Chapter: Online Reinforcement Learning for Self-adaptive Information Systems

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		i-xxiv
Front Matter		1-1
Remodularization Analysis for Microservice Discovery Using Syntactic and Semantic Clustering	Adambarage Anuruddha Chathuranga De Alwis; Alistair Barros; Colin Fidge; Artem Polyvyanyy	3-19
Decentralized Cross-organizational Application Deployment Automation: An Approach for Generating Deployment Choreographies Based on Declarative Deployment Models	Karoline Wild; Uwe Breitenbücher; Kálmán Képes; Frank Leymann; Benjamin Weder	20-35
Modeling and Analyzing Architectural Diversity of Open Platforms	Bahar Jazayeri; Simon Schwichtenberg; Jochen Küster; Olaf Zimmermann; Gregor Engels	36-53
Co-destruction Patterns in Crowdsourcing	Reihaneh Bidar; Arthur H. M. ter Hofstede; Renuka Sindhgatta	54-69
Information Systems Engineering with Digital Shadows: Concept and Case Studies	Martin Liebenberg; Matthias Jarke	70-84
Model-Driven Development of a Digital Twin for Injection Molding	Pascal Bibow; Manuela Dalibor; Christian Hopmann; Ben Mainz; Bernhard Rumpe; David Schmalzing et al.	85-100
SIoTPredict: A Framework for Predicting Relationships in the Social Internet of Things	Abdulwahab Aljubairy; Wei Emma Zhang; Quan Z. Sheng; Ahoud Alhazmi	101-116
B-MERODE: A Model-Driven Engineering and Artifact-Centric Approach to Generate Blockchain-Based Information Systems	Victor Amaral de Sousa; Corentin Burnay; Monique Snoeck	117-133
Smart Contract Invocation Protocol (SCIP): A Protocol for the Uniform Integration of Heterogeneous Blockchain Smart Contracts	Ghareeb Falazi; Uwe Breitenbücher; Florian Daniel; Andrea Lamparelli; Frank Leymann; Vladimir Yussupov	134-149
Front Matter		151-151
A System Framework for Personalized and Transparent Data-Driven Decisions	Sarah Oppold; Melanie Herschel	153-168
Online Reinforcement Learning for Self-adaptive Information Systems	Alexander Palm; Andreas Metzger; Klaus Pohl	169-184
Aspect Term Extraction Using Deep Learning Model with Minimal Feature Engineering	Felipe Zschornack Rodrigues Saraiva; Ticiana Linhares Coelho da Silva; José Antônio Fernandes de Macêdo	185-198
State Machine Based Human-Bot Conversation Model and Services	Shayan Zamanirad; Boualem Benatallah; Carlos Rodriguez; Mohammadali Yaghoubzadehfard; Sara Bouguelia; Hayet Brabra	199-214
Front Matter		215-215
Stochastic-Aware Conformance Checking: An Entropy-Based Approach	Sander J. J. Leemans; Artem Polyvyanyy	217-233
Conformance Checking Approximation Using Subset Selection and Edit Distance	Mohammadreza Fani Sani; Sebastiaan J. van Zelst; Wil M. P. van der Aalst	234-251
Quantifying the Re-identification Risk of Event Logs for Process Mining	Saskia Nuñez von Voigt; Stephan A. Fahrenkrog-Petersen; Dominik Janssen; Agnes Koschmider; Florian Tschorsch; Felix Mannhardt et al.	252-267
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