Advances in Information Systems, Artificial Intelligence and Knowledge Management
Springer International Publishing (Verlag)
978-3-031-51663-4 (ISBN)
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.
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.
Erscheinungsdatum | 20.01.2024 |
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Reihe/Serie | Lecture Notes in Business Information Processing |
Zusatzinfo | XV, 346 p. 146 illus., 107 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 557 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Schlagworte | Decision Support Systems • information systems • knowledge management • machine learning • Natural Language Processing • Ontologies • Recommender Systems |
ISBN-10 | 3-031-51663-X / 303151663X |
ISBN-13 | 978-3-031-51663-4 / 9783031516634 |
Zustand | Neuware |
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