistemas de almacenamiento y recuperación de información. Inteligencia artificial Computadoras digitales electrónicas Aplicaciones informáticas y de sistemas de información Almacenamiento y recuperación de información Rendimiento y evaluación del sistema Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye una selección revisada de artÃculos del Taller Internacional sobre Calidad de Datos y Confianza en Big Data, QUAT 2018, que se llevó a cabo junto con la Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2018, en Dubai, Emiratos Ãrabes Unidos, en noviembre de 2018. Se revisaron y seleccionaron cuidadosamente 9 artÃculos presentados en este volumen entre 15 presentaciones. Se ocupan de ideas y soluciones novedosas relacionadas con los problemas de exploración, evaluación, seguimiento, mejora y mantenimiento de la calidad de los datos y la confianza en Big Data. Nota de contenido: A Novel Data Quality Metric for Minimality -- Automated Schema Quality Measurement in Large-scale Information Systems -- Email Importance Evaluation in Mailing List Discussions -- SETTRUST: Social Exchange Theory Based Context- Aware Trust Prediction in Online Social Networks -- CNR: Cross-Network Recommendation Embedding User's Personality -- Firefly Algorithm with Proportional Adjustment Strategy -- A Formal Taxonomy of Temporal Data Defects -- Data-intensive Computing Acceleration with Python in Xilinx FPGA -- Delone and McLean IS Success Model for Evaluating Knowledge Sharing. Tipo de medio : Computadora Summary : This book constitutes revised selected papers from the International Workshop on Data Quality and Trust in Big Data, QUAT 2018, which was held in conjunction with the International Conference on Web Information Systems Engineering, WISE 2018, in Dubai, UAE, in November 2018. The 9 papers presented in this volume were carefully reviewed and selected from 15 submissions. They deal with novel ideas and solutions related to the problems of exploring, assessing, monitoring, improving, and maintaining the quality of data and trust for Big Data. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Service-Oriented Computing / Kafeza, Eleanna ; Benatallah, Boualem ; Martinelli, Fabio ; Hacid, Hakim ; Bouguettaya, Athman ; Motahari, Hamid
TÃtulo : Service-Oriented Computing : 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings / Tipo de documento: documento electrónico Autores: Kafeza, Eleanna, ; Benatallah, Boualem, ; Martinelli, Fabio, ; Hacid, Hakim, ; Bouguettaya, Athman, ; Motahari, Hamid, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXV, 599 p. 199 ilustraciones, 150 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-65310-1 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 IngenierÃa de software Red de computadoras Gestión de base de datos Sistemas operativos (computadoras) Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Sistemas operativos Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 18.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020, que estaba prevista para realizarse en Dubai, Emiratos Ãrabes Unidos, del 14 al 17 de diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo en lÃnea. . Los 23 artÃculos completos, 16 breves y 3 artÃculos industriales incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 137 presentaciones. Estaban organizados en secciones temáticas denominadas: microservicios; Internet de las Cosas; servicios en el borde; aprendizaje automático para informática orientada a servicios; datos y servicios inteligentes; tendencias tecnológicas orientadas a servicios; papeles de la industria. Nota de contenido: Microservices -- Optimal Evolution Planning and Execution for ‎Multi-Version Coexisting Microservice Systems -- Topology-aware Continuous Experimentation ‎in Microservice-based Applications -- Charting Microservices to Support Services' Developers: the Anaximander Approach -- Fast Replica of Polyglot Persistence in Microservice Architectures for Fog Computing -- On Discovering Data Preparation Modules Using Examples -- Internet of Things -- Accelerate Personalized IoT Service Provision by ‎Cloud-Aided Edge Reinforcement Learning: A ‎Case Study on Smart Lighting -- A game-based secure trading of big data ‎and IoT services: Blockchain