Shared feature extraction for nearest neighbor face recognition

In this paper, we propose a new supervised linearfeature extraction technique for multiclass classification problemsthat is specially suited to the nearest neighbor classifier (NN).The problem of finding the optimal linear projection matrix isdefined as a classification problem and the Adaboost algorithmis used to compute it in an iterative way. This strategy allowsthe introduction of a multitask learning (MTL) criterion in themethod and results in a solution that makes no assumptions aboutthe data distribution and that is specially appropriated to solvethe small sample size problem. The performance of the methodis illustrated by an application to the face recognition problem.The experiments show that the representation obtained followingthe multitask approach improves the classic feature extractionalgorithms when using the NN classifier, especially when we havea few examples from each class

University teacher competences in a virtual teaching/learning environment : analysis of a teacher training experience

This paper attempts to shed light on the competencies a teacher must have inorder to teach in online university environments. We will relate a teacher trainingexperience, which was designed taking into account the methodological criteriaestablished in line with previous theoretical principles. The main objective of ouranalysis is to identify the achievements and difficulties of a specific formativeexperience, with the ultimate goal of assessing the suitability of this conceptualmethodologicalframework for the design of formative proposals aiming to contribute tothe development of teacher competencies for virtual environments.

A virtual mathematics learning environment for engineering students

Teachers of the course Introduction to Mathematics for Engineers at the UOC, an online distance-learning university, have designed,developed and tested an online studymaterial. It includes basic pre-university mathematics, indications for correct follow-up of this content and recommendations for finding appropriate support and complementarymaterials. Many different resources are used,depending on the characteristics of thecontents: Flash sequences, interactive applets, WIRIS calculators and PDF files.During the last semester, the new study material has been tested with 119 students. The academic results and student satisfaction have allowed us to outline and prioritise future lines of action.

Lifelong learning teachers' needs in virtual learning environments

Peer-reviewed

A virtual learning environment for pregraduate mathematical students

Peer-reviewed

A Virtual Mathematics Learning Environment for Engineering Students

Teachers of the course Introduction to Mathematics for Engineers at the UOC, an online distance-learning university, have designed and produced online study material which includes basic pre-university mathematics, instructions for correct follow-up of this content and recommendations for finding appropiate support and complementary materials.

Interactive Calculus in a Virtual Learning Environment

The teaching of higher level mathematics for technical students in a virtual learningenvironment poses some difficulties, but also opportunities, now specific to that virtuality.On the other hand, resources and ways to do now manly available in VLEs might soon extend to all kinds of environments.In this short presentation we will discuss anexperience carried at Universitat Oberta deCatalunya (UOC) involving (an on line university), first, the translation of LaTeX written existent materials to a web based format(specifically, a combination of XHTML andMathML), and then the integration of a symbolic calculator software (WIRIS) running as a Java applet embedded in the materials, intending to achieve an evolution from memorising concepts and repetitive algorithms to understanding and experiment concepts and the use of those algorithms.

Simulation of a Virtual Campus at the Open University of Catalonia

Peer-reviewed

Managing virtual project teams

The purpose of the Master’s Thesis is to study the best practices to virtual project management from the project manager’ point of view. The best practices are divided according to a five-phase virtual project life cycle model. Each phase include concrete suggestions for actions. Research’s theoretical background is wide because of the broad subject matter. In the theoretical part topics such as virtual working, virtual project management challenges are examined and some concrete actions to tackle these challenges are introduced. Thesis’ approach is constructive, where a known problem is solved piece by piece after creating a pre-understanding of the topic. Existing research work is utilized when creating a model for virtual project team management. The basis of the model comes from various best practices read from literature and from the interviews conducted on experienced virtual project managers in the case organization. As a result the model combines both previous research and the organizations empirical experience. As an output of the thesis a model for virtual project team management is developed, which can be used as a guideline by the virtual project managers in their work. The model includes actions and practices what can be used to overcome the challenges of virtual project management.

Design and evaluation of learning algorithms for dynamic resource management in virtual networks

Network virtualisation is considerably gaining attentionas a solution to ossification of the Internet. However, thesuccess of network virtualisation will depend in part on how efficientlythe virtual networks utilise substrate network resources.In this paper, we propose a machine learning-based approachto virtual network resource management. We propose to modelthe substrate network as a decentralised system and introducea learning algorithm in each substrate node and substrate link,providing self-organization capabilities. We propose a multiagentlearning algorithm that carries out the substrate network resourcemanagement in a coordinated and decentralised way. The taskof these agents is to use evaluative feedback to learn an optimalpolicy so as to dynamically allocate network resources to virtualnodes and links. The agents ensure that while the virtual networkshave the resources they need at any given time, only the requiredresources are reserved for this purpose. Simulations show thatour dynamic approach significantly improves the virtual networkacceptance ratio and the maximum number of accepted virtualnetwork requests at any time while ensuring that virtual networkquality of service requirements such as packet drop rate andvirtual link delay are not affected.

Implementació d'un sistema de gestió de cursos (Course Management) al Campus Virtual de la UdL

Aquest projecte pretén aconseguir un Campus Virtual més flexible i més obert, on el professorat pugui fer una gestió més acurada i específica dels seus espais de docència, a més de poder crear-se d’altres espais organitzant els grups de matrícula de la forma que més li convingui. La idea és canviar la manera com s’aprovisiona actualment el Campus Virtual amb les dades de gestió acadèmica per tal d’aconseguir un campus on el professorat tingui totes les eines i dades disponibles per a que les pugui utilitzar de la manera que cregui més adient, i no d’una manera predefinida i tancada com es feia fins ara, on el professorat es trobava un espai per cada assignatura que impartia, però no en podia modificar gairebé res. A banda d’aquest objectiu fonamental, aquest treball facilitarà en gran mesura les tasques realitzades per l’equip que gestiona el Campus Virtual en els processos de gestió d’espais de docència i del tractament dels seus participants en sincronització amb els sistemes origen.

Evolución y retos de la educación virtual : construyendo el e-learning del siglo XXI

Las autoras y autores de este libro ofrecen una descripción de la evolución general del e-learning apuntando los elementos clave hacia los que debe ir evolucionando. Parten de la experiencia y la práctica contrastada con las investigaciones sobre el tema. A lo largo de los distintos capítulos nos muestran cómo vive un estudiante virtual, su papel y la manera en que plantea y organiza sus actividades; nos acercan al profesorado analizando su rol en el diseño de la formación y la comunicación con los estudiantes; hablan de la colaboración, analizando cómo diseñar actividades colaborativas y señalando sus ventajas y límites; describen los diferentes recursos de aprendizaje que podemos disponer en el diseño de los cursos y, por último, acompañan nuestra mirada hacia el futuro próximo analizando las tendencias y los retos a los que debemos hacer frente para construir el e-learning del siglo XXI.