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Agents and Multi-Agent Systems: Technologies and Applications 2018

✍ Scribed by Gordan Jezic, Yun-Heh Jessica Chen-Burger, Robert J. Howlett, Lakhmi C. Jain, Ljubo Vlacic, Roman Šperka


Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
362
Series
Smart Innovation, Systems and Technologies 96
Edition
1st ed.
Category
Library

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✦ Synopsis


This book highlights new trends and challenges in agent systems, and new digital and knowledge economy research, and includes 34 papers on areas such as intelligent agent interaction and collaboration, modeling, simulation and mobile agents, agent communication and social networks, business Informatics, design and implementation of intelligent agents and multi-agent systems. These papers were presented at the 12th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2018) held on Australia’s Gold Coast.

The modern economy is driven by technologies and knowledge. Digital technologies can free, shift and multiply choices, often intruding on the space of other industries, by providing new ways of conducting business operations and creating values for customers and companies. The book addresses topics that contribute to the modern digital economy, including software agents, multi-agent systems, agent modeling, mobile and cloud computing, big data analysis, business intelligence, artificial intelligence, social systems, computer embedded systems and nature inspired manufacturing, which contribute to the modern digital economy.

The results presented are of theoretical and practical value to researchers and industrial practitioners working in the fields of artificial intelligence, collective computational intelligence, innovative business models, new digital and knowledge economy and, in particular, agent and multi-agent systems, technologies, tools and applications.

