Multi-Agent Security System based on Neural Network Model of User's Behavior

It is proposed an agent approach for creation of intelligent intrusion detection system. The system allows detecting known type of attacks and anomalies in user activity and computer system behavior. The system includes different types of intelligent agents. The most important one is user agent based on neural network model of user behavior. Proposed approach is verified by experiments in real Intranet of Institute of Physics and Technologies of National Technical University of Ukraine "Kiev Polytechnic Institute”.

Directrius per a l'accessibilitat al contingut web, versió 1.0

Aquestes directrius expliquen com fer que el contingut web sigui accessible a persones amb discapacitats i s'adrecen a creadors de contingut (autors de pàgines web o dissenyadors de llocs web) i a creadors d'eines d'autor. L'objectiu principal d'aquestes directrius és promoure l'accessibilitat. Tanmateix, l'aplicació de les directrius facilitarà l'accés al contingut a tot tipus d'usuari, sigui quin sigui l'agent d'usuari usat (navegador web, navegador de veu, telèfon mòbil, ordinador de cotxe, etc.) o les condicions de l'entorn de consulta (entorns sorollosos, espais mal il·luminats, entorns en què no es poden usar les mans, etc.). L'aplicació d'aquestes directrius també ajudarà els usuaris a trobar la informació d'una manera més ràpida dins el web. Les directrius no pretenen desincentivar l'ús d'imatges, vídeo, etc., sinó que expliquen com fer que el contingut multimèdia sigui més accessible a una àmplia audiència.Aquest és un document de referència per a uns principis d'accessibilitat i idees de disseny. Algunes de les estratègies comentades tracten d'aspectes relatius a la internacionalització del web i a l'accés des de terminals mòbils. Tanmateix, el document se centra en l'accessibilitat i no tracta exhaustivament dels aspectes relacionats amb altres activitats del W3C. Si voleu més informació sobre aquests temes podeu consultar les pàgines inicials W3C Mobile Access Activity (per a l'accés des de terminals mòbils) i W3C Internationalization Activity (per als aspectes d'internacionalització).Aquest document està pensat per a ser estable en el temps i, per tant, no dóna informació específica sobre si els navegadors funcionen o no amb una determinada tecnologia, ja que aquesta informació varia molt ràpidament. Aquesta informació es pot trobar al web de la Web Accessibility Initiative ,WAI, (Iniciativa d'Accessibilitat Web) [WAI-UA-SUPPORT].Aquest document inclou un annex que organitza tots els punts de verificació ordenats per tema i per prioritat. Els punts de l'annex estan enllaçats a les respectives definicions en el document. Els temes recollits en l'annex inclouen les imatges, el contingut multimèdia, les taules, els marcs, els formularis i els scripts. L'annex es presenta en forma de taula o com a simple llista.Un document a part, amb el títol Techniques for Web Content Accessibility Guidelines 1.0 (Tècniques per a les directrius per a l'accessibilitat al contingut web, versió 1.0) ([TECHNIQUES]) explica com posar a la pràctica els punts citats fins aquí. El document de tècniques explica cada punt amb més detalls i dóna exemples usant el llenguatge d'etiquetatge d'hipertext (HTML), fulls d'estil en cascada (CSS), el llenguatge d'integració multimèdia sincronitzada (SMIL) o el llenguatge d'etiquetatge matemàtic (MathML). Aquest document també inclou tècniques per a provar o validar una pàgina web i un índex dels elements i atributs HTML amb les tècniques que els usen. El document de tècniques està pensat per a seguir de prop els canvis tecnològics i es preveu que s'actualitzi més sovint que les directrius.Nota: Algunes de les característiques descrites en les directrius no estan encara implementades en tots els navegadors o eines multimèdia; en concret pot ser que no es puguin utilitzar funcions noves d'HTML 4.0, de CSS1 o CSS2.Les Directrius per a l'accessibilitat al contingut web, versió 1.0 són part d'una col·lecció de directrius sobre accessibilitat publicades per la Web Accessibility Initiative, WAI (Iniciativa d'Accessibilitat Web). La col·lecció comprèn User Agent Accessibility Guidelines (Directrius d'accessibilitat per a agents d'usuari) [WAI-USERAGENT] i Authoring Tool Accessibility Guidelines (Directrius d'accessibilitat per a eines d'autor [WAI-AUTOOLS].

