Fouille De Données (Data Mining)

Table des matières

INTRODUCTION
CHAPITRE 1 REVUE DE LA LITERATURE
1.1 Introduction
1.2 Caractérisation des interactions multimodales
1.2.1 Le média
1.2.2 La modalité
1.2.3 La multimodalité
1.2.4 Les dix lois
1.2.5 Applications multimodales
1.2.6 Analyse et discussion
1.3 Fusion/Fission
1.3.1 La fusion
1.3.2 La fission
1.4 Projets Existants
1.4.1 SMARTKOM
1.4.2 COMIC
1.4.3 Simulateur de conducteur
1.4.4 Conclusion
1.5 Pattern
1.6 Raisonnement incertain
1.6.1 Logique floue
1.6.2 Réseau Bayésien
1.6.3 Conclusion
1.7 Fouille De Données (Data Mining)
1.8 Les ontologies
1.9 Conclusion
CHAPITRE 2 Multimodal Fission for Interaction Architecture
2.1 Introduction
2.2 Challenges and proposed solution
2.3 Related work
2.4 Modalities selection and multimodal fission system
2.4.1 Multimodal fission architecture
2.4.2 Modality Selection and interaction context
2.4.3 Multimodal Fission
2.4.3.1 Pattern
2.4.3.2 Fission algorithm/Fission rules
2.5 Simulation
2.6 Conclusion
CHAPITRE 3 Modeling Rules Fission and Modality Selection Using Ontology
3.1 Introduction
3.2 Problematic and a proposed solution
3.3 Related work
3.4 Architectural Design
3.5 Interaction context
3.5.1 User Context
3.5.2 Environmental Context
3.5.3 System Context
3.6 Ontology
3.6.1 Modality class
3.6.2 Event class
3.6.3 Grammar Model
3.6.4 Modality Pattern class
3.7 Fission Algorithm
3.8 Application Scenario and simulation
3.9 Conclusion
CHAPITRE 4 Context-Based method using Bayesian Network in multimodal fission system
4.1 Introduction
4.2 Related work
4.3 Architectural design
4.4 Fission algorithm
4.5 Bayesian network module
4.5.1 Definition
4.5.2 BN in Data Mining
4.5.3 BN applied in fission process
4.6 Simulation
4.7 Conclusion
CHAPITRE 5 Prototyping Using Pattern Technique and Context-Based Bayesian Network in Multimodal Systems
5.1 Introduction
5.2 Related work
5.3 Challenges and proposed solution
5.4 Components of multimodal fission system
5.4.1 Modalities selection
5.4.2 Fission
5.4.3 Subtasks-Modalities association
5.4.4 Bayesian network
5.4.5 Ontology
5.5 Modalities selection and fission algorithms
5.6 Prototype’s implementation
5.6.1 Robot control interface
5.6.2 GPS interface
5.7 Conclusion
CONCLUSION
BIBLIOGRAPHIE