Research Challenges in Information Science : 18th International Conference, RCIS 2024, Guimarães, Portugal, May 14–17, 2024, Proceedings, Part II / edited by João Araújo, Jose Luis de la Vara, Maribel Yasmina Santos, Saïd Assar.

Format:

Book

Author/Creator:

Araújo, João.

Contributor:

de la Vara, Jose Luis.

Santos, Maribel Yasmina.

Assar, Saïd.

Series:

Lecture Notes in Business Information Processing, 1865-1356 ; 514

Language:

English

Subjects (All):

Information technology--Management.

Information technology.

Database management.

Software engineering.

Machine learning.

Information storage and retrieval systems.

Computer Application in Administrative Data Processing.

Business Process Management.

Database Management.

Software Engineering.

Machine Learning.

Information Storage and Retrieval.

Local Subjects:

Computer Application in Administrative Data Processing.

Business Process Management.

Database Management.

Software Engineering.

Machine Learning.

Information Storage and Retrieval.

Physical Description:

1 online resource (190 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This book constitutes the proceedings of the 18th International Conference on Research Challenges in Information Sciences, RCIS 2024, which took place in Guimarães, Portugal, during May 2024. The scope of RCIS is summarized by the thematic areas of information systems and their engineering. The 25 full papers, 12 Forum and 5 Doctoral Consortium papers included in these proceedings were carefully reviewed and selected from 100 submissions. They were organized in topical sections as follows: Part I: Data and information management; conceptual modelling and ontologies; requirements and architecture; business process management; data and process science; security; sustainability; evaluation and experience studies Part II: Forum papers; doctoral consortium papers.

Contents:

Intro

Preface

Organization

Abstracts of Keynote Talks

Information Science Research with Large Language Models: Between Science and Fiction

The Power of Information Systems Shaping the Future of the Automotive Industry

BPM in the Era of AI and Generative AI: Opportunities and Challenges

Contents - Part II

Contents - Part I

Forum Papers

Transfer Learning for Potato Leaf Disease Detection

1 Introduction

1.1 Contribution

2 Literature Review

3 Proposed Methodology

3.1 Dataset Selection and Description

4 Results and Discussion

5 Conclusion

References

Knowledge Graph Multilevel Abstraction: A Property Graph Reification Based Approach

2 Knowledge Graph Models

3 RDF Reification

4 A Model for Property Graph Reification

4.1 Reification Strategies on Property Graph

4.2 Formal Model for Property Graph Reification

4.3 Reified Node Specification

5 Conclusion and Perspectives

ExpO: Towards Explaining Ontology-Driven Conceptual Models

2 Background

3 ExpO Architecture

4 Conclusions and Future Work

Translucent Precision: Exploiting Enabling Information to Evaluate the Quality of Process Models

2 Related Work

3 Preliminaries

4 Translucent Precision

4.1 Log Behavior

4.2 Model Behavior

4.3 Computing Precision Scores

5 Evaluation

6 Conclusion

IPMD: Intentional Process Model Discovery from Event Logs

2 Intentional Process Model Discovery (IPMD)

2.1 Phase 1: Strategy Pattern Log Construction

2.2 Phase 2: Intentional Process Model Construction

3 Conclusion

Forensic-Ready Analysis Suite: A Tool Support for Forensic-Ready Software Systems Design

3 Forensic-Ready Analysis Suite.

4 Demonstration: Automated Valet Parking System

4.1 System Description and Modelling

4.2 Validity and Hint Analysis

4.3 Evidence Quality Analysis

Control and Monitoring of Software Robots: What Can Academia and Industry Learn from Each Other?

