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TÃtulo : Business Process Management Workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers Tipo de documento: documento electrónico Autores: Daniel, Florian, ; Sheng, Quan Z., ; Motahari, Hamid, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XIII, 582 p. 220 ilustraciones, 117 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-11641-5 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: TecnologÃa de la información Software de la aplicacion Procesamiento de datos Servicios de información empresarial Aplicación Informática en Tratamiento de Datos Administrativos Gestión de Procesos de Negocio Aplicaciones informáticas y de sistemas de información MinerÃa de datos y descubrimiento de conocimientos Sistemas de Información Empresarial Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye artÃculos revisados ​​de los ocho talleres internacionales celebrados en la 16.ª Conferencia Internacional sobre Gestión de Procesos de Negocios, BPM 2018, en Sydney, Australia, en septiembre de 2018: BPI 2018: 14.º Taller Internacional sobre Inteligencia de Procesos de Negocios; BPMS2 2018: 11° Taller sobre Aspectos Sociales y Humanos de la Gestión de Procesos de Negocio;†PODS4H 2018: 1er Taller Internacional sobre Ciencia de Datos Orientada a Procesos para la Salud; AI4BPM 2018: 1er Taller Internacional sobre Inteligencia Artificial para la Gestión de Procesos de Negocio; CCBPM 2018: 1er Taller Internacional sobre Paradigmas Informáticos Emergentes y Contexto en la Gestión de Procesos de Negocio; BP-Meet-IoT / PQ 2018: Los procesos comerciales conjuntos se reúnen con el taller de consulta de procesos y Internet de las cosas; DeHMiMoP 2018: 1er Taller Declarativo/Decisión/MinerÃa HÃbrida y Modelado para Procesos de Negocio; REBM /EdForum 2018: Taller conjunto de ingenierÃa de requisitos y gestión de procesos de negocio y foro educativo Los 45 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 90 presentaciones. Nota de contenido: Fourteenth International Workshop on Business Process Intelligence (BPI) -- Clustering Business Process Activities for Identifying Reference Model Components -- Multi-Instance Mining: Discovering Synchronisation in Artifact-Centric Processes -- Improving merging conditions for recomposing conformance checking -- Efficiently Computing Alignments -- Understanding automated feedback in learning processes by mining local patterns -- Eleventh Workshop on Social and Human Aspects of Business Process Management (BPMS2) -- Social Technology Affordances for Business Process Improvement -- Social Business Process Management (SBPM) Critical Success Factors (CSF) -- Enabling Co-Creation in Product Design Processes using 3D-Printing Processes -- Evaluation of WfMC Awards for Case Management: Features, Knowledge Workers, Systems -- Investigating the trade-off between the effectiveness and efficiency of process modeling -- The Repercussions of Business Process Modeling Notations on Mental Load and Mental Effort -- First International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) -- Expectations from a Process Mining Dashboard in Operating Rooms with Analytic Hierarchy Process -- Tailored Process Feedback through Process Mining for Surgical Procedures in Medical Training: the Central Venous Catheter case -- An Application of Process Mining in the Context of Melanoma Surveillance using Time Boxing -- Characterization of drug use patterns using process mining and temporal abstraction digital phenotyping -- Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland -- Analyzing Medical Emergency Processes with Process Mining: The Stroke Case -- Using indoor location system data to enhance the quality of healthcare event logs: opportunities and challenges -- The ClearPath Method for Care Pathway Process Mining and Simulation -- Analysis of Emergency Room Episodes Duration through Process Mining -- First International Workshop on Artificial Intelligence for Business Process Management (AI4BPM) -- Enhancing Process Data in Manual Assembly Workflows -- Modeling Uncertainty in Declarative Artifact-Centric Process Models -- Extracting workflows from natural language documents: A first step -- DCR Event-reachability via Genetic Algorithms -- Classifying Process Instances Using Recurrent Neural Networks -- Leveraging Regression Algorithms for Predicting Process Performance using Goal Alignments -- First International Workshop on Emerging Computing Paradigms and Context in Business Process Management (CCBPM) -- Improved Particle Swarm Optimization based Workflow Scheduling in Cloud-fog Environment -- An Efficient Algorithm for Runtime Minimum Cost Data Storage and Regeneration for Business Process Management in Multiple Clouds -- A Lean Architecture for Blockchain Based Decentralized Process Execution -- Mining Product Relationships for Recommendation Based on Cloud Service Data -- SmartCrowd: A Workow Framework for Complex Crowdsourcing Tasks -- Third International Workshop on Process Querying (PQ 2018) -- Checking Business Process Models for Compliance - Comparing Graph Matching and Temporal Logic -- From Complexity to Insight: Querying Large Business Process Models to Improve Quality -- Second International Workshop on BP-meet-IoT (BP-meet-IoT 2018) -- Retrofitting of Workflow Management Systems with Self-X Capabilities for Internet of Things -- On the Contextualization of Event-Activity Mappings -- A Classification Framework for IoT Scenarios -- First Declarative/Decision/Hybrid Mining and Modelling for Business Processes (DeHMiMoP) -- Evaluating The Understandability of Hybrid Process Model Representations Using Eye Tracking: First Insights -- A Framework to Evaluate and Compare Decision-Mining Techniques -- Compliance Checking for Decision-Aware Process Models -- Towards Automated Process Modeling based on BPMN Diagram Composition -- Measuring the Complexity of DMN Decision Models -- Joint Requirements Engineering and Business Process Management Workshop / Education Forum (REBPM / EdForum) -- Process Weakness Patterns for the Identification of Digitalization Potentials in Business Processes -- From requirements to data analytics process: An ontology-based approach. . Tipo de medio : Computadora Summary : This book constitutes revised papers from the eight International Workshops held at the 16th International Conference on Business Process Management, BPM 2018, in Sydney, Australia, in September 2018: BPI 2018: 14th International Workshop on Business Process Intelligence; BPMS2 2018: 11th Workshop on Social and Human Aspects of Business Process Management;†PODS4H 2018: 1st International Workshop on Process-Oriented Data Science for Healthcare; AI4BPM 2018: 1st International Workshop on Artificial Intelligence for Business Process Management; CCBPM 2018: 1st International Workshop on Emerging Computing Paradigms and Context in Business Process Management; BP-Meet-IoT / PQ 2018: Joint Business Processes Meet the Internet-of-Things and Process Querying Workshop; DeHMiMoP 2018: 1st Declarative/Decision/Hybrid Mining and Modelling for Business ProcessesWorkshop; REBM /EdForum 2018: Joint Requirements Engineering and Business Process Management Workshop and Education Forum The 45 full papers presented in this volume were carefully reviewed and selected from 90 submissions. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Business Process Management Workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers [documento electrónico] / Daniel, Florian, ; Sheng, Quan Z., ; Motahari, Hamid, . - 1 ed. . - [s.l.] : Springer, 2019 . - XIII, 582 p. 220 ilustraciones, 117 ilustraciones en color.
ISBN : 978-3-030-11641-5
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: TecnologÃa de la información Software de la aplicacion Procesamiento de datos Servicios de información empresarial Aplicación Informática en Tratamiento de Datos Administrativos Gestión de Procesos de Negocio Aplicaciones informáticas y de sistemas de información MinerÃa de datos y descubrimiento de conocimientos Sistemas de Información Empresarial Clasificación: 005.3 Ciencia de los computadores (Programas) Resumen: Este libro constituye artÃculos revisados ​​de los ocho talleres internacionales celebrados en la 16.ª Conferencia Internacional sobre Gestión de Procesos de Negocios, BPM 2018, en Sydney, Australia, en septiembre de 2018: BPI 2018: 14.º Taller Internacional sobre Inteligencia de Procesos de Negocios; BPMS2 2018: 11° Taller sobre Aspectos Sociales y Humanos de la Gestión de Procesos de Negocio;†PODS4H 2018: 1er Taller Internacional sobre Ciencia de Datos Orientada a Procesos para la Salud; AI4BPM 2018: 1er Taller Internacional sobre Inteligencia Artificial para la Gestión de Procesos de Negocio; CCBPM 2018: 1er Taller Internacional sobre Paradigmas Informáticos Emergentes y Contexto en la Gestión de Procesos de Negocio; BP-Meet-IoT / PQ 2018: Los procesos comerciales conjuntos se reúnen con el taller de consulta de procesos y Internet de las cosas; DeHMiMoP 2018: 1er Taller Declarativo/Decisión/MinerÃa HÃbrida y Modelado para Procesos de Negocio; REBM /EdForum 2018: Taller conjunto de ingenierÃa de requisitos y gestión de procesos de negocio y foro educativo Los 45 artÃculos completos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 90 presentaciones. Nota de contenido: Fourteenth International Workshop on Business Process Intelligence (BPI) -- Clustering Business Process Activities for Identifying Reference Model Components -- Multi-Instance Mining: Discovering Synchronisation in Artifact-Centric Processes -- Improving merging conditions for recomposing conformance checking -- Efficiently Computing Alignments -- Understanding automated feedback in learning processes by mining local patterns -- Eleventh Workshop on Social and Human Aspects