as a two-sided ‎market -- A Dynamic Cost Model to Minimize Energy Consumption and Processing Time for IoT Tasks in Mobile Edge Computing Environment -- Automated SLA Negotiation in the IoT Environment – A Metaheuristic Approach -- PATRIoT: A data sharing platform for IoT using a service-oriented approach based on blockchain -- Services at the Edge -- Energy Minimization for Cloud Services with ‎Stochastic Requests -- Scalable Joint Optimization of Placement and ‎Parallelism of Data Stream Processing Applications ‎on Cloud-Edge Infrastructure -- Impact of Service- and Cloud-Based Dynamic Routing Architectures on System Reliability -- Pricing in the Competing Auction-based Cloud Market: A Multi-Agent Deep Deterministic Policy Gradient Approach -- Dynamic Edge User Allocation with User specified QoS preferences -- Fault-tolerating Edge Computing with ‎Server Redundancy based on a Variant of ‎Group Degree Centrality -- TD-EUA: Task-decomposable Edge User ‎Allocation with QoE Optimization -- A Decentralized Reactive Approach to Online Task ‎Offloading in Mobile Edge Computing Environments -- Mobility-Aware Service Placement for Vehicular ‎Users in Edge-Cloud Environment -- Machine Learning for Service Oriented Computing -- Feature-Model-Guided Online Reinforcement ‎Learning for Self-Adaptive Services Metzger -- FAST: A Fairness Assured Service ‎Recommendation Strategy Considering Service ‎Capacity Constraint -- Real-time Automatic Configuration Tuning for Smart ‎Manufacturing with Federated Deep Learning -- A Trust and Energy-Aware Double Deep ‎Reinforcement Learning Scheduling Strategy for ‎Federated Learning on IoT Devices -- Smart Data and Smart Services -- A Spectrum of Entropy-Based Precision and ‎Recall Measurements Between Partially ‎Matching Designed and Observed Processes -- A Knowledge Graph based Approach for Mobile ‎Application Recommendation -- ICS-Assist: Intelligent Customer Inquiry ‎Resolution Recommendation in Online Customer ‎Service for Large E-Commerce Businesses -- Detecting User Significant Intention via ‎Sentiment-Preference Correlation Analysis for ‎Continues App Improvement -- Fine-Grained Task Distribution for Mobile ‎Sensor Networks with Agent Cooperation ‎Relationship -- Allocation Priority Policies for Serverless ‎Function-execution Scheduling Optimisation -- Adaptive Recollected RNN for Workload Forecasting in Database-as-a-Service -- Exploring Interpretability for Predictive Process Analytics -- Designing Optimal Robotic Process Automation Architectures -- Service Oriented Technology Trends -- RESTest: Black-Box Constraint-Based Testing of ‎RESTful Web APIs -- A Type-Sensitive Service Identification ‎Approach for Legacy-to-SOA Migration -- Automated Quality Assessment of Incident Tickets for Smart Service Continuity -- API-Prefer: An API Package Recommender System based on Composition Feature Learning -- Tail-Latency-Aware Fog Application Replica ‎Placement -- Two-Sided Matching Scheduling using Multi-Level Look-Ahead Queue of Supply and Demand -- A Practice-Oriented, Control-Flow-Based Anomaly Detection Approach for Internal Process Audits -- Industry papers -- Latest Image Recommendation Method for Automatic Base Image Update in Dockerfile -- Online Topic Modeling for Short Texts -- Metrics for Assessing Architecture Conformance to Microservice Architecture Patterns and Practices. . Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai, UAE, during December 14-17, 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full, 16 short, and 3 industry papers included in this volume were carefully reviewed and selected from 137 submissions. They were organized in topical sections named: microservices; Internet of Things; services at the edge; machine learning for service oriented computing; smart data and smart services; service oriented technology trends; industry papers. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Service-Oriented Computing : 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings / [documento electrónico] / Kafeza, Eleanna, ; Benatallah, Boualem, ; Martinelli, Fabio, ; Hacid, Hakim, ; Bouguettaya, Athman, ; Motahari, Hamid, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXV, 599 p. 199 ilustraciones, 150 ilustraciones en color.
