Generation, testing and recommendation of teaching materials using classification learning

نویسنده

  • Arnoldo Rodriguez
چکیده

The study focuses on problems related to the application of Artificial Intelligence (AI) in HumanComputer Interaction (HCI) for Educational Adaptive Hypermedia (EAH). It analyses how to apply Machine Learning (ML) techniques to support teachers in authoring teaching materials. AI principles and techniques are applied to the generation, testing and recommendation of teaching materials (computer network topologies), as a way to providing Web-based help. It also studies the use of teacher-related data to support the recommendation of teaching materials and the adaptation of Webbased help. The subject of application of this study is teaching decision-making skills in network design.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Pedagogical mediation using the virtual learning environment and the new generation: A search for improved performance in medical education

Introduction: Medical schools face increasing challenges toaccommodate new health care needs. However, little has changedregarding the students’ education. In addition, educators face thechallenge of improving their teaching approach, making it suitableand effective for the new generation. The purpose of this work wasto describe and contextualize the application of active pedagogicalmethodologi...

متن کامل

Fault Detection of Anti-friction Bearing using Ensemble Machine Learning Methods

Anti-Friction Bearing (AFB) is a very important machine component and its unscheduled failure leads to cause of malfunction in wide range of rotating machinery which results in unexpected downtime and economic loss. In this paper, ensemble machine learning techniques are demonstrated for the detection of different AFB faults. Initially, statistical features were extracted from temporal vibratio...

متن کامل

Study on Personalized Course Generation Based on Layered Recommendation Algorithm

The paper introduces the concept of a layered recommendation system (LRS) based on multi-dimensional feature vectors to implement personalized course generation model and algorithms. In this work, we present a personalized course generation algorithm based on the multi-dimensional feature vectors (PCG-LRS) and hybrid applications by content-based recommendations and collaborative filtering reco...

متن کامل

Mobile, L2 vocabulary learning, and fighting illiteracy: A case study of Iranian semi-illiterates beyond transition level

As mobile learning simultaneously employs both handheld computers and mobile telephones and other  devices  that  draw  on  the  same  set  of  functionalities,  it  throws  open  the  door  for  swift connection between learners  and teachers. This  study examined and articulated the impact of  the application of mobile devices for teaching English vocabulary items to 123 Iranian semi-illitera...

متن کامل

The effect of question generation activity on students’ learning and perception

Introduction: Student-generated questions can be a very helpfultool in medical education. The use of this activity can allow thestudents to feel more involved in the subjects covered and mayimprove their knowledge and learning. The aim of this study wasto identify the effect of question-writing activity as a stimulusfactor on learning in midwifery students and determine theirperception about th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • IJAMC

دوره 2  شماره 

صفحات  -

تاریخ انتشار 2008