Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection

This book constitutes the proceedings of the workshops co-located with the 20th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2022, held in L'Aquila, Italy, in July 2022.
The total of 25 full papers presented in this volume were carefully reviewed and selected from 39 submissions.
The papers in this volume stem from the following meetings: Workshop on Artificial Intelligence for Industry (AI4Industry); Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA); Workshop on Character Computing (C2); Workshop on Deep Learning Applications (DeLA); Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI); Workshop on Multi-agent based Applications for Modern Energy Markets, Smart Grids and Future Power Systems (MASGES).

Klappentext

Workshop on Artificial Intelligence for Industry (AI4Industry).- Towards the Application of Multi-Agent Task Allocation to Hygiene Tasks in the Food Production Industry.- David - A novel approach to an industrial Recommender System.- Multiple Domain Security Awareness for Factories of the Future.- Using an explainable machine learning approach to minimize opportunistic maintenance interventions.- Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA).- Object Recognition-Driven Cultural Travel Guide for the Coffee Cultural Landscape of Colombia.- Towards Semantic Modelling of the Edge-Cloud Continuum.- A collaborative approach to mobile crowdsourcing based on data stream learning.- On Balancing Fairness and Efficiency of Task Assignment in Agent Societies.- Plant disease detection: an Edge-AI proposal.- Machine Lerning for the analysis of vegetation in the heritage city of Salamanca.- Demand-responsive Mobility for Rural Areas: A Review.- Workshop on Character Computing (C2).- FAN-VE: A Tool for Facial Animation Generation in Virtual Reality Education.- Vaxera: An Empathetic Chatbot for COVID-19 Vaccination.- Personalized Avatars without Agentic Interaction: Do they promote learning performance and sense of Self in a teaching context? A pilot study.- The Effects of Personality Traits on Rumors.- Workshop on Deep Learning Applications (DeLA).- A Computer Vision Model for Detecting Suspicious Behaviors from Multiple Cameras in Crime Hotspots using Convolutional Neural Networks.- Analysis of Machine Learning Algorithms for Violence Detection in Audio.- Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning.- Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI).- Planning model for visiting tourist attractions with minimum costs.- Implementation of a FHIR Specification for the Interoperability of a Remote Monitoring Platform of Patients with Vascular Diseases.- Legal issues of the use of chatbot apps for mental health support.- A Hybrid Model to Classify Physical Activity Profiles.- Workshop on Multi-agent based Applications for Modern Energy Markets, Smart Grids and Future Power Systems (MASGES).- Impact asessment of Simultaneous deployment of Electric vehicle and Solar Energy sources in Unbalanced Distribution network.- Strategic Bidding of Retailers in Wholesale Energy Markets: A Model Using Hybrid Forecast Methods.- Approximate Time-Series Data Aggregation using Grouping Nodes in Peer to Peer Network.

Inhalt
Workshop on Artificial Intelligence for Industry (AI4Industry).- Towards the Application of Multi-Agent Task Allocation to Hygiene Tasks in the Food Production Industry.- David A novel approach to an industrial Recommender System.- Multiple Domain Security Awareness for Factories of the Future.- Using an explainable machine learning approach to minimize opportunistic maintenance interventions.- Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA).- Object Recognition-Driven Cultural Travel Guide for the Coffee Cultural Landscape of Colombia.- Towards Semantic Modelling of the Edge-Cloud Continuum.- A collaborative approach to mobile crowdsourcing based on data stream learning.- On Balancing Fairness and Efficiency of Task Assignment in Agent Societies.- Plant disease detection: an Edge-AI proposal.- Machine Lerning for the analysis of vegetation in the heritage city of Salamanca.- Demand-responsive Mobility for Rural Areas: A Review.- Workshop on Character Computing (C2).- FAN-VE: A Tool for Facial Animation Generation in Virtual Reality Education.- Vaxera: An Empathetic Chatbot for COVID-19 Vaccination.- Personalized Avatars without Agentic Interaction: Do they promote learning performance and sense of Self in a teaching context? A pilot study.- The Effects of Personality Traits on Rumors.- Workshop on Deep Learning Applications (DeLA) .- A Computer Vision Model for Detecting Suspicious Behaviors from Multiple Cameras in Crime Hotspots using Convolutional Neural Networks.- Analysis of Machine Learning Algorithms for Violence Detection in Audio.- Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning.- Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI).- Planning model for visiting tourist attractions with minimum costs.- Implementation of a FHIR Specification for the Interoperability of a Remote Monitoring Platform of Patients with Vascular Diseases.- Legal issues of the use of chatbot apps for mental health support.- A Hybrid Model to Classify Physical Activity Profiles.- Workshop on Multi-agent based Applications for Modern Energy Markets, Smart Grids and Future Power Systems (MASGES).- Impact asessment of Simultaneous deployment of Electric vehicle and Solar Energy sources in Unbalanced Distribution network.- Strategic Bidding of Retailers in Wholesale Energy Markets: A Model Using Hybrid Forecast Methods.- Approximate Time-Series Data Aggregation using Grouping Nodes in Peer to Peer Network.