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Service-Oriented Computing - ICSOC 2021 Workshops : AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings / edited by Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science 1611-3349 ; 13236
- Lecture Notes in Computer Science, 1611-3349 ; 13236
- Language:
- English
- Subjects (All):
- Application software.
- Coding theory.
- Information theory.
- Software engineering.
- Programming languages (Electronic computers).
- Data mining.
- Information storage and retrieval systems.
- Computer and Information Systems Applications.
- Coding and Information Theory.
- Software Engineering.
- Programming Language.
- Data Mining and Knowledge Discovery.
- Information Storage and Retrieval.
- Local Subjects:
- Computer and Information Systems Applications.
- Coding and Information Theory.
- Software Engineering.
- Programming Language.
- Data Mining and Knowledge Discovery.
- Information Storage and Retrieval.
- Physical Description:
- 1 online resource (XIV, 378 pages) : 142 illustrations, 126 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- This book constitutes the selected papers from the scientific satellite events held in conjunction with the19th International Conference on Service-Oriented Computing, ICSOC 2021. The conference was held Dubai, United Arab Emirates in November 2021. This year, these satellite events were organized around three main tracks, including a workshop track, a demonstration track, and a tutorials track. The ICSOC 2021 workshop track consisted of the following three workshops covering a wide range of topics that fall into the general area of service computing. • International Workshop on Artificial Intelligence for IT Operations (AIOps) • 3rd Workshop on Smart Data Integration and Processing (STRAPS 2021) • International Workshop on AI-enabled Process Automation (AI-PA 2021).
- Contents:
- A Study of Artificial Intelligence Frameworks and their Capability to Diagnose Major Depressive Disorder
- Say No2Ads: Automatic Advertisement and Music Filtering from Broadcast News Content
- Hybrid Recommendation of Movies based on Deep Content Features
- Automatic Image Annotation using Quantization Reweighting Function and Graph Neural Networks
- Interactive Process Improvement Using Simulation of Enriched Process Trees
- A Reproducible Approach for Mining BusinessActivities from Emails for Process Analytics
- Human-in-the-loop Optimization for Artificial Intelligence Algorithms
- Proposing a recommender system and risk mitigation strategy for Supply Chain Management by using Counterfactual Explanation
- Improving Multi-Label Text Classification Models with Knowledge Graphs
- An iterative model for quality assessment in collaborative content generation systems
- Log Attention - Assessing Software Releases with Attention-based Log Anomaly Detection
- A Taxonomy of Anomalies in Log Data
- Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection
- MMRCA: MultiModal Root Cause Analysis
- IAD: Indirect Anomalous VMMs Detection in the Cloud-based Environment
- Comparing graph data science libraries for querying and analysing datasets: towards data science queries on graphs?
- Gamification for healthier lifestyle - User Retention
- Streaming and visualising neuronal signals for understanding pain
- Graph analytics workflows enactment on just in time data centres.-Data Centred Intelligent Geosciences: Research Agenda and Opportunities
- Design patterns in an ERP environment.-Towards a Semantics-based Search Engine for Smart Contract Information.-A Blockchain-based Autonomous System for Primary Financial Market
- Multi-Agent Reinforcement Learning for Task Allocation in Cooperative Edge Cloud Computing
- Occupancy Estimation from Thermal Images
- Constraint-Aware Trajectory for Drone Delivery Services
- Seamless Synchronization for Collaborative Web Services
- Crowd4ME: A Crowdsourcing-based Micro-expression Collection Platform
- AI-enabled Processes: The Age of Artificial Intelligence and Big Data
- Continuously Testing Distributed IoT Systems: An Overview of the State of the Ar
- Towards Scalable Blockchains Using Service-Oriented Architectures
- Snapshot of Research Issues in Service Robots.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-14135-5
- 9783031141355
- Access Restriction:
- Restricted for use by site license.
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