Advances in Information Systems, Artificial Intelligence and Knowledge Management

6th International Conference on Information and Knowledge Systems, ICIKS 2023, Portsmouth, UK, June 22¿23, 2023, Proceedings
Herausgegeben:Saad, Inès; Rosenthal-Sabroux, Camille; Gargouri, Faiez; Chakhar, Salem; Williams, Nigel; Haig, Ella

• Broschiertes Buch

Produktbeschreibung

This book constitutes the refereed proceedings of the 6th International Conference on Information and Knowledge Systems, ICIKS 2023, held in Portsmouth, UK, during June 22-23, 2023.

The 18 full papers and 6 short papers included in this book were carefully reviewed and selected from 58 submissions. They were organized in topical sections as follows: Decision Making, Recommender Systems, and Information Support Systems; Information Systems and Machine Learning; Knowledge Management, Context and Ontology; Cybersecurity and Intelligent Systems; and Natural Language Processing for Decision Systems.

Produktdetails

• Lecture Notes in Business Information Processing 486
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-51663-4
• 1st ed. 2024
• Seitenzahl: 364
• Erscheinungstermin: 20. Januar 2024
• Englisch
• Abmessung: 235mm x 155mm x 20mm
• Gewicht: 552g
• ISBN-13: 9783031516634
• ISBN-10: 303151663X
• Artikelnr.: 69540060

Inhaltsangabe

Decision Making, Recommender Systems, and Information Support Systems.- Models-simulators in business decision-making processes for pharmaceutical enterprises.- Decision and Information Support System to implement the Framework of Twelve steps for building decision models.- Graph Representation Learning for Recommendation Systems: A short review.- FITradeoff Decision Support System applied to solve a Supplier Selection Problem.- A Step-by-Step Decision Process to Support Application Migration to the Cloud-Native Architecture.- Information Systems and Machine Learning.- ACTIVE SMOTE for Imbalanced Medical Data Classification.- Evolutionary Graph-Clustering vs Evolutionary Cluster-Detection Approaches for Community Identification in PPI Networks.- Predictive monitoring of business process execution delays.- An accurate Random Forest-based Action Recognition Technique using only velocity and landmarks' distances.- Efficient topic Detection using an Adaptive Neural Network architecture.- Exploiting Machine Learning Technique for attack detection in Intrusion Detection System (IDS) based on Protocol.- Robust Aggregation Function in Federated Learning.- Knowledge Management, Context and Ontology.- Should I Share or Should I Go? A Study of Tacit Knowledge Sharing Behaviors in Extended Enterprises.- Designing a User Contextual Profile Ontology: A Focus on the Vehicle Sales Domain.- Management of Implicit Ontology Changes Generated by Non-conservative JSON Instance Updates in the JOWL Environment.- A Model Driven Architecture approach for implementing sensitive business processes.- Extension of the functional dimension of BPMN based on MDA approach for sensitive business processes execution.- Inclusive Mobile Health System for Yoruba Race in Nigeria.- Cybersecurity and Intelligent Systems.- Epistemology for Cyber Security: A Controlled Natural Language Approach.- Application of fuzzy decision support systems in IT industry functioning.- Moving towards explainable AI using Fuzzy Networks in decision making process.- Natural Language Processing for Decision Systems.- Sentiment Analysis: Effect of Combining BERT as an Embedding Technique with CNN Model for Tunisian Dialect.- An Enhanced Machine Learning-Based Analysis of Teaching and Learning Process for Higher Education System.- Topic Modelling of Legal Texts using bidirectional encoder representations from Sentence Transformers.