Past Projects

SHADE: Semantic and Hierarchical Attributes in DEcision making


SHADE - Semantic and Hierarchical Attributes in DEcision making
Project code: TIN2012-34369
Main contact: Dr. Aïda Valls
Dates: February 2013 - February 2016 (3 years)

Abstract
The main aim of the SHADE project is the development of new techniques to solve some of the current limitations of decision support systems, focusing on these three aspects:

The developed techniques will be tested and refined in three specific domains, for which domain experts and datasets are already available from previous projects:

DAMASK- Data-Mining Algorithms with Semantic Knowledge

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DAMASK- Data-Mining Algorithms with Semantic Knowledge
Project code: TIN2009-11005
Main contact: Dr. Antonio Moreno
Dates: September 2009 - August 2012 (3 years)

Abstract

One of the main limitations of traditional data mining methods is the lack of use of domain knowledge. This project proposes the use of semantic domain knowledge, represented in the form of ontologies, to define new methods for extracting and integrating information from heterogeneous Web resources with varying degrees of structure, performing an automatic classification, and making a semantic interpretation of the results.

The project will test the practical applicability of the developed methods in the strategic area of Tourism, with the realization (with the collaboration of 2 relevant entities in this domain) of a Web application for the personalised recommendation of touristic destinations.

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Workplan Publications Objectives Deliverables

ARES Consolider-Ingenio 2010

ARES: Advanced Research on Information Security and Privacy (Spanish project of the prestigious Consolider-Ingenio-2010 Program, 2007-2012)

ARES gathers six of the most dynamic Spanish research groups in the area of information security and virtually all existing Spanish groups in the area of information privacy.

Some members of ITAKA belong to one of those groups: the IF-PAD Information Fusion for Privacy And Decision. This group is coordinated by Dr. Vicenç Torra from the Institute for Research in Artificial Intelligence of CSIC (IIIA-CSIC). Dr. Valls and Dr. Torra have done research in the last 10 years in topics related to information fusion (in a broad sense) and its applications in privacy and decision.

More information can be found in the web page of the ARES project.

Integration of ontology learning and semantic search

Spanish-Tunisian project, funded by AECID (January 2010 - July 2012).

This project involves the ITAKA research group at URV and the University of La Manouba (Tunis). Its main aim is to study the following two aspects:

  • How to use semantic information (e.g. domain ontologies) to improve information search and retrieval.
  • How to use the results of information retrieval to improve automatically the domain knowledge.

2009AIRE-04

Algoritmes de mineria de dades amb coneixement semàntic

June 2009-December 2011. Funded by URV with 6,000 euros.
Coordinator: Dr David Sánchez.

URV-Turisme-O2 2009

New services for tourists according to their localization and/or tracking.

February-July 2009. Funded by URV with 13,000 euros.
Coordinator: Dr Aida Valls.
It involves 3 research groups at URV (ITAKA, CRISES and GRATET).

Tourists tracking permits to analyse tourists mobility and provide them with customised advanced services.

Users mobility information can be used to implement intelligent transportation systems in which users pay different taxes depending on the characteristics of their trips (e.g. number of stops) or depending on the road traffic (i.e. road pricing).

In addition, tourists tracking information can be used to infer behavioural patterns that lead to the obtention of user profiles. These profiles are useful to provide them with new services of their interest, or to adapt existing services to their needs. However, tourists tracking endangers tourists privacy. Thus, these tracking systems must properly preserve their privacy (e.g. data must be anonymised before being used).

In this project, the state of the art of these tracking systems is going to be thoroughly studied. The results of this study can lead to identify interesting new research lines that can benefit the tourism industry.

Decision Making for environmental risk assessment

Desarrollo de un modelo de evaluación de exposición y riesgo por la aplicación de fangos de depuradoras en suelo agrícola, basado en un sistema experto neuro-fuzzy integrado en SIG (Spanish project, 2008-2010)

URV-Turisme-01

Preliminary research project on the application of Information and Communication Technologies to the Management of Touristic Destinations.

February-July 2008. Funded by URV with 10,800 euros.
Coordinator: Dr Antonio Moreno.
It involves 3 research groups at URV (ITAKA, ASTERIC and GRATET).

The Knowledge Society opens new challenges in the Tourism field. It is important to study which are the current application areas of Communication and Information Technologies in Tourism and which are the open fields for future research. This project intends to study the state of the art in three different aspects: the intelligent management of touristic information, Geographical Information Systems applied to touristic management, and the interactivity in the web pages of touristic destinations. The project is also especially interested in analysing the local situation in the Costa Daurada with respect to those aspects, and in widely spreading the results of the project among the local stakeholders.

AgentCities

HYGIA

HYGIA: Diseño y aplicación de nuevas técnicas de Inteligencia Artificial para la adquisición y uso de conocimiento médico representado en patrones asistenciales (Spanish project, 2007-08-09)

More information can be found in the web page of the HYGIA project.

Knowledge-based Home Care e-Services for an Ageing Europe (K4Care)

EU Project IST-2004-026968, March 2006-Septmber 2009

K4CARE's main goal has been to design, implement and validate a new ICT knowledge-based Homecare Model by integrating skills, procedures and experiences of several eastern and western European countries as a contribution to the new EU society to manage and respond to the needs of the increasing number of senior population requiring a customised health-care at home.

k4care

Other more specific objectives:

  • Generate a new ICT Homecare Model (HCM).
  • Provide an Electronic Health Care Record (EHCR) to organise the information in the HCM.
  • Use the EHR to integrate information coming from different EU countries.
  • Provide an Actor Profile Ontology (APO) representing the profiles of the subjects involved in the HCM.
  • Provide a patient-Case Profile Ontology (CPO) representing related symptoms, diseases, syndromes, and case mix.
  • Define Formal Intervention Plans (FIPs) for a number of disease and syndrome treatments.

More information can be found in the web page of the K4Care project.