ISBN : 978-3-030-65310-1
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 IngenierÃa de software Red de computadoras Gestión de base de datos Sistemas operativos (computadoras) Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Sistemas operativos Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 18.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020, que estaba prevista para realizarse en Dubai, Emiratos Ãrabes Unidos, del 14 al 17 de diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo en lÃnea. . Los 23 artÃculos completos, 16 breves y 3 artÃculos industriales incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 137 presentaciones. Estaban organizados en secciones temáticas denominadas: microservicios; Internet de las Cosas; servicios en el borde; aprendizaje automático para informática orientada a servicios; datos y servicios inteligentes; tendencias tecnológicas orientadas a servicios; papeles de la industria. Nota de contenido: Microservices -- Optimal Evolution Planning and Execution for ‎Multi-Version Coexisting Microservice Systems -- Topology-aware Continuous Experimentation ‎in Microservice-based Applications -- Charting Microservices to Support Services' Developers: the Anaximander Approach -- Fast Replica of Polyglot Persistence in Microservice Architectures for Fog Computing -- On Discovering Data Preparation Modules Using Examples -- Internet of Things -- Accelerate Personalized IoT Service Provision by ‎Cloud-Aided Edge Reinforcement Learning: A ‎Case Study on Smart Lighting -- A game-based secure trading of big data ‎and IoT services: Blockchain as a two-sided ‎market -- A Dynamic Cost Model to Minimize Energy Consumption and Processing Time for IoT Tasks in Mobile Edge Computing Environment -- Automated SLA Negotiation in the IoT Environment – A Metaheuristic Approach -- PATRIoT: A data sharing platform for IoT using a service-oriented approach based on blockchain -- Services at the Edge -- Energy Minimization for Cloud Services with ‎Stochastic Requests -- Scalable Joint Optimization of Placement and ‎Parallelism of Data Stream Processing Applications ‎on Cloud-Edge Infrastructure -- Impact of Service- and Cloud-Based Dynamic Routing Architectures on System Reliability -- Pricing in the Competing Auction-based Cloud Market: A Multi-Agent Deep Deterministic Policy Gradient Approach -- Dynamic Edge User Allocation with User specified QoS preferences -- Fault-tolerating Edge Computing with ‎Server Redundancy based on a Variant of ‎Group Degree Centrality -- TD-EUA: Task-decomposable Edge User ‎Allocation with QoE Optimization -- A Decentralized Reactive Approach to Online Task ‎Offloading in Mobile Edge Computing Environments -- Mobility-Aware Service Placement for Vehicular ‎Users in Edge-Cloud Environment -- Machine Learning for Service Oriented Computing -- Feature-Model-Guided Online Reinforcement ‎Learning for Self-Adaptive Services Metzger -- FAST: A Fairness Assured Service ‎Recommendation Strategy Considering Service ‎Capacity Constraint -- Real-time Automatic Configuration Tuning for Smart ‎Manufacturing with Federated Deep Learning -- A Trust and Energy-Aware Double Deep ‎Reinforcement Learning Scheduling Strategy for ‎Federated Learning on IoT Devices -- Smart Data and Smart Services -- A Spectrum of Entropy-Based Precision and ‎Recall Measurements Between Partially ‎Matching Designed and Observed Processes -- A Knowledge Graph based Approach for Mobile ‎Application Recommendation -- ICS-Assist: Intelligent Customer Inquiry ‎Resolution Recommendation in Online Customer ‎Service for Large E-Commerce Businesses -- Detecting User Significant Intention via ‎Sentiment-Preference Correlation Analysis for ‎Continues App Improvement -- Fine-Grained Task Distribution for Mobile ‎Sensor Networks with Agent Cooperation ‎Relationship -- Allocation Priority Policies for Serverless ‎Function-execution Scheduling Optimisation -- Adaptive Recollected RNN for Workload Forecasting in Database-as-a-Service -- Exploring Interpretability for Predictive Process Analytics -- Designing Optimal Robotic Process Automation Architectures -- Service Oriented Technology Trends -- RESTest: Black-Box Constraint-Based Testing of ‎RESTful Web APIs -- A Type-Sensitive Service Identification ‎Approach for Legacy-to-SOA Migration -- Automated Quality Assessment of Incident Tickets for Smart Service Continuity -- API-Prefer: An API Package Recommender System based on Composition Feature Learning -- Tail-Latency-Aware Fog Application Replica ‎Placement -- Two-Sided Matching Scheduling using Multi-Level Look-Ahead Queue of Supply and Demand -- A Practice-Oriented, Control-Flow-Based Anomaly Detection Approach for Internal Process Audits -- Industry papers -- Latest Image Recommendation Method for Automatic Base Image Update in Dockerfile -- Online Topic Modeling for Short Texts -- Metrics for Assessing Architecture Conformance to Microservice Architecture Patterns and Practices. . Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai, UAE, during December 14-17, 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full, 16 short, and 3 industry papers included in this volume were carefully reviewed and selected from 137 submissions. They were organized in topical sections named: microservices; Internet of Things; services at the edge; machine learning for service oriented computing; smart data and smart services; service oriented technology trends; industry papers. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Service-Oriented Computing / Hacid, Hakim ; Kao, Odej ; Mecella, Massimo ; Moha, Naouel ; Paik, Hye-young
