scholarly journals Toward a semantic analysis for E-learning and E-assessment system of apprentices

2017 ◽  
Vol 2017 ◽  
pp. 1-9
Author(s):  
Wiem Ben Khalifa ◽  
Dalila Souilem ◽  
Mahmoud Neji
Keyword(s):  
Semantic Analysis ◽  
Assessment System ◽  
E Learning

scholarly journals PRE-PROCESSED LATENT SEMANTIC ANALYSIS FOR AUTOMATIC ESSAY GRADING

Kursor ◽  
2017 ◽  
pp. 175 ◽  
Author(s):  
Ruth Ema Febrita ◽  
Wayan Firdaus Mahmudy
Keyword(s):  
Latent Semantic Analysis ◽  
Semantic Analysis ◽  
Learning System ◽  
Semantic Meaning ◽  
Lexical Database ◽  
Java Programming ◽  
E Learning ◽  
Manual Processing ◽  
Essay Grading ◽  
High Order Thinking

In education, essay is considered as the best tool to evaluate student’s high order thinking and understanding. In the other hand, manual processing and grading essay answers by a teacher need much time and tending to subjectivity grading. Meanwhile automatic essay grading in e-learning system find the difficulties in comparing model or key answer to student’s answer because student’s can answer the question with so various way. That means a right answer also can be so various, for they have same semantic meaning. This paper proposed automatic essay grading using Latent Semantic Analysis. But before the texts being scored, they will be pre-processed using stop words removal and synonyms checking. Calibration process implemented for dealing with the various possible right answer and help to simplify the term matrix. Implementation of this approach using Java Programming Language and WordNet as lexical database for searching the synonyms of every given words. The accuracy obtained by this method is 54.9289%.

A Comparative Study on E-Note-Taking

2011 ◽  
pp. 337-343
Author(s):  
Shaista Rashid ◽  
Dimitris Rigas
Keyword(s):  
Semantic Analysis ◽  
Classroom Interaction ◽  
Social Changes ◽  
Note Taking ◽  
The Social ◽  
E Learning ◽  
And Performance ◽  
And Storage ◽  
Traditional Manner ◽  
Incremental Process

In all walks of life individuals are involved in a cumulative and incremental process of knowledge acquisition. This involves the accessing, processing and understanding of information which can be gained through many different forms. These include, deliberate means by picking up a book or passive by listening to someone. The content of knowledge is translated by individuals and often recorded by the skill of note-taking, which differs in method from one person to another. This article presents an investigation into the techniques to take notes including the most popular Cornell method. A comparative analysis with the Outlining and Mapping methods are carried out stating strengths and weaknesses of each in terms of simplicity, usefulness and effectiveness. The processes of developing such skills are not easy or straightforward and performance is much influenced by cognition. Therefore, such associations regarding cognitive conceptions involve the exploration into note-taking processes encoding and storage, attention and concentration, memory and other stimuli factors such as multimedia. The social changes within education from the traditional manner of study to electronic are being adapted by institutes. This change varies from computerising a sub-component of learning to simulating an entire lecture environment. This has enabled students to explore academia more conveniently however, is still arguable about its feasibility. The article discusses the underlying pedagogical principles, deriving instructions for the development of an e-learning environment. Furthermore, embarking on Tablet PC’s to replace the blackboard in combination with annotation applications is investigated. Semantic analysis into the paradigm shift in e-learning and knowledge management replacing classroom interaction presents its potential in the learning domain. The article concludes with ideas for the design and development of an electronic note-taking platform.

Using S-P Chart and Bloom Taxonomy to Develop Intelligent Formative Assessment Tool

2009 ◽  
Vol 7 (4) ◽  
pp. 1-16
Author(s):  
Wen-Chih Chang ◽  
Hsuan-Che Yang ◽  
Timothy K. Shih ◽  
Louis R. Chao
Keyword(s):  
Formative Assessment ◽  
Assessment Tool ◽  
Assessment System ◽  
Educational Objective ◽  
E Learning ◽  
On Line ◽  
System Administrator ◽  
Instruction And Learning ◽  
Bloom Taxonomy ◽  
Student Problem

E-learning provides a convenient and efficient way for learning. Formative assessment not only guides student in instruction and learning, diagnose skill or knowledge gaps, but also measures progress and evaluation. An efficient and convenient e-learning formative assessment system is the key character for e-learning. However, most e-learning systems didn’t provide methods for assessing learners’ abilities but true-score mode. In this article, Sato’s Student-Problem Chart (SP Chart) is applied to integrate with our proposed on-line assessment system. Teachers are able to analyze each learner easily and efficiently. In addition, the Bloom Taxonomy of Educational Objective supports each item in our assessment management system during the authoring time. In our proposed system, it provides groups of function for student, teacher, and system administrator. According to the SP Chart analysis and Bloom taxonomy of items, we can divide all items into four types, and students into six types. With these types of diagnosis analysis chart, teacher can modify or delete the items which are not proper. With diagnosis analysis chart of students, teachers can realize learners’ learning situation easily and efficiently.

scholarly journals E-Portfolio to Assess the 21stCentury Skills of Students in Smart E-Learning Environment

