Location-based Services Personalization Using Genetic Algorithms and Intelligent Agents
Journal Title: Romanian Journal of Human - Computer Interaction - Year 2010, Vol 3, Issue 3
Abstract
This article analyzes possible solutions for improving Location-based Services (LBS) by using genetic algorithms and intelligent agents. The proposed solution enables identifying the points of interest based on the user profile and on the current context, and also generating routes in multi-modal and multi-operator public transport networks. The route generator process is based on a genetic algorithm that offers users the possibility to have a flexible restriction set for quantifying the importance degree of each associated optimization criterion. Therefore, we add an additional level of personalization over the exclusive use of fixed constraints set in the route identification process. The points of interest are represented by using intelligent agents and the communication between them is realized with the help of predefined ontologies.
Authors and Affiliations
Liviu Adrian Cotfas, Andreea Dioșteanu
Keywords
Related Articles
- EP ID EP28838
- DOI -
- Views 385
- Downloads 10
Increasing Efficiency of the Didactic Computer Games through Processing Information on Action, Iconic and Verbal Level
The author prove that the advantages of computer games are increased if they are part of didactic system based on processing information at action, iconic and verbal level. Didactic game could reproduce trustily the real...
Using Web Services from Mobile Devices. Software Application for Academic Environment
In our paper we depict two modes of accessing Web services from mobile devices. These modalities correspond to different types of mobile devices, and, as a consequence, we use adapted client modules for each type. The so...
An Ontology-Based Approach for an E-Learning System Related to Human Resources Management into a University Hospital
The proposed e-learning system, presented in this paper, meets the training requirements of managers in health, activity which is one of the strategies to improve human resource management (HRM) in order to cope with the...
Didactics in Assisted Instruction
Currently, cognitive development is based on diversifying activities which depend on use of personal computers. In terms of technology, the modern world is constantly developing, with its systems becoming more efficient,...
A Generic Component Approach For Dynamic Generation Of User Interfaces
In this article, we describe a new technique for dynamically generating user interfaces, used for data visualization and editing. Based on the Model Driven Architecture (MDA) specifications we propose a solution composed...