of Business Process Management (BPMS2) -- Social Technology Affordances for Business Process Improvement -- Social Business Process Management (SBPM) Critical Success Factors (CSF) -- Enabling Co-Creation in Product Design Processes using 3D-Printing Processes -- Evaluation of WfMC Awards for Case Management: Features, Knowledge Workers, Systems -- Investigating the trade-off between the effectiveness and efficiency of process modeling -- The Repercussions of Business Process Modeling Notations on Mental Load and Mental Effort -- First International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) -- Expectations from a Process Mining Dashboard in Operating Rooms with Analytic Hierarchy Process -- Tailored Process Feedback through Process Mining for Surgical Procedures in Medical Training: the Central Venous Catheter case -- An Application of Process Mining in the Context of Melanoma Surveillance using Time Boxing -- Characterization of drug use patterns using process mining and temporal abstraction digital phenotyping -- Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland -- Analyzing Medical Emergency Processes with Process Mining: The Stroke Case -- Using indoor location system data to enhance the quality of healthcare event logs: opportunities and challenges -- The ClearPath Method for Care Pathway Process Mining and Simulation -- Analysis of Emergency Room Episodes Duration through Process Mining -- First International Workshop on Artificial Intelligence for Business Process Management (AI4BPM) -- Enhancing Process Data in Manual Assembly Workflows -- Modeling Uncertainty in Declarative Artifact-Centric Process Models -- Extracting workflows from natural language documents: A first step -- DCR Event-reachability via Genetic Algorithms -- Classifying Process Instances Using Recurrent Neural Networks -- Leveraging Regression Algorithms for Predicting Process Performance using Goal Alignments -- First International Workshop on Emerging Computing Paradigms and Context in Business Process Management (CCBPM) -- Improved Particle Swarm Optimization based Workflow Scheduling in Cloud-fog Environment -- An Efficient Algorithm for Runtime Minimum Cost Data Storage and Regeneration for Business Process Management in Multiple Clouds -- A Lean Architecture for Blockchain Based Decentralized Process Execution -- Mining Product Relationships for Recommendation Based on Cloud Service Data -- SmartCrowd: A Workow Framework for Complex Crowdsourcing Tasks -- Third International Workshop on Process Querying (PQ 2018) -- Checking Business Process Models for Compliance - Comparing Graph Matching and Temporal Logic -- From Complexity to Insight: Querying Large Business Process Models to Improve Quality -- Second International Workshop on BP-meet-IoT (BP-meet-IoT 2018) -- Retrofitting of Workflow Management Systems with Self-X Capabilities for Internet of Things -- On the Contextualization of Event-Activity Mappings -- A Classification Framework for IoT Scenarios -- First Declarative/Decision/Hybrid Mining and Modelling for Business Processes (DeHMiMoP) -- Evaluating The Understandability of Hybrid Process Model Representations Using Eye Tracking: First Insights -- A Framework to Evaluate and Compare Decision-Mining Techniques -- Compliance Checking for Decision-Aware Process Models -- Towards Automated Process Modeling based on BPMN Diagram Composition -- Measuring the Complexity of DMN Decision Models -- Joint Requirements Engineering and Business Process Management Workshop / Education Forum (REBPM / EdForum) -- Process Weakness Patterns for the Identification of Digitalization Potentials in Business Processes -- From requirements to data analytics process: An ontology-based approach. . Tipo de medio : Computadora Summary : This book constitutes revised papers from the eight International Workshops held at the 16th International Conference on Business Process Management, BPM 2018, in Sydney, Australia, in September 2018: BPI 2018: 14th International Workshop on Business Process Intelligence; BPMS2 2018: 11th Workshop on Social and Human Aspects of Business Process Management;†PODS4H 2018: 1st International Workshop on Process-Oriented Data Science for Healthcare; AI4BPM 2018: 1st International Workshop on Artificial Intelligence for Business Process Management; CCBPM 2018: 1st International Workshop on Emerging Computing Paradigms and Context in Business Process Management; BP-Meet-IoT / PQ 2018: Joint Business Processes Meet the Internet-of-Things and Process Querying Workshop; DeHMiMoP 2018: 1st Declarative/Decision/Hybrid Mining and Modelling for Business ProcessesWorkshop; REBM /EdForum 2018: Joint Requirements Engineering and Business Process Management Workshop and Education Forum The 45 full papers presented in this volume were carefully reviewed and selected from 90 submissions. 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 [...]