A identidade do agente comunitário de saúde: Uma abordagem fenomenológica

The structure of Brazil's National Health System (SUS) is being firmed up through programs adding a new element to its multi-professional healthcare teams: Community Healthcare Agents. This study examines psycho-social factors that are significant for the construction of this identity, from the standpoint of these Community Healthcare Agents, using the hermeneutic phenomenology of Paul Ricoeur as its reference methodology. The subjects of this survey were seven Community Healthcare Agents who were asked during interviews (with informed consent and after approval by the Research Ethics Committee) to: 'Tell me about your experience as Community Healthcare Agent'. The analysis of their replies indicated the following topics: previous experience; capacity-building for the job; bonding; building up expertise; gratifying experience; feelings of power(lessness); communications; daily work routines, personal growth; criticisms of the institution; user-agent experiences; and insertion into the social reality. The overall analysis disclosed the phenomenon through the convergence and divergence of the grouping of these topics, viewed from the standpoint of these Community Healthcare Agents and the psycho-social aspects constructing their identity.

Using Machine Learning to Enhance Software Tools for Internet Information Management

Postprint

Sistema de conmutación y control de llamadas basado en OpenBTS y Asterisk

El presente trabajo empleó herramientas de hardware y software de licencia libre para el establecimiento de una estación base celular (BTS) de bajo costo y fácil implementación. Partiendo de conceptos técnicos que facilitan la instalación del sistema OpenBTS y empleando el hardware USRP N210 (Universal Software Radio Peripheral) permitieron desplegar una red análoga al estándar de telefonía móvil (GSM). Usando los teléfonos móviles como extensiones SIP (Session Initiation Protocol) desde Asterisk, logrando ejecutar llamadas entre los terminales, mensajes de texto (SMS), llamadas desde un terminal OpenBTS hacia otra operadora móvil, entre otros servicios.

Dynamically Adapting BDI Agent Architectures based on High-level User Specifications

Users are facing an increasing challenge of managing information and being available anytime anywhere, as the web exponentially grows. As a consequence, assisting them in their routine tasks has become a relevant issue to be addressed. In this paper, we introduce a software framework that supports the development of Personal Assistance Software (PAS). It relies on the idea of exposing a high level user model in order to increase user trust in the task delegation process as well as empowering them to manage it. The framework provides a synchronization mechanism that is responsible for dynamically adapting an underlying BDI agent-based running implementation in order to keep this high-level view of user customizations consistent with it.

MASCEM improvement for agent based coalitions

This paper presents MASCEM - Multi-Agent Simulator for Electricity Markets improvement towards an enlarged model for Seller Agents coalitions. The simulator has been improved, both regarding its user interface and internal structure. The OOA, used as development platform, version was updated and the multi-agent model was adjusted for implementing and testing several negotiations regarding Seller agents’ coalitions. Seller coalitions are a very important subject regarding the increased relevance of Distributed Generation under liberalised electricity markets.

Agent-based simulation of electronic marketplaces with decision support

This paper presents a Multi-Agent Market simulator designed for analyzing agent market strategies based on a complete understanding of buyer and seller behaviors, preference models and pricing algorithms, considering user risk preferences and game theory for scenario analysis. The system includes agents that are capable of improving their performance with their own experience, by adapting to the market conditions, and capable of considering other agents reactions.

Multi-agent systems and birtual producers in electronic marketplaces

This paper presents an agent-based simulator designed for analyzing agent market strategies based on a complete understanding of buyer and seller behaviours, preference models and pricing algorithms, considering user risk preferences. The system includes agents that are capable of improving their performance with their own experience, by adapting to the market conditions. In the simulated market agents interact in several different ways and may joint together to form coalitions. In this paper we address multi-agent coalitions to analyse Distributed Generation in Electricity Markets

Cooperation mechanism for team-work based multi-agent system in dynamic scheduling through meta-heuristics

This paper describes a Multi-agent Scheduling System that assumes the existence of several Machines Agents (which are decision-making entities) distributed inside the Manufacturing System that interact and cooperate with other agents in order to obtain optimal or near-optimal global performances. Agents have to manage their internal behaviors and their relationships with other agents via cooperative negotiation in accordance with business policies defined by the user manager. Some Multi Agent Systems (MAS) organizational aspects are considered. An original Cooperation Mechanism for a Team-work based Architecture is proposed to address dynamic scheduling using Meta-Heuristics.