TÃtulo : Service-Oriented Computing : 19th International Conference, ICSOC 2021, Virtual Event, November 22–25, 2021, Proceedings / Tipo de documento: documento electrónico Autores: Hacid, Hakim, ; Kao, Odej, ; Mecella, Massimo, ; Moha, Naouel, ; Paik, Hye-young, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XIX, 917 p. 278 ilustraciones, 211 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-91431-8 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 imágenes Visión por computador Ordenadores Aplicaciones informáticas y de sistemas de información Imágenes por computadora visión reconocimiento de patrones y gráficos Entornos informáticos Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 19.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020, que se llevará a cabo virtualmente en noviembre de 2021. Los 29 artÃculos completos, 28 breves y 3 artÃculos de visión incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 189 presentaciones. . Se organizaron en secciones temáticas denominadas: Blockchains y contratos inteligentes, Arquitecturas, microservicios y API, Aplicaciones, Internet de las cosas, servicios de crowdsourcing, sociales y conversacionales, Composición y recomendación de servicios, Computación en la nube y Computación perimetral. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 19th International Conference on Service-Oriented Computing, ICSOC 2020, which is held virtually in November 2021. The 29 full, 28 short, and 3 vision papers included in this volume were carefully reviewed and selected from 189 submissions. They were organized in topical sections named: Blockchains and smart contracts, Architectures, microservices and APIs, Applications, Internet-of-Things, crowdsourced, social, and conversational services, Service composition and recommendation, Cloud computing, and Edge computing. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Service-Oriented Computing : 19th International Conference, ICSOC 2021, Virtual Event, November 22–25, 2021, Proceedings / [documento electrónico] / Hacid, Hakim, ; Kao, Odej, ; Mecella, Massimo, ; Moha, Naouel, ; Paik, Hye-young, . - 1 ed. . - [s.l.] : Springer, 2021 . - XIX, 917 p. 278 ilustraciones, 211 ilustraciones en color.
ISBN : 978-3-030-91431-8
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 imágenes Visión por computador Ordenadores Aplicaciones informáticas y de sistemas de información Imágenes por computadora visión reconocimiento de patrones y gráficos Entornos informáticos Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye las actas de la 19.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020, que se llevará a cabo virtualmente en noviembre de 2021. Los 29 artÃculos completos, 28 breves y 3 artÃculos de visión incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 189 presentaciones. . Se organizaron en secciones temáticas denominadas: Blockchains y contratos inteligentes, Arquitecturas, microservicios y API, Aplicaciones, Internet de las cosas, servicios de crowdsourcing, sociales y conversacionales, Composición y recomendación de servicios, Computación en la nube y Computación perimetral. Tipo de medio : Computadora Summary : This book constitutes the proceedings of the 19th International Conference on Service-Oriented Computing, ICSOC 2020, which is held virtually in November 2021. The 29 full, 28 short, and 3 vision papers included in this volume were carefully reviewed and selected from 189 submissions. They were organized in topical sections named: Blockchains and smart contracts, Architectures, microservices and APIs, Applications, Internet-of-Things, crowdsourced, social, and conversational services, Service composition and recommendation, Cloud computing, and Edge computing. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Service-Oriented Computing – ICSOC 2020 Workshops / Hacid, Hakim ; Outay, Fatma ; Paik, Hye-young ; Alloum, Amira ; Petrocchi, Marinella ; Bouadjenek, Mohamed Reda ; Beheshti, Amin ; Liu, Xumin ; Maaradji, Abderrahmane
