Titlebook: Service-Oriented Computing; 19th International C Hakim Hacid,Odej Kao,Hye-young Paik Conference proceedings 2021 Springer Nature Switzerlan

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Service-Oriented Computing978-3-030-91431-8Series ISSN 0302-9743 Series E-ISSN 1611-3349

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Formalising Solutions to REST API Practices as Design (Anti)Patternsices. We present the most up-to-date list of REST API practices and formalize them in the form of REST API (anti)patterns. We validate our design (anti)patterns with a survey and interviews of 55 developers.

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DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender Systemo take next. Based on recent advances in the field of deep learning, we present a novel memory-augmented neural network (MANN) based approach for constructing a process-aware recommender system. We propose a novel network architecture, namely Write-Protected Dual Controller Memory-Augmented Neural N

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Interval-Based Remaining Time Prediction for Business Processesthods only give a precise time as the result, which fails to consider and reveal the uncertainty of ongoing processes. As a novel attempt to add quantified uncertainty into process monitoring, this paper proposes a model that provides comprehensive predictive information. Specifically, an interval-b

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Evaluating Stability of Post-hoc Explanations for Business Process Predictionsmplexity of these predictive models, explainable AI techniques are also required to enable informed decision-making. However, few studies evaluate the quality of explanations provided by existing methods to explain business process predictions. In this paper, we attempt to evaluate the consistency o

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