Generic Platform to Generate Educational Components
Journal Title: Transactions on Machine Learning and Artificial Intelligence - Year 2017, Vol 5, Issue 4
Abstract
In this research, we will present all the concepts necessary for the implementation of a warehouse of educational components. We define three classes of educational components: Learning components, services components and technical components. We built a metadata schema to describe them. We will study the warehouse architecture and how the actors interact with it. We will also see the features implemented at the indexing and search system that integrates. The aim is to clarify the strategic solutions we have adopted to create a generic platform, adaptable and scalable. The instantiation of this platform provides the Educational Component Repository
Authors and Affiliations
Yassine Aarab, Noura Aknin, Abdelhamid Benkaddour
Improving Small File Management in Hadoop
Hadoop, considered nowadays as the defacto platform for managing big data, has revolutionized the way customers manage their data. As an opensource implementation of mapreduce, it was designed to offer a high scalability...
Handengineered Features vs Automated Features for Arabic Handwriting Recognition
This work aims to compare the learning features with Convolutional Neural Networks (CNNs) and the handcrafted features. In order to determine the relevant features among of those kinds. We consider our previous baseline...
A Real Time Embedded System Architecture for Autonomous Underwater Sensors Localization
Underwater Acoustic Sensor Networks (UWASNs) consist of a variable number of autonomous sensors or vehicles that are deployed over a given area to perform smart sensing and collaborative monitoring tasks. In UWASNs, sens...
Unied Acoustic Modeling using Deep Conditional Random Fields
Acoustic models based on Deep Neural Networks (DNNs) lead to sig- nicant improvement in the recognition accuracy. In these methods, Hid- den Markov Models (HMMs) state scores are computed using exible dis- criminant DN...
Approaching Mental Disorders from the Engineering Point of View
Mental illness and mental disorders represent an increasing burden affectingthepopulation of all ages at all places, challenging mental health and health systems and contributing to the onset or to the acceleration of ma...