Multi-agent system for personalization of location-based services

The current ubiquitous network access and increase in network bandwidth are driving the sales of mobile location-aware user devices and, consequently, the development of context-aware applications, namely location-based services. The goal of this project is to provide consumers of location-based services with a richer end-user experience by means of service composition, personalization, device adaptation and continuity of service. Our approach relies on a multi-agent system composed of proxy agents that act as mediators and providers of personalization meta-services, device adaptation and continuity of service for consumers of pre-existing location-based services. These proxy agents, which have Web services interfaces to ensure a high level of interoperability, perform service composition and take in consideration the preferences of the users, the limitations of the user devices, making the usage of different types of devices seamless for the end-user. To validate and evaluate the performance of this approach, use cases were defined, tests were conducted and results gathered which demonstrated that the initial goals were successfully fulfilled.

An agent-based evolutionary approach for manufacturing system layout design

Dissertação apresentada na Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa para obtenção do grau de Mestre em Engenharia Electrotécnica e de Computadores

DYNAMOD – A dynamic agent based modelling framework for digital businesses

Digital Businesses have become a major driver for economic growth and have seen an explosion of new startups. At the same time, it also includes mature enterprises that have become global giants in a relatively short period of time. Digital Businesses have unique characteristics that make the running and management of a Digital Business much different from traditional offline businesses. Digital businesses respond to online users who are highly interconnected and networked. This enables a rapid flow of word of mouth, at a pace far greater than ever envisioned when dealing with traditional products and services. The relatively low cost of incremental user addition has led to a variety of innovation in pricing of digital products, including various forms of free and freemium pricing models. This thesis explores the unique characteristics and complexities of Digital Businesses and its implications on the design of Digital Business Models and Revenue Models. The thesis proposes an Agent Based Modeling Framework that can be used to develop Simulation Models that simulate the complex dynamics of Digital Businesses and the user interactions between users of a digital product. Such Simulation models can be used for a variety of purposes such as simple forecasting, analysing the impact of market disturbances, analysing the impact of changes in pricing models and optimising the pricing for maximum revenue generation or a balance between growth in usage and revenue generation. These models can be developed for a mature enterprise with a large historical record of user growth rate as well as for early stage enterprises without much historical data. Through three case studies, the thesis demonstrates the applicability of the Framework and its potential applications.

An agent-based simulator to estimate domestic energy use

Throughout recent years, there has been an increase in the population size, as well as a fast economic growth, which has led to an increase of the energy demand that comes mainly from fossil fuels. In order to reduce the ecological footprint, governments have implemented sustainable measures and it is expected that by 2035 the energy produced from renewable energy sources, such as wind and solar would be responsible for one-third of the energy produced globally. However, since the energy produced from renewable sources is governed by the availability of the respective primary energy source there is often a mismatch between production and demand, which could be solved by adding flexibility on the demand side through demand response (DR). DR programs influence the end-user electricity usage by changing its cost along the time. Under this scenario the user needs to estimate the energy demand and on-site production in advance to plan its energy demand according to the energy price. This work focuses on the development of an agent-based electrical simulator, capable of: (a) estimating the energy demand and on-site generation with a 1-min time resolution for a 24-h period, (b) calculating the energy price for a given scenario, (c) making suggestions on how to maximize the usage of renewable energy produced on-site and to lower the electricity costs by rescheduling the use of certain appliances. The results show that this simulator allows reducing the energy bill by 11% and almost doubling the use of renewable energy produced on-site.

Adaptive intelligent agent approach to guide the web navigation on the PLAN-G distance learning platform

Hypermedia systems based on the Web for open distance education are becoming increasinglypopular as tools for user-driven access learning information. Adaptive hypermedia is a new direction in research within the area of user-adaptive systems, to increase its functionality by making it personalized [Eklu 961. This paper sketches a general agents architecture to include navigationaladaptability and user-friendly processes which would guide and accompany the student during hislher learning on the PLAN-G hypermedia system (New Generation Telematics Platform to Support Open and Distance Learning), with the aid of computer networks and specifically WWW technology [Marz 98-1] [Marz 98-2]. The PLAN-G actual prototype is successfully used with some informatics courses (the current version has no agents yet). The propased multi-agent system, contains two different types of adaptive autonomous software agents: Personal Digital Agents {Interface), to interacl directly with the student when necessary; and Information Agents (Intermediaries), to filtrate and discover information to learn and to adapt navigation space to a specific student