TÃtulo : Service-Oriented Computing – ICSOC 2020 Workshops : AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings / Tipo de documento: documento electrónico Autores: Hacid, Hakim, ; Outay, Fatma, ; Paik, Hye-young, ; Alloum, Amira, ; Petrocchi, Marinella, ; Bouadjenek, Mohamed Reda, ; Beheshti, Amin, ; Liu, Xumin, ; Maaradji, Abderrahmane, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XIII, 652 p. 216 ilustraciones, 158 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-76352-7 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 IngenierÃa Informática Red de computadoras TeorÃa de la codificación TeorÃa de la información Protección de datos IngenierÃa de software Aprendizaje automático Aplicaciones informáticas y de sistemas de información IngenierÃa Informática y Redes TeorÃa de la codificación y la información Seguridad de datos e información Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye artÃculos revisados ​​y seleccionados de los eventos de satélites cientÃficos celebrados junto con la 18.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020. La conferencia se celebró virtualmente del 14 al 17 de diciembre de 2020. Se recibió un total de 125 presentaciones para el Eventos satelitales. El volumen incluye 9 artÃculos del PhD Symposium Track, 4 artÃculos del Demonstration Track y 45 artÃculos de los siguientes talleres: Taller internacional sobre inteligencia artificial para operaciones de TI (AIOps) Taller internacional sobre ciberforense y desafÃos de investigación de amenazas en infraestructuras emergentes ( CFTIC 2020) 2do Taller sobre Integración y Procesamiento Inteligente de Datos (STRAPS 2020) Taller Internacional sobre Automatización de Procesos habilitados por IA (AI-PA 2020) Taller Internacional sobre Inteligencia Artificial en los Servicios de Seguridad de IoT (AI-IOTS 2020). Nota de contenido: PhD Symposium -- Staking Assets Management on Blockchains: Vision and Roadmap -- Hybrid Context aware method for quality assessment of data streams -- Container-Based Network Architecture for Mobility, Energy and Security Management as a Service in IoT Environments -- Towards a Rule-based Recommendation Approach for Business Process Modeling -- Towards a Privacy Conserved and Linked OpenData Based Device Recommendation in IoT -- Learning Performance Models Automatically -- Formal Foundations for Intel SGX Data Center Attestation Primitives -- Blockchain-Based Business Processes: A Solidity-to-CPN Formal Verification Approach -- Formal Quality of Service analysis in the Service Selection problem -- Software Demonstrations -- A Crowdsourcing-Based Knowledge Graph Construction Platform -- Data Interaction for IoT-Aware Wearable Process Management -- SiDD: The Situation-Aware Distributed Deployment System -- AuraEN: Autonomous Resource Allocation for Cloud-hosted Data Processing Pipelines -- AIOps 2020 -- Performance Diagnosis in Cloud Microservices using Deep Learning -- Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models -- A Systematic Mapping Study in AIOps -- An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks -- Localization of operational faults in cloud applications by mining causal dependencies in logs using Golden Signals -- Pre-training Language Models for IT Operations -- Towards Runtime Verification via Event Stream Processing in Cloud Computing Infrastructures -- Decentralized Federated Learning Preserves Model and Data Privacy -- Online Memory Leak Detection in the Cloud-based Infrastructures -- Multi-Source Anomaly Detection in Distributed IT Systems -- TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services -- Discovering Alarm Correlation Rules for Network Fault Management -- Resource Sharing in Public Cloud System with Evolutionary Multi-agent Artificial Swarm Intelligence -- SLMAD: Statistical Learning-Based Metric Anomaly Detection -- Software Reliability Engineering for Resilient Cloud Operations -- AI-PA 2020 -- The Future of Robotic Process Automation (RPA) -- Adaptive Summaries: A Personalized Concept-based Summarization Approach by Learning from Users' Feedback -- TAP: A Two-Level Trust and Personality-aware Recommender System -- Am I Rare? An Intelligent Summarization Approach for Identifying Hidden Anomalies -- On how Cognitive Computing will plan your next Systematic Review -- Security Professionals' Skills Representation for Bug Bounty Programs -- Stage-Based Process Performance Mining -- AudioLens: Audio-Aware Video Recommendation for Mitigating New Item Problem -- Scalable Online Conformance Checking Using Incremental Prefix-Alignment Computation -- Bringing Cognitive Augmentation to Web Browsing Accessibility -- Towards Knowledge-Driven Automatic Service Composition for Wildfire Prediction -- Eyewitness Prediction During Crisis via Linguistic Features -- STRAPS 2020 -- On the definition of Data Regulation Risk -- Classifying Micro-Text Document Datasets: Application to Crisis-Related Tweets -- Data Centred and Usage-based Security service -- XYZ Monitor: IoT Monitoring of