An Intelligent System for Predicting a User Access to a Web Based E-Learning System Using Web Mining

2020 ◽  
Vol 15 (1) ◽  
pp. 75-94 ◽  
Author(s):  
Sathiyamoorthi V.
Keyword(s):  
Data Analytics ◽  
Web Mining ◽  
Intelligent System ◽  
Learning System ◽  
Web Based ◽  
Challenging Tasks ◽  
E Learning ◽  
User Access ◽  
Near Future ◽  
A Company

In this Internet era, with ever-increasing interactions among participants, the size of the data is increasing so rapidly such that the information available to us in the near future is going to be unpredictable. Modeling and visualizing such data are one of the challenging tasks in the data analytics field. Therefore, business intelligence is the way in which a company can use data to improve business and operational efficiency whereas data analytics involves improving ways of making intelligence out of that data before acting on it. Thus, the proposed work focuses on prevailing challenges in data analytics and its application on social media like Facebook, Twitter, blogs, e-commerce, e-service and so on. Among all of the possible interactions, e-commerce, e-education, and e-services have been identified as important domains for analytics techniques. So, it focuses on machine learning technique in improving practice and research in such e-X domains. Empirical analysis is done to show the performance of proposed system using real-time datasets.

Facilitating Learning Resource Retrieval for Students with Disabilities through an Ontology-Driven and Disability-Aware Virtual Learning Environment

2015 ◽  
Vol 5 (3) ◽  
pp. 75-98 ◽  
Author(s):  
Julius T. Nganji ◽  
Mike Brayshaw
Keyword(s):  
Students With Disabilities ◽  
Virtual Learning ◽  
Relevant Information ◽  
Virtual Learning Environment ◽  
Learning System ◽  
Educational Institutions ◽  
Technology In Education ◽  
Learning Materials ◽  
Web Based ◽  
E Learning

Existing virtual learning environments (VLEs) in educational institutions are not designed with the expectation that students with disabilities will use them. Consequently, retrieving relevant information by some students with disabilities is a challenging task. The focus of this study was to propose the design of VLEs to incorporate ontologies that facilitate information retrieval by students with disabilities in their learning, thus serving as a semantic web-based assistive technology in education. An Ontology-Driven Disability-Aware Personalised E-Learning System (ONTODAPS) was designed and then used to recommend specific learning materials to learners based on their learning goal and disability type. Preliminary results of the evaluation of ONTODAPS, by 30 students with disabilities, indicate that 70% of the participants found ONTODAPS to offer a better personalisation, better access to learning materials (68%) and is easier to use (63%) in retrieving learning materials than Sakai. Thus ONTODAPS serves as an assistive tool in their education through retrieval of relevant learning materials in a suitable format which is compatible with their disability.

Towards a Personalized E-Learning System

2011 ◽  
pp. 2124-2134
Author(s):  
Elvis Wai Chung Leung ◽  
Qing Li
Keyword(s):  
Online Education ◽  
Economic Benefit ◽  
Learning System ◽  
Development Cost ◽  
Web Based ◽  
Course Materials ◽  
Web Based Learning ◽  
Interactive Environment ◽  
E Learning ◽  
The Web

To cope with the increasing trend of learning demand and limited resources, most universities are taking advantage of Web-based technology for their distance education or e-learning (Montelpare & Williams, 2000). One of the reasons is due to the significant price drop of personal computers in recent decades; the Internet and multimedia have penetrated into most households. Moreover, most students prefer to learn from an interactive environment through a self-paced style. Under the Web-based learning model, students can learn anytime, anywhere because they are not required to go to school on schedule (Appelt, 1997). Meanwhile, universities also enjoy the economic benefit due to the large student base that can share the development cost of course materials and other operational expenses. Gradually, more and more universities follow this similar way to provide online education.

Web Based E-Learning System for C-Language

2013 ◽  
Vol 427-429 ◽  
pp. 2870-2873
Author(s):  
Lian Xi Hong ◽  
Chuan Mu Li
Keyword(s):  
Learning System ◽  
Learning Goals ◽  
Online Course ◽  
Tutoring System ◽  
Web Based ◽  
C Language ◽  
Course Materials ◽  
Integrated Environment ◽  
E Learning ◽  
Exam System

This paper introduces a Web-based tutoring system for computer programming that provides an integrated environment for web programming. The proposed system is web-based. It provides an online editor for writing, editing, updating, and executing programming code, so the students can execute examples and practical exercises online, it can help a student navigate through the online course materials, recommend learning goals, and generate appropriate reading sequences.. In addition, it provides auto complete and syntax highlighting in editing code, which could help students to remember the syntax more easily. The proposed system provides communication and interactive forum among students and teachers. And it provides the teachers with an online exam system. It monitors, collects and keeps information about students performance and activities. Therefore, teachers can use the recorded information to keep tracking of the students progress.

