Intelligent Information Systems : CAiSE Forum 2024, Limassol, Cyprus, June 3–7, 2024, Proceedings / edited by Shareeful Islam, Arnon Sturm.

Format:

Book

Contributor:

Islam, Shareeful, editor.

Sturm, Arnon, editor.

Series:

Lecture Notes in Business Information Processing, 1865-1356 ; 520

Language:

English

Subjects (All):

Information technology--Management.

Information technology.

Business information services.

Artificial intelligence.

Computer Application in Administrative Data Processing.

IT in Business.

Artificial Intelligence.

Local Subjects:

Computer Application in Administrative Data Processing.

IT in Business.

Artificial Intelligence.

Physical Description:

1 online resource (175 pages)

Edition:

1st ed. 2024.

Place of Publication:

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

Summary:

This book constitutes the thoroughly refereed proceedings of the CAiSE Forum 2024 which was held in Limassol, Cyprus, in June 2024, as part of the 36th International Conference on Advanced Information Systems Engineering, CAiSE 2024. The CAiSE Forum is a place within the CAiSE conference for presenting and discussing new ideas and tools related to information systems engineering. Intended to serve as an interactive platform, the Forum aims at the presentation of emerging new topics and controversial positions, as well as demonstration of innovative systems, tools and applications. This year a special emphasis was given on Information Systems in the Age of Artificial Intelligence. The Forum received 31 submissions; 8 submissions were invited from the CAISE main research track. Out of the 23 regular submissions, 11 papers have been accepted. The 18 papers included in these proceedings include 10 vision papers and 8 tool demonstration papers. .

Contents:

Intro

Preface

Organization

Contents

Vision Papers

Event Data and Process Model Forecasting

1 Introduction

2 Preliminaries

3 Related Work

4 Process Forecasting

4.1 Process Model Forecasting

4.2 Event Log Forecasting

5 Conclusion

References

Permission Analysis for Object-Centric Processes

2 Backgrounds

2.1 PHILharmonicFlows

2.2 Event Log

2.3 Access Control in Object-Centric Processes

3 Permission Comparison

3.1 Permission Representation

3.2 Comparing Pre-specified with Actual Access

3.3 Permission Categories

3.4 Severity of Violations

3.5 Risk Matrix Classification

4 Evaluation

5 Related Work

6 Summary and Outlook

Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning

2 Related Work

3 Preliminaries

4 Phase 1: Mining Behavioral Recommendations

5 Phase 2: Planning Based on Behavioral Recommendations

6 Conclusion

Trustworthy Collaborative Business Intelligence Using Zero-Knowledge Proofs and Blockchains

3 Framework

3.1 Dataset Preparation

3.2 Data Sharing Agreement

3.3 Query Execution

3.4 Data Exchange

4 Conclusions

Towards Intelligent Systems to Improve IEC 62559 Use Cases and Smart Grid Architecture Models Quality

2 Background

3 Methodology

4 Requirement Analysis

5 SGAAIRE: Integration Conceptual Design

6 Discussion

7 Conclusion and Further Work

Pricing4SaaS: Towards a Pricing Model to Drive the Operation of SaaS

1 Introduction and Motivation

2 Modeling the Pricing of SaaS

2.1 The Pricing4SaaS Model

2.2 SaaS Pricing Validity Criteria

2.3 Yaml4SaaS: A Serialization of Pricing4SaaS

3 Conclusions and Future Work

References.

Validity at the Forefront: Investigating Threats in Green AI Research

1 Introduction and Background

2 Protocol

3 Results

3.1 RQ1

3.2 RQ2

4 Discussion and Vision

5 Validity Threats

6 Conclusions

Requirement-Based Methodological Steps to Identify Ontologies for Reuse

3 Assessing Requirements Similarity

4 Case Study

5 Conclusions

Toward Ontology-Guided IFRS Standard-Setting

3 Ontology of Conceptual Framework for Financial Reporting

3.1 Financial Position

3.2 Financial Performance. Transactions and Other Events

4 IFRS 15 Ontology: Revenue from Contracts with Customers

4.1 Specification of the Main Unit of Account of IFRS 15

4.2 Transactions and Other Events Affecting the Unit of Account of IFRS 15

5 Conclusion and Future Work

Towards an Explorable Conceptual Map of Large Language Models

2 HF Conceptual Map and Its Limitations

3 Extended Conceptual Map

4 Exploratory Queries

5 Conclusions and Vision

Demo Papers

ProReco: A Process Discovery Recommender System

2 Preliminary Concepts

3 ProReco: A Process Discovery Recommender System

3.1 Structure

3.2 ProReco's Functions

4 Conclusion and Future Work

RecPro: A User-Centric Recommendation Tool for Business Process Execution

3 RecPro

3.1 Requirements Analysis

3.2 Features

3.3 Architecture

4 Demonstration

Predictive Maintenance in a Fleet Management System: The Navarchos Case

2 Navarchos Architecture Overview

3 Our PdM Solution

4 Navarchos PdM Service Implementation

5 Demo Description and Conclusions

CDMiA: Revealing Impacts of Data Migrations on Schemas in Multi-model Systems

3 Theoretical Background

4 Assessing Impacts of Data Migrations

5 Perspectives

MApp-KG: Mobile App Knowledge Graph for Document-Based Feature Knowledge Generation

2 System Overview

3 Knowledge Graph Construction

3.1 Data Collection

3.2 Schema and Data Integration

3.3 Deductive Knowledge Generation

4 Evaluation Report

CAKE: Sharing Slices of Confidential Data on Blockchain

2 Core Concepts and Tool Architecture

3 Demonstration Through a Real-World Case Study

4 Implementation

6 Conclusion and Future Developments

PADI-web for Plant Health Surveillance

2 New Methods Implemented into PADI-web

2.1 The PADI-web Pipeline

2.2 The PADI-web Classification for Plant Disease Surveillance

2.3 New Spatial Visualization Integrated into PADI-web

3 Experiments

3.1 Relevance Classification

3.2 Topic Classification

4 Conclusion

PROMISE: A Framework for Model-Driven Stateful Prompt Orchestration

2 Motivation

3 PROMISE Interaction Model

4 Validation

Author Index.

Notes:

Includes bibliographical references and index.

ISBN:

3-031-61000-8