2020 ◽  
Vol 3 (1) ◽  
pp. 49-56
Author(s):  
Hala El-Senousy
Keyword(s):  
Higher Education ◽  
Learning Environment ◽  
21St Century ◽  
21St Century Skills ◽  
Assessment Tool ◽  
Digital Age ◽  
Thinking Skills ◽  
Assessment System ◽  
Problem Solving Skills ◽  
E Learning

In the digital age, the interaction between the ICT and the educational system has led to fundamental transformations and changes to all elements of the learning process. Intelligent devices have enabled the learner to access knowledge resources at any time and anywhere. Learning management systems have produced a smart E-learning environment which enables active learning, Communication, and interaction among users. Quality Assurance in Higher Education has become urgent and aspires to qualify graduates who have mastered diverse and varied skills appropriate with the digital age. The academic programs requisite to rely upon the evaluation of learning outcomes, not only cognitive but also skills, thus the modification of the current assessment system is demanded. This study identified the 21st century skills and performance of learners in five categories: Critical Thinking Skills, Problem Solving Skills, Digital Communication & Sharing Skills, the Productivity of Creative Innovation Skills, and Self Regulated Learning & Career Skills. While Higher education is required to provide evidence of student learning skills, the study suggests E-Portfolios, which are considered as a tool that allows the student to: organize, save, document, publish, and digitally share his work as an accurate assessment tool. The study discusses the foundations, principles, objectives, and analyzes the application of E-Portfolio as a learning and assessment tool of 21st century skills in higher education. Keywords: E –Portfolio, 21st century skill, Quality of smart E-Learning.

scholarly journals Engineering Educators Pedagogical Training and System of Pedagogical Education Quality Assessment Based on Multi-Criteria Approach

2020 ◽  
Vol 35 ◽  
pp. 08002
Author(s):  
Elena S. Mischenko ◽  
José Carlos Quadrado
Keyword(s):  
Quality Assessment ◽  
Lifelong Learning ◽  
Low Cost ◽  
Educational Programs ◽  
Learning Technologies ◽  
Assessment System ◽  
Education Quality ◽  
Post Graduate ◽  
Pedagogical Training ◽  
E Learning

The EngineeriNg educaTors pEdagogical tRaining (ENTER) project aims at creating a novel multicultural and international approach for formal post-graduate professional and pedagogical education for engineering educators. It is focused on low cost and convenience, thus strongly based on e-learning technologies, whenever feasible, and designed with the objective of being internationally recognized and accredited. It is proposed a hierarchy of 3 structured educational programs for engineering educators, in the context of the European Qualifications Framework for Lifelong Learning. The methodology and quality assessment system of the developed programs are based on a multi-criteria approach and provide an adequate level of engineering educators training.

scholarly journals Linking E-Assessment to Student's Use of Online Learning Content

2009 ◽  
pp. 532-541
Author(s):  
Kar-Tin Lee ◽  
Hitendra Pillay ◽  
Vinesh Chandra
Keyword(s):  
Secondary Students ◽  
Management System ◽  
Assessment System ◽  
Information And Communications Technology ◽  
Assessment Tools ◽  
Online Assessment ◽  
Communications Technology ◽  
Content Assessment ◽  
Learning Content ◽  
E Learning

This article will examine the development and implementation of two information and communications technology (ICT) e-assessment tools—a diagnostic assessment system and an intelligent content assessment marking system—for the teaching of secondary science. An e-learning management system (ELMS, see Figure 1) was used with second-year secondary students in science which provided both content and online assessment tools for teachers. By using this system, teachers had the opportunity to modify how they assessed their students by shifting the skills and knowledge being tested and also when and at which stage of the learning they are tested. The use of the ELMS had also assisted teachers to move away from the narrow confines of standardised tests with their discrete and decontextualized ‘items’ towards more complex, holistic, contextualised, and authentic forms of assessment (e.g., Pellegrino, Chudowski, & Glaser, 2001).

scholarly journals Creating statistics e-assessments using Dewis with embedded R code

2017 ◽  
Vol 15 (2) ◽  
pp. 51
Author(s):  
Iain Weir ◽  
Rhys Gwynllyw ◽  
Karen Henderson
Keyword(s):  
Learning Experience ◽  
Assessment System ◽  
Data Sets ◽  
Learning Modules ◽  
R Programming Language ◽  
E Learning ◽  
The Creation ◽  
R Programming ◽  
The Uk ◽  
The University

We report on the creation of statistics e-assessments using the Dewis system with embedded R code. Dewis is a fully algorithmic open-source e-assessment system designed and developed at the University of the West of England, Bristol (UWE). Dewis’ ability to communicate with the R programming language greatly facilitates the task of generating bespoke data and its subsequent analysis. This approach has allowed us to successfully test students’ ability to perform involved statistical analyses on individual data sets and led to the creation of a suite of open access online e-learning modules on the UK national statstutor website. Development of a Dewis-R interface allows the creation of sophisticated e-assessments solely by writing an R script file. The goal is to create a community of Dewis-R practitioners who will be able to author and share relevant, authentic and engaging statistics e-assessments that enrich the learning experience of students.

Sign in / Sign up

Export Citation Format

Share Document