3 Research Method

3.1 Literature Review

3.2 Industrial Review

4 Analysis

4.1 Academic Approaches

4.2 RPA Platforms

5 Discussion

5.1 Recommendations for Industry

5.2 Recommendations for Academia

Creating a Web-Based Viewer for an ADOxx-Based Modeling Toolkit

1 Motivation

2 Fractal Enterprise Model

3 Functionality of FEM Viewer

3.1 User Management

3.2 Viewing Models

3.3 Importing and Sharing the Models

4 Technical Implementation

5 Conclusion and Plans for the Future

Ontology-Based Interaction Design for Social-Ecological Systems Research

2 Social-Ecological Systems Integrated Perspective

3 Participation and the Collective Negotiation of Meanings

4 Ontology-Based Interaction Design: Artefacts and Scripts

5 Preliminary Results

6 Conclusions and Future Works

Scriptless and Seamless: Leveraging Probabilistic Models for Enhanced GUI Testing in Native Android Applications

2 Scriptless GUI Testing

2.1 Existing Tools for Mobile Applications

3 MINT

3.1 Customizable Rules

3.2 Probabilistic Exploration

3.3 Composable Oracles

3.4 Seamless Integration

3.5 Reporting the Results

4 Preliminary Evaluation

5 Conclusions and Future Work

Identifying Relevant Data in RDF Sources

2 Problem Statement

3 Classification Model

4 Generating Candidate Instance Descriptions

5 Experiments

6 Related Work.

7 Conclusion and Future Work

Novelty-Driven Evolutionary Scriptless Testing

2 Five Steps Towards Evolutionary Scriptless Testing

2.1 Representation

2.2 Select EA Version

2.3 Manipulation Operators: Crossover and Mutation

2.4 Assigning Fitness

2.5 Proposed Architecture

3 Implemented Architecture

3.1 PonyGE2

3.2 TESTAR

3.3 State Model

4 Applying Novelty Search for Testing

5 Related Work

6 Conclusions and Future Work

Doctoral Consortium Papers

Strengthening Cloud Applications: A Deep Dive into Kill Chain Identification, Scoring, and Automatic Penetration Testing

2 Background and Taxonomy

2.1 Architecture

2.2 Vulnerabilities and Frameworks

2.3 Effective Vulnerability Analysis

2.4 Cloud, Edge and IoT

3 Research Design

3.1 Research Objective

3.2 Research Planning

3.3 Research Questions

4 Conclusions

5 Open Science Principles

Improving Understanding of Misinformation Campaigns with a Two-Stage Methodology Using Semantic Analysis of Fake News

2 Related Works

2.1 Disinformation Campaign

2.2 Fake News Detection

2.3 Fake News Characterization

2.4 Disinformation Analysis and Response Measures

3 Research Objectives

3.1 Research Objectives

3.2 Research Questions

4 Contributions and Advances

4.1 A Two-Stage Methodology for Analyzing Fake News

4.2 First Results

4.3 Discussion and Next Steps

Automated Scriptless GUI Testing Aligned with Requirements and User Stories

3 Research

3.1 Create Behavioral Software Models

3.2 Develop Intelligent Action Selectors Using AI

3.3 Create Intelligent Test Oracles

3.4 Defining Test Adequacy Criteria

4 Plan for Validation and Evaluation

References.

Towards a Cybersecurity Maturity Model Specific for the Healthcare Sector: Focus on Hospitals

1 Problem Statement

2 Research Questions

4 Proposed Research Methods

4.1 Methodology for RQ1

4.2 Methodology for RQ2 (In Progress)

4.3 Methodology and outcome for RQ3

4.4 Research Limitation

5 Conclusion and Future Steps

Towards a Hybrid Intelligence Paradigm: Systematic Integration of Human and Artificial Capabilities

2 Research Objectives

2.1 Problem Statement

2.2 Research Questions

3 Research Approach

4 Conclusion

Tutorials

How Data Analytics and Design Science Fit: A Joint Research-Methodological Perspective

Abstract

Decision Intelligence for Enterprise and IS Engineering

2 Important Research Areas

2.1 Decisions and Processes

2.2 Building Decision Models Automatically

2.3 Using Decision Models for Intelligent Explanation

Comparing Products Using Similarity Matching

2 Topics

Disclosure of Interests

Unleash the Power of Engineering Questions

1 Background: System Design Questions

2 An Integrated Questioning Technique

Author Index.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783031594687

3031594681

OCLC:

1433077839