Infrastructures using Microservices -- Multi-cloud Solution Design for Migrating a Portfolio of Applications to the Cloud -- Higher Order Statistical Analysis in Multiresolution Domain - Application to Breast Cancer Histopathology -- Ontology Evolution using Recoverable SQL Logs -- AI-IOTS 2020 -- A Novel Automated System for Hospital Acquired Infection Monitoring and Prevention -- A novel approach for detecting IoT Botnet using balanced network traffic attributes -- KMeans Kernel- Learning based AI-IoT framework for plant leaf disease detection -- System for Monitoring and Control of Vehicle's Carbon Emissions Using Embedded Hardwares and Cloud Applications -- CFTIC 2020 -- An Information Retrieval-based Approach to Activity Recognition in Smart Homes -- Botnet sizes: when maths meet myths -- Cyber Security Education and Future Provision -- Efficient Threat Hunting Methodology for Analyzing Malicious Binaries in Windows Platform -- Peer-to-peer application threat investigation. Tipo de medio : Computadora Summary : This book constitutes revised and selected papers from the scientific satellite events held in conjunction with the18th International Conference on Service-Oriented Computing, ICSOC 2020. The conference was held virtually during December 14-17, 2020. A total of 125 submissions were received for the satellite events. The volume includes 9 papers from the PhD Symposium Track, 4 papers from the Demonstration Track, and 45 papers from the following workshops: International Workshop on Artificial Intelligence for IT Operations (AIOps) International Workshop on Cyber Forensics and Threat Investigations Challenges in Emerging Infrastructures (CFTIC 2020) 2nd Workshop on Smart Data Integration and Processing (STRAPS 2020) International Workshop on AI-enabled Process Automation (AI-PA 2020) International Workshop on Artificial Intelligence in the IoT Security Services (AI-IOTS 2020) . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Service-Oriented Computing – ICSOC 2020 Workshops : AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings / [documento electrónico] / Hacid, Hakim, ; Outay, Fatma, ; Paik, Hye-young, ; Alloum, Amira, ; Petrocchi, Marinella, ; Bouadjenek, Mohamed Reda, ; Beheshti, Amin, ; Liu, Xumin, ; Maaradji, Abderrahmane, . - 1 ed. . - [s.l.] : Springer, 2021 . - XIII, 652 p. 216 ilustraciones, 158 ilustraciones en color.
ISBN : 978-3-030-76352-7
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 IngenierÃa Informática Red de computadoras TeorÃa de la codificación TeorÃa de la información Protección de datos IngenierÃa de software Aprendizaje automático Aplicaciones informáticas y de sistemas de información IngenierÃa Informática y Redes TeorÃa de la codificación y la información Seguridad de datos e información Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye artÃculos revisados ​​y seleccionados de los eventos de satélites cientÃficos celebrados junto con la 18.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020. La conferencia se celebró virtualmente del 14 al 17 de diciembre de 2020. Se recibió un total de 125 presentaciones para el Eventos satelitales. El volumen incluye 9 artÃculos del PhD Symposium Track, 4 artÃculos del Demonstration Track y 45 artÃculos de los siguientes talleres: Taller internacional sobre inteligencia artificial para operaciones de TI (AIOps) Taller internacional sobre ciberforense y desafÃos de investigación de amenazas en infraestructuras emergentes ( CFTIC 2020) 2do Taller sobre Integración y Procesamiento Inteligente de Datos (STRAPS 2020) Taller Internacional sobre Automatización de Procesos habilitados por IA (AI-PA 2020) Taller Internacional sobre Inteligencia Artificial en los Servicios de Seguridad de IoT (AI-IOTS 2020). Nota de contenido: PhD Symposium -- Staking Assets Management on Blockchains: Vision and Roadmap -- Hybrid Context aware method for quality assessment of data streams -- Container-Based Network Architecture for Mobility, Energy and Security Management as a Service in IoT Environments -- Towards a Rule-based Recommendation Approach for Business Process Modeling -- Towards a Privacy Conserved and Linked OpenData Based Device Recommendation in IoT -- Learning Performance Models Automatically -- Formal Foundations for Intel SGX Data Center Attestation Primitives -- Blockchain-Based Business Processes: A Solidity-to-CPN Formal Verification Approach -- Formal Quality of Service analysis in the Service Selection problem -- Software Demonstrations -- A Crowdsourcing-Based Knowledge Graph Construction Platform -- Data Interaction for IoT-Aware Wearable Process Management -- SiDD: The Situation-Aware Distributed Deployment System -- AuraEN: Autonomous Resource Allocation for Cloud-hosted Data Processing Pipelines -- AIOps 2020 -- Performance Diagnosis in Cloud Microservices using Deep Learning -- Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models -- A Systematic Mapping Study in AIOps -- An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks -- Localization of operational faults in cloud applications by mining causal dependencies in logs using Golden Signals -- Pre-training Language Models for IT Operations -- Towards Runtime Verification via Event Stream Processing in Cloud Computing Infrastructures -- Decentralized Federated Learning Preserves Model and Data Privacy -- Online Memory Leak Detection in the Cloud-based Infrastructures -- Multi-Source Anomaly Detection in Distributed IT Systems -- TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services -- Discovering Alarm Correlation Rules for Network Fault Management -- Resource Sharing in Public Cloud System with Evolutionary Multi-agent Artificial Swarm Intelligence -- SLMAD: Statistical Learning-Based Metric Anomaly Detection -- Software Reliability Engineering for Resilient Cloud Operations -- AI-PA 2020 -- The Future of Robotic Process Automation (RPA) -- Adaptive Summaries: A Personalized Concept-based Summarization Approach by Learning from Users' Feedback -- TAP: A Two-Level Trust and Personality-aware Recommender System -- Am I Rare? An Intelligent Summarization Approach for Identifying Hidden Anomalies -- On how Cognitive Computing will plan your next Systematic Review -- Security Professionals' Skills Representation for Bug Bounty Programs -- Stage-Based Process Performance Mining -- AudioLens: Audio-Aware Video Recommendation for Mitigating New Item Problem -- Scalable Online Conformance Checking Using Incremental Prefix-Alignment Computation -- Bringing Cognitive Augmentation to Web Browsing Accessibility -- Towards Knowledge-Driven Automatic Service Composition for Wildfire Prediction -- Eyewitness Prediction During Crisis via Linguistic Features -- STRAPS 2020 -- On the definition of Data Regulation Risk -- Classifying Micro-Text Document Datasets: Application to Crisis-Related Tweets -- Data Centred and Usage-based Security service -- XYZ Monitor: IoT Monitoring of Infrastructures using Microservices -- Multi-cloud Solution Design for Migrating a Portfolio of Applications to the Cloud -- Higher Order Statistical Analysis in Multiresolution Domain - Application to Breast Cancer Histopathology -- Ontology Evolution using Recoverable SQL Logs -- AI-IOTS 2020 -- A Novel Automated System for Hospital Acquired Infection Monitoring and Prevention -- A novel approach for detecting IoT Botnet using balanced network traffic attributes -- KMeans Kernel- Learning based AI-IoT framework for plant leaf disease detection -- System for Monitoring and Control of Vehicle's Carbon Emissions Using Embedded Hardwares and Cloud Applications -- CFTIC 2020 -- An Information Retrieval-based Approach to Activity Recognition in Smart Homes -- Botnet sizes: when maths meet myths -- Cyber Security Education and Future Provision -- Efficient Threat Hunting Methodology for Analyzing Malicious Binaries in Windows Platform -- Peer-to-peer application threat investigation. Tipo de medio : Computadora Summary : This book constitutes revised and selected papers from the scientific satellite events held in conjunction with the18th International Conference on Service-Oriented Computing, ICSOC 2020. The conference was held virtually during December 14-17, 2020. A total of 125 submissions were received for the satellite events. The volume includes 9 papers from the PhD Symposium Track, 4 papers from the Demonstration Track, and 45 papers from the following workshops: International Workshop on Artificial Intelligence for IT Operations (AIOps) International Workshop on Cyber Forensics and Threat Investigations Challenges in Emerging Infrastructures (CFTIC 2020) 2nd Workshop on Smart Data Integration and Processing (STRAPS 2020) International Workshop on AI-enabled Process Automation (AI-PA 2020) International Workshop on Artificial Intelligence in the IoT Security Services (AI-IOTS 2020) . Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Web Information Systems Engineering – WISE 2018 / Hacid, Hakim ; Hacid, Hakim ; Cellary, Wojciech ; Wang, Hua ; Paik, Hye-young ; Zhou, Rui
