|
| Titre : |
Agent-Based Medical Assistance System |
| Type de document : |
texte imprimé |
| Auteurs : |
hana Boumaza, Auteur ; Yousra Hamamid ; Laouadi ,Mohamed Amin, Directeur de thèse |
| Editeur : |
Setif:UFA |
| Année de publication : |
2024 |
| Importance : |
1 vol (44 f .) |
| Format : |
29 cm |
| Langues : |
Anglais (eng) |
| Catégories : |
Thèses & Mémoires:Informatique
|
| Mots-clés : |
Multi-agent systems
MAS
Healthcare
Medical assistance
AUML
JADE |
| Index. décimale : |
004 - Informatique |
| Résumé : |
The increasing demand for health care led healthcare organizations to efficiently and effectively organize their process. Indeed, hospitals are confronted to budget restrictions and certification obligations. To this end, planning and control in health care has received an increasing amount of attention over the last ten years, both in practice and literature. The challenge is twofold: on one hand, healthcare institutions have to provide patients with the best possible care. On the other hand, they aim to balance workload and maximize resource utilization.
For this we will study through this subject to study the integration of multi-agent systems (MAS) and application domains. Consequently, we were interested in the field of assistance, and precisely medical assistance in an emergency case, given it’s importance.
In medical assistance, we model the emergency case from the patients call until the end of medical treatment. It involves a certain number of concepts such as receiving the emergency alert, finding a paramedic, and taking care of the patient to treat them at the hospital level, etc.
The major interest of this work is to identify the actors and understand the process of medical assistance in order to model it and implement it by Multi Agent Systems (MAS), and in order to fully understand how the developed MAS works, we simulate the behavior of the agents using JADE plateform. |
| Note de contenu : |
Sommaire
General Introduction .................................................................................................................. 1
Multi agent Systems .................................................................................................................... 3
1.1 Introduction ................................................................................................................................ 4
1.2 Agents .......................................................................................................................................... 4
1.2.1 Definition of agent ................................................................................................................ 4
1.2.2 Agent characteristics ............................................................................................................ 4
1.2.3 Agents types ........................................................................................................................... 5
• Reactive agent [8] .................................................................................................................... 5
• Cognitive agent [7]: .................................................................................................................. 6
1.2.4 Reactive Agent vs. Cognitive Agent: ................................................................................... 7
Table 1.1: Reactive Agent vs Cognitive Agent. ................................................................................ 7
1.3 Multi Agent Systems (MAS) ....................................................................................................... 7
1.3.1 Definition ............................................................................................................................... 7
1.3.2 Characteristics of an MAS ...................................................................................................... 8
1.3.3 The components of a multi-agent system ............................................................................. 9
1.4 Interaction between agents ....................................................................................................... 10
1.5 Communication ......................................................................................................................... 10
1.6 Organization of multi-agent systems ....................................................................................... 11
1.7 MAS and IOT integration ......................................................................................................... 11
1.8 Conclusion ................................................................................................................................. 11
MAS Development Environments ............................................................................................. 12
2.1 Introduction ............................................................................................................................... 13
2.2 MAS Development Environments ............................................................................................ 13
2.2.1 Types of MAS platforms .................................................................................................... 13
2.2.2 Application-oriented development platforms MAS: ....................................................... 13
2.3 JADE Implementation Tools .................................................................................................... 16
2.3.1 Administration tools ........................................................................................................... 16
2.3.2 Behaviors [24]: .................................................................................................................... 17
2.4 Benefits of using MAS platforms [25] ...................................................................................... 19
2.5 Conclusion ................................................................................................................................. 19
Agent-based medical assistance system ..................................................................................... 20
3.1 Introduction ............................................................................................................................... 21
3.2 Assistance systems ..................................................................................................................... 21
3.3 Proposed approach .................................................................................................................... 21
3.4 Description of the behavior of agents in the system ............................................................... 22
3.5 Development tools ...................................................................................................................... 22
3.5.1 Star UML ............................................................................................................................ 22
3.5.2 The Jade platform .............................................................................................................. 23
3.6 UML modeling ........................................................................................................................... 23
3.6.1 Class diagram ..................................................................................................................... 23
3.6.2 Use case diagram ................................................................................................................ 24
3.6.3 Communication diagram: .................................................................................................. 24
3.6.4 Transition state diagrams .................................................................................................. 25
3.6.5 Sequence diagram ............................................................................................................... 28
3.7 Implementation .......................................................................................................................... 28
3.8 Conclusion ................................................................................................................................. 41
General Conclusion |
| Côte titre : |
MAI/0866 |
Agent-Based Medical Assistance System [texte imprimé] / hana Boumaza, Auteur ; Yousra Hamamid ; Laouadi ,Mohamed Amin, Directeur de thèse . - [S.l.] : Setif:UFA, 2024 . - 1 vol (44 f .) ; 29 cm. Langues : Anglais ( eng)
| Catégories : |
Thèses & Mémoires:Informatique
|
| Mots-clés : |
Multi-agent systems
MAS
Healthcare
Medical assistance
AUML
JADE |
| Index. décimale : |
004 - Informatique |
| Résumé : |
The increasing demand for health care led healthcare organizations to efficiently and effectively organize their process. Indeed, hospitals are confronted to budget restrictions and certification obligations. To this end, planning and control in health care has received an increasing amount of attention over the last ten years, both in practice and literature. The challenge is twofold: on one hand, healthcare institutions have to provide patients with the best possible care. On the other hand, they aim to balance workload and maximize resource utilization.
