Research Challenges in Information Science

Name: Research Challenges in Information Science | 18th International Conference, RCIS 2024, Guimarães, Portugal, May 14-17, 2024, Proceedings, Part II
Brand: Springer
Price: 117.69 EUR
Availability: OnlineOnly

18th International Conference, RCIS 2024, Guimarães, Portugal, May 14-17, 2024, Proceedings, Part II

João Araújo Jose Luis de la Vara Maribel Yasmina Santos Saïd Assar(Herausgeber*in)

Springer (Verlag)

Erschienen am 3. Mai 2024

XXVI, 171 Seiten

E-Book

PDF mit Wasserzeichen-DRM

Systemvoraussetzungen

978-3-031-59468-7 (ISBN)

117,69 €inkl. 7% MwSt.

Systemvoraussetzungen

für PDF mit Wasserzeichen-DRM

E-Book Einzellizenz

Als Download verfügbar

Beschreibung

Weitere Details

Weitere Ausgaben

Inhalt

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
1 Introduction
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
References
ExpO: Towards Explaining Ontology-Driven Conceptual Models
1 Introduction
2 Background
3 ExpO Architecture
4 Conclusions and Future Work
References
Translucent Precision: Exploiting Enabling Information to Evaluate the Quality of Process Models
1 Introduction
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
References
IPMD: Intentional Process Model Discovery from Event Logs
1 Introduction
2 Intentional Process Model Discovery (IPMD)
2.1 Phase 1: Strategy Pattern Log Construction
2.2 Phase 2: Intentional Process Model Construction
3 Conclusion
References
Forensic-Ready Analysis Suite: A Tool Support for Forensic-Ready Software Systems Design
1 Introduction
2 Related Work
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
5 Conclusion
References
Control and Monitoring of Software Robots: What Can Academia and Industry Learn from Each Other?
1 Introduction
2 Related Work
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
6 Conclusion
References
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
References
Ontology-Based Interaction Design for Social-Ecological Systems Research
1 Introduction
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
References
Scriptless and Seamless: Leveraging Probabilistic Models for Enhanced GUI Testing in Native Android Applications
1 Introduction
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
References
Identifying Relevant Data in RDF Sources
1 Introduction
2 Problem Statement
3 Classification Model
4 Generating Candidate Instance Descriptions
5 Experiments
6 Related Work
7 Conclusion and Future Work
References
Novelty-Driven Evolutionary Scriptless Testing
1 Introduction
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
References
Doctoral Consortium Papers
Strengthening Cloud Applications: A Deep Dive into Kill Chain Identification, Scoring, and Automatic Penetration Testing
1 Introduction
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
References
Improving Understanding of Misinformation Campaigns with a Two-Stage Methodology Using Semantic Analysis of Fake News
1 Introduction
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
References
Automated Scriptless GUI Testing Aligned with Requirements and User Stories
1 Introduction
2 Background
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
3 Research Objectives
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
References
Towards a Hybrid Intelligence Paradigm: Systematic Integration of Human and Artificial Capabilities
1 Introduction
2 Research Objectives
2.1 Problem Statement
2.2 Research Questions
3 Research Approach
4 Conclusion
References
Tutorials
How Data Analytics and Design Science Fit: A Joint Research-Methodological Perspective
Abstract
1 Introduction
References
Decision Intelligence for Enterprise and IS Engineering
Abstract
1 Introduction
2 Important Research Areas
2.1 Decisions and Processes
2.2 Building Decision Models Automatically
2.3 Using Decision Models for Intelligent Explanation
References
Comparing Products Using Similarity Matching
Abstract
1 Introduction
2 Topics
Disclosure of Interests
References
Unleash the Power of Engineering Questions
Abstract
1 Background: System Design Questions
2 An Integrated Questioning Technique
Disclosure of Interests
References
Author Index

Systemvoraussetzungen

Als PDF speichern Als Link merken