✦ Table of Contents


Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
Human-Agent Collaboration: A Goal-Based BDI Approach (Salma Noorunnisa, Dennis Jarvis, Jacqueline Jarvis, Marcus Watson)....Pages 3-12
Evolution Direction of Reward Appraisal in Reinforcement Learning Agents (Masaya Miyawaki, Koichi Moriyama, Atsuko Mutoh, Tohgoroh Matsui, Nobuhiro Inuzuka)....Pages 13-22
A General Framework for Formulating Adjustable Autonomy of Multi-agent Systems by Fuzzy Logic (Salama A. Mostafa, Rozanawati Darman, Shihab Hamad Khaleefah, Aida Mustapha, Noryusliza Abdullah, Hanayanti Hafit)....Pages 23-33
Agent-Based System for Context-Aware Human-Computer Interaction (Renato Soic, Pavle Skocir, Gordan Jezic)....Pages 34-43
Agent-Oriented Smart Factory (AOSF): An MAS Based Framework for SMEs Under Industry 4.0 (Fareed Ud Din, Frans Henskens, David Paul, Mark Wallis)....Pages 44-54
Front Matter ....Pages 55-55
Agent-Based Approach for Energy-Efficient IoT Services Discovery and Management (Petar Krivic, Pavle Skocir, Mario Kusek)....Pages 57-66
Agent-Based Modeling and Simulation for Two-Dimensional Spatial Competition (Masashi Miura, Hidetoshi Shiroishi)....Pages 67-75
Agent Based Simulation of Network Routing: Reinforcement Learning Comparison (Krešimir Čunko, Marin Vuković, Dragan Jevtić)....Pages 76-86
Dispatching Strategies for Dynamic Vehicle Routing Problems (Besma Zeddini, Mahdi Zargayouna)....Pages 87-96
Securing Mobile Agents, Stationary Agents and Places in Mobile Agents Systems (Donies Samet, Farah Barika Ktata, Khaled Ghedira)....Pages 97-109
How Research Achievements Can Influence Delivering of a Course - Siebog Agent Middleware (Milan Vidaković, Mirjana Ivanović, Dejan Stantić, Jovana Vidaković)....Pages 110-120
Front Matter ....Pages 121-121
Sending Messages in Social Networks (Matteo Cristani, Francesco Olivieri, Claudio Tomazzoli, Guido Governatori)....Pages 123-133
ER-Agent Communication Languages and Protocol for Large-Scale Emergency Responses (Mohd Khairul Azmi Hassan, Yun-Heh Chen-Burger)....Pages 134-143
Towards a Logical Framework for Diagnostic Reasoning (Matteo Cristani, Francesco Olivieri, Claudio Tomazzoli, Margherita Zorzi)....Pages 144-155
Scalability of Dynamic Lighting Control Systems (Leszek Kotulski, Igor Wojnicki)....Pages 156-163
Automatic Detection of Device Types by Consumption Curve (Claudio Tomazzoli, Matteo Cristani, Simone Scannapieco, Francesco Olivieri)....Pages 164-174
Front Matter ....Pages 175-175
Advantages of Application of Process Mining and Agent-Based Systems in Business Domain (Michal Halaška, Roman Šperka)....Pages 177-186
Modelling the Validation Process of Enterprise Software Systems (Robert Bucki, Petr Suchánek)....Pages 187-196
Front Matter ....Pages 197-197
Multi-agent System for Forecasting Based on Modified Algorithms of Swarm Intelligence and Immune Network Modeling (Galina A. Samigulina, Zhazira A. Massimkanova)....Pages 199-208
Multi-Agent System Model for Diagnosis of Personality Types (Margarita Ramírez Ramírez, Hilda Beatriz Ramírez Moreno, Esperanza Manrique Rojas, Carlos Hurtado, Sergio Octavio Vázquez Núñez)....Pages 209-214
Towards a Multi-Agent System for an Informative Healthcare Mobile Application (Carlos Hurtado, Margarita Ramirez Ramirez, Arnulfo Alanis, Sergio Octavio Vazquez, Beatriz Ramirez, Esperanza Manrique)....Pages 215-219
Proposal of a Bootcamp’s User Activity Dashboard Based on MAS (Lenin G. Lemus-Zúñiga, Valeria Alexandra Haro Valle, José-V. Benlloch-Dualde, Edgar Lorenzo-Sáez, Miguel A. Mateo Pla, Jorge Maldonado-Mahauad)....Pages 220-230
Toward to an Electric Monitoring Platform Based on Agents (Jorge E. Luzuriaga, Guillermo Cortina Rodríguez, Karolína Janošová, Monika Borova, Miguel Ángel Mateo Pla, Lenin-G. Lemus-Zúñiga)....Pages 231-240
Front Matter ....Pages 241-241
A Cooperative Agent-Based Management Tool Proposal to Quantify GHG Emissions at Local Level (Edgar Lorenzo-Sáez, José-Vicente Oliver-Villanueva, Jorge E. Luzuriaga, Miguel Ángel Mateo Pla, Javier F. Urchueguía, Lenin-G. Lemus-Zúñiga)....Pages 243-252
A Proposal to Improve the Usability of Applications for Users with Autism Considering Emotional Aspects (Ángeles Quezada, Reyes Juarez-Ramirez, Arnulfo Alanís Garza, Bogart Yail, Sergio Magdaleno, Eugenia Bermudez)....Pages 253-260
Towards a Model Based on Agents for the Detection of Behavior Patterns in Older Adults Who Start Using ICT (Consuelo Salgado Soto, Maricela Sevilla Caro, Ricardo Rosales Cisneros, Margarita Ramírez Ramírez, Hilda Beatriz Ramírez Moreno, Esperanza Manrique Rojas)....Pages 261-268
Intelligent Agents as Support in the Process of Disease Prevention Through Health Records (Hilda Beatriz Ramirez Moreno, Margarita Ramírez Ramírez, Esperanza Manrique Rojas, Nora del Carmen Osuna Millán, Maricela Sevilla Caro)....Pages 269-274
Agent-Based Model as a Provider of Medical Services in Tijuana Mexico (Ricardo Rosales, Nora Osuna-Millan, Consuelo Salgado-Soto, Carlos Flores-Sanchez, Juan Meza-Fregoso, Arnulfo Alanis)....Pages 275-283
Front Matter ....Pages 285-285
Understanding the Potential Value of Digitization for Business – Quantitative Research Results of European Experts (Christopher Reichstein, Ralf-Christian Härting, Pascal Neumaier)....Pages 287-298
A Method of Knowledge Extraction for Response to Rapid Technological Change with Link Mining (Masashi Shibata, Masakazu Takahashi)....Pages 299-310
Agent-Based Gaming Approach for Electricity Markets (Setsuya Kurahashi)....Pages 311-320
Finding the Better Solutions for the Smart Meter Gateway Placement in a Power Distribution System Through an Evolutionary Algorithm (Ryoma Aoki, Takao Terano)....Pages 321-330
Japanese Health Food Market Trend Analysis (Yoko Ishino)....Pages 331-340
Simulation of the Effect of Financial Regulation on the Stability of Financial Systems and Financial Institution Behavior (Takamasa Kikuchi, Masaaki Kunigami, Takashi Yamada, Hiroshi Takahashi, Takao Terano)....Pages 341-353
Back Matter ....Pages 355-356

✦ Subjects


Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics)


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