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Full Description
This book constitutes the proceedings of the 16th International Conference on Research Challenges in Information Sciences, RCIS 2022, which took place in Barcelona, Spain, during May 17-20, 2022. It focused on the special theme "Ethics and Trustworthiness in Information Science".
The scope of RCIS is summarized by the thematic areas of information systems and their engineering; user-oriented approaches; data and information management; business process management; domain-specific information systems engineering; data science; information infrastructures, and reflective research and practice.
The 35 full papers presented in this volume were carefully reviewed and selected from a total 100 submissions. The 18 Forum papers are based on 11 Forum submissions, from which 5 were selected, and the remaining 13 were transferred from the regular submissions. The 6 Doctoral Consortium papers were selected from 10 submissions to the consortium. The contributions were organized in topical sections named: Data Science and Data Management; Information Search and Analysis; Business Process Management; Business Process Mining; Digital Transformation and Smart Life; Conceptual Modelling and Ontologies; Requirements Engineering; Model-Driven Engineering; Machine Learning Applications. In addition, two-page summaries of the tutorials can be found in the back matter.
Contents
Data Science and Data Management.- Personal Data Markets: A Narrative Review on Influence Factors of the Price of Personal Data.- What's in a (Data) Type? Meaningful Type Safety for Data Science.- Research Data Management in the Image Lifecycle: a Study of Current Behaviors.- Information Search and Analysis.- Towards an Arabic Text Summaries Evaluation Based on AraBERT Model.- A Recommender System for EOSC. Challenges and Possible Solutions.- ERIS: an Approach Based on Community Boundaries to Assess Polarization in Online Social Networks.- Business Process Management.- Progress Determination of a BPM Tool with Ad-Hoc Changes: An Empirical Study.- Enabling Conformance Checking for Object Lifecycle Processes.- A Framework to Improve the Accuracy of Process Simulation Models.- Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations.- Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-level Simulations.- Business Process Mining.- Towards Event Log Management for Process Mining - Vision and Research Challenges.- Process Mining for Process Improvement - An Evaluation of Analysis Practices.- Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes.- The Analysis of Online Event Streams: Predicting the Next Activity for Anomaly Detection.- Process Mining: A Guide for Practitioners.- Digital Transformation and Smart Life.- How do Startups and Corporations Engage in Open Innovation? An Exploratory Study.- Smart Life: Review of the Contemporary Smart Applications.- Conceptual Modelling and Ontologies.- Conceptual Integration for Social-ecological Systems: an Ontological Approach.- Contratto - A Method for Transforming Legal Contracts into Formal Specifications.- Ontological Foundations for Trust Dynamics: The Case of Central Bank Digital Currency Ecosystems.- Abstracting Ontology-Driven Conceptual Models: Objects, Aspects, Events, andtheir Parts.- Understanding and Modeling Prevention.- Requirements engineering.- Requirements Engineering for Collaborative Artificial Intelligence Systems: A Literature Survey.- On the Current Practices for Specifying Sustainability Eequirements.- Defining Key Concepts in Software Engineering: The Adoption of the Definition of Feature.- Assisted-Modeling Requirements for Model-Driven Development Tools.- Model-driven Engineering.- Model-driven Production of Data-centric Infographics: an Application to the Impact Measurement Domain.- The B Method Meets MDE: Review, Progress and Future.- Enabling Content Management Systems as an Information Source in Model-Driven projects.- A Global Model-Driven Denormalization Approach for Schema Migration.- State Model Inference Through the GUI using Run-time Test Generation.- Machine Learning Applications.- Autonomous Object Detection using a UAV Platform in the Maritime Environment.- Bosch's Industry 4.0 Advanced Data Analytics:Historical and Predictive Data Integration for Decision Support.- Benchmarking Conventional Outlier Detection Methods.- Forum.- Handling Temporal Data Imperfections in OWL 2 - Application to Collective Memory Data Entries.- Integrated Approach to Assessing the Progress of Digital Transformation by Using Multiple Objective and Subjective Indicators.- Towards Integrated Model-Driven Engineering Approach to Business Intelligence.- Method for Evaluating Information Security Level in Organisations.- ChouBERT: Pre-training French Language Model for Crowdsensing with Tweets in Phytosanitary Context.- A Conceptual Characterization of Fake News: a Positioning Paper.- Combinations of Content Representation Models for Event Detection on Social Media.- Increasing Awareness and Usefulness of Open Government Data: An Empirical Analysis of Communication Methods.- Toward Digital ERP: A Literature Review.- Trust Model Recommendation Driven by Application Requirements.- Predicting the State of aHouse using Google Street View.- Towards a Comprehensive BPMN Extension for Modeling IoT-Aware Processes in Business Process Models.- Team Selection using Statistical and Graphical Approaches for Cricket Fantasy Leagues.- PM4Py-GPU: a High-Performance General-Purpose Library for Process Mining.- Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool.- Research Incentives in Academia Leading to Unethical Behavior.- Assessing the Ethical, Social and Environmental Performance of Conferences.- ANGLEr: A Next-Generation Natural Language Exploratory Framework.- Doctoral Consortium.- Towards a Roadmap for Developing Digital Work Practices: A Maturity Model Approach.- Evolutionary Scriptless Testing.- Scriptless Testing for Extended Reality Systems.- Artificial Intelligence: Impacts of Explainability on Value Creation and Decision Making.- Towards Empirically Validated Process Modelling Education using a BPMN Formalism.- Multi-task Learning for Automatic Event-centric Temporal Knowledge Graph Construction.