TÃtulo : Web Information Systems Engineering – WISE 2018 : 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part I Tipo de documento: documento electrónico Autores: Hacid, Hakim, ; Hacid, Hakim, ; Cellary, Wojciech, ; Wang, Hua, ; Paik, Hye-young, ; Zhou, Rui, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XX, 516 p. 145 ilustraciones ISBN/ISSN/DL: 978-3-030-02922-7 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 Algoritmos Computadoras Propósitos especiales Aplicaciones informáticas y de sistemas de información MinerÃa de datos y descubrimiento de conocimientos Sistemas de propósito especial y basados ​​en aplicaciones Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: El conjunto de dos volúmenes LNCS 11233 y LNCS 11234 constituye las actas de la 19.ª Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2018, celebrada en Dubai, Emiratos Ãrabes Unidos, en noviembre de 2018. Los 48 artÃculos completos y 21 artÃculos breves presentados fueron cuidadosamente revisado y seleccionado entre 209 presentaciones. Los artÃculos están organizados en secciones temáticas sobre blockchain, seguridad, redes sociales y seguridad, redes sociales, análisis de datos de microblogs, datos gráficos, extracción de información, minerÃa de textos, sistemas de recomendación, análisis de datos médicos, servicios web y computación en la nube, flujo de datos y distribución. informática, técnicas de minerÃa de datos, vinculación de entidades y semántica, aplicaciones web y aplicaciones de minerÃa de datos. Nota de contenido: Blockchain -- Security -- Social network and security -- Social network -- Microblog data analysis -- Graph data -- Information extraction -- Text mining -- Recommender systems -- Medical data analysis -- Web services and cloud computing -- Data stream and distributed computing -- Data mining techniques -- Entity linkage and semantics -- Web applications -- Data mining applications. Tipo de medio : Computadora Summary : The two-volume set LNCS 11233 and LNCS 11234 constitutes the proceedings of the 19th International Conference on Web Information Systems Engineering, WISE 2018, held in Dubai, United Arab Emirates, in November 2018. The 48 full papers and 21 short papers presented were carefully reviewed and selected from 209 submissions. The papers are organized in topical sections on blockchain, security, social network and security, social network, microblog data analysis, graph data, information extraction, text mining, recommender systems, medical data analysis, Web services and cloud computing, data stream and distributed computing, data mining techniques, entity linkage and semantics, Web applications, and data mining applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Web Information Systems Engineering – WISE 2018 : 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part I [documento electrónico] / Hacid, Hakim, ; Hacid, Hakim, ; Cellary, Wojciech, ; Wang, Hua, ; Paik, Hye-young, ; Zhou, Rui, . - 1 ed. . - [s.l.] : Springer, 2018 . - XX, 516 p. 145 ilustraciones.
ISBN : 978-3-030-02922-7
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 Algoritmos Computadoras Propósitos especiales Aplicaciones informáticas y de sistemas de información MinerÃa de datos y descubrimiento de conocimientos Sistemas de propósito especial y basados ​​en aplicaciones Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: El conjunto de dos volúmenes LNCS 11233 y LNCS 11234 constituye las actas de la 19.ª Conferencia Internacional sobre IngenierÃa de Sistemas de Información Web, WISE 2018, celebrada en Dubai, Emiratos Ãrabes Unidos, en noviembre de 2018. Los 48 artÃculos completos y 21 artÃculos breves presentados fueron cuidadosamente revisado y seleccionado entre 209 presentaciones. Los artÃculos están organizados en secciones temáticas sobre blockchain, seguridad, redes sociales y seguridad, redes sociales, análisis de datos de microblogs, datos gráficos, extracción de información, minerÃa de textos, sistemas de recomendación, análisis de datos médicos, servicios web y computación en la nube, flujo de datos y distribución. informática, técnicas de minerÃa de datos, vinculación de entidades y semántica, aplicaciones web y aplicaciones de minerÃa de datos. Nota de contenido: Blockchain -- Security -- Social network and security -- Social network -- Microblog data analysis -- Graph data -- Information extraction -- Text mining -- Recommender systems -- Medical data analysis -- Web services and cloud computing -- Data stream and distributed computing -- Data mining techniques -- Entity linkage and semantics -- Web applications -- Data mining applications. Tipo de medio : Computadora Summary : The two-volume set LNCS 11233 and LNCS 11234 constitutes the proceedings of the 19th International Conference on Web Information Systems Engineering, WISE 2018, held in Dubai, United Arab Emirates, in November 2018. The 48 full papers and 21 short papers presented were carefully reviewed and selected from 209 submissions. The papers are organized in topical sections on blockchain, security, social network and security, social network, microblog data analysis, graph data, information extraction, text mining, recommender systems, medical data analysis, Web services and cloud computing, data stream and distributed computing, data mining techniques, entity linkage and semantics, Web applications, and data mining applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Web Information Systems Engineering – WISE 2018 / Hacid, Hakim ; Cellary, Wojciech ; Wang, Hua ; Paik, Hye-young ; Zhou, Rui
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