For this we will study through this subject to study the integration of multi-agent systems (MAS) and application domains. Consequently, we were interested in the field of assistance, and precisely medical assistance in an emergency case, given it’s importance.
In medical assistance, we model the emergency case from the patients call until the end of medical treatment. It involves a certain number of concepts such as receiving the emergency alert, finding a paramedic, and taking care of the patient to treat them at the hospital level, etc.
The major interest of this work is to identify the actors and understand the process of medical assistance in order to model it and implement it by Multi Agent Systems (MAS), and in order to fully understand how the developed MAS works, we simulate the behavior of the agents using JADE plateform. |
| Note de contenu : |
Sommaire
General Introduction .................................................................................................................. 1
Multi agent Systems .................................................................................................................... 3
1.1 Introduction ................................................................................................................................ 4
1.2 Agents .......................................................................................................................................... 4
1.2.1 Definition of agent ................................................................................................................ 4
1.2.2 Agent characteristics ............................................................................................................ 4
1.2.3 Agents types ........................................................................................................................... 5
• Reactive agent [8] .................................................................................................................... 5
• Cognitive agent [7]: .................................................................................................................. 6
1.2.4 Reactive Agent vs. Cognitive Agent: ................................................................................... 7
Table 1.1: Reactive Agent vs Cognitive Agent. ................................................................................ 7
1.3 Multi Agent Systems (MAS) ....................................................................................................... 7
1.3.1 Definition ............................................................................................................................... 7
1.3.2 Characteristics of an MAS ...................................................................................................... 8
1.3.3 The components of a multi-agent system ............................................................................. 9
1.4 Interaction between agents ....................................................................................................... 10
1.5 Communication ......................................................................................................................... 10
1.6 Organization of multi-agent systems ....................................................................................... 11
1.7 MAS and IOT integration ......................................................................................................... 11
1.8 Conclusion ................................................................................................................................. 11
MAS Development Environments ............................................................................................. 12
2.1 Introduction ............................................................................................................................... 13
2.2 MAS Development Environments ............................................................................................ 13
2.2.1 Types of MAS platforms .................................................................................................... 13
2.2.2 Application-oriented development platforms MAS: ....................................................... 13
2.3 JADE Implementation Tools .................................................................................................... 16
2.3.1 Administration tools ........................................................................................................... 16
2.3.2 Behaviors [24]: .................................................................................................................... 17
2.4 Benefits of using MAS platforms [25] ...................................................................................... 19
2.5 Conclusion ................................................................................................................................. 19
Agent-based medical assistance system ..................................................................................... 20
3.1 Introduction ............................................................................................................................... 21
3.2 Assistance systems ..................................................................................................................... 21
3.3 Proposed approach .................................................................................................................... 21
3.4 Description of the behavior of agents in the system ............................................................... 22
3.5 Development tools ...................................................................................................................... 22
3.5.1 Star UML ............................................................................................................................ 22
3.5.2 The Jade platform .............................................................................................................. 23
3.6 UML modeling ........................................................................................................................... 23
3.6.1 Class diagram ..................................................................................................................... 23
3.6.2 Use case diagram ................................................................................................................ 24
3.6.3 Communication diagram: .................................................................................................. 24
3.6.4 Transition state diagrams .................................................................................................. 25
3.6.5 Sequence diagram ............................................................................................................... 28
3.7 Implementation .......................................................................................................................... 28
3.8 Conclusion ................................................................................................................................. 41
General Conclusion |
| Côte titre : |
MAI/0866 |
|
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