Cloud Based e-Learning Platform: An Effective Virtual Learning Environment for Higher Education Institutions

2020 ◽  
Vol 17 (9) ◽  
pp. 4585-4592
Author(s):  
Nidhi Gupta ◽  
Neeraj Sharma ◽  
Sanjay Sood
Keyword(s):  
Higher Education ◽  
Cloud Computing ◽  
Developed Countries ◽  
Virtual Learning Environment ◽  
Learning System ◽  
Education Standards ◽  
Web Based ◽  
Learning Platform ◽  
E Learning ◽  
Teaching Learning

The teaching-learning process, especially in higher education has always been a matter of great concern in developing countries as it makes the nation’s youth capable and is a mainstay towards its development. With the introduction of ICT, it has become even more important to change the learning methodology using the latest technologies like e-Learning, m-Learning, Cloud Computing etc., to match with the education standards of developed countries. This aim of this paper is to provide an insight about the use of e-Learning and cloud computing in HEIs. The paper also discusses the various cloud based adoption technologies used for HEIs and illustrates the comparative analysis of the web based and cloud based e-Learning system.

scholarly journals Integrasi Sistem Single Sign On Pada Sistem Informasi Akademik, Web Information System Dan Learning Management System Berbasis Central Authentication Service

2018 ◽  
Vol 1 (1) ◽  
pp. 48-54
Author(s):  
I Putu Agus Eka Darma Udayana
Keyword(s):  
Management System ◽  
State Of The Art ◽  
Learning System ◽  
Access Protocol ◽  
Web Based ◽  
Single Sign On ◽  
Student Management ◽  
User Management ◽  
Web Information System ◽  
E Learning

Elearning and web based information systems is a means to communicate and exchange information for academic purposes.  Nowadays lightweight directory access protocol (LDAP) is a state of the art method of choice. With LDAP technologies user only need one username and password to access to multiple web based application, The problem is if the user wanted to do autentification said user had to input their credentials over and over again for each application. To solve that problem single sign on mechanism (SSO) is invented. With SSO user only need login once and they got all the same credentials with them to all intergrated application wthin the campus. To implement the SSO we use Central authentication service (CAS) as a authentifiation central within LDAP structure as a user management. In this reseach we see that single sign on (SSO) system that intergrated into student management system, E-Learning system and  Internal blog system both use of database based system or even LDAP based system.

scholarly journals Sistem Informasi Pembelajaran Daring Dengan Metode Learner-Led Learning

2021 ◽  
Vol 8 (2) ◽  
pp. 156
Author(s):  
Herlambang Brawijaya ◽  
Samudi Samudi ◽  
Slamet Widodo
Keyword(s):  
Teaching And Learning ◽  
Modern Technology ◽  
Learning System ◽  
Learning Activities ◽  
The Internet ◽  
Web Based ◽  
Community Activities ◽  
Conventional Teaching ◽  
E Learning ◽  
Interactive Videos

Abstrak: Teknologi modern semakin pesat perkembangannya, sebagai masyarakat kita dapat merasakan hal positif dari perkembangan teknologi modern, salah satunya adalah internet. Memanfaatkan internet dengan hal positif dapat mempermudah kegiatan masyarakat, seperti dalam bidang pendidikan salah satunya adalah kegiatan belajar mengajar. Dengan adanya kegiatan belajar mengajar dapat menambah wawasan dan ilmu pengetahuan bagi masyarakat, akan tetapi terkadang pelajar bahkan pengajar yang melaksanakan kegiatan belajar mengajar tersebut terlalu terkekang oleh waktu dan peraturan yang berlaku pada tempat belajarnya. Hasil permasalahan yang penulis dapatkan pada kegiatan belajar mengajar konvensional adalah diharuskannya meluangkan waktu untuk pergi ke tempat belajar dan juga ditentukan durasi belajar mengajarnya bahkan diadakan peraturan yang terkadang membuat peserta sampai pengajar tidak nyaman dengan peraturan tersebut. Oleh karena itu penulis tertarik untuk menyelesaikan permasalahan tersebut dengan membuat sistem informasi pembelajaran (e-learning) dengan metode learner-led learning berbasis web yang dapat diakses dimanapun dan kapanpun tanpa mengeluarkan biaya dan tidak terkekang oleh waktu. Penelitian ini diharapkan dapat membantu dalam proses belajar mengajar dengan nyaman. Website ini juga menyediakan fasilitas seperti materi yang bersifat video dan artikel yang bertujuan bagi pelajar yang lebih nyaman belajar dengan video interaktif dan juga tersedia fasilitas sertifikat sebagai bukti bahwa pelajar telah berhasil dalam menyelesaikan soal dari materi yang dipelajarinya.   Kata kunci: pelajar, pembelajaran daring, pengajar, sistem pembelajaran, website   Abstract: Modern technology is growing rapidly, as a society we can feel positive things from the development of modern technology, one of which is the internet. Using the internet with positive things can facilitate community activities, such as in the field of education, one of which is teaching and learning activities. With teaching and learning activities, it can add insight and knowledge to the community, but sometimes students and even teachers who carry out teaching and learning activities are too constrained by time and the regulations that apply to the place of study. The results of the problems that the authors get in conventional teaching and learning activities are that they are required to take the time to go to the place of study and also determine the duration of teaching and learning and even make regulations that sometimes make participants until the teacher is not comfortable with these rules. Therefore, the authors are interested in solving these problems by creating a learning information system (e-learning) with a web-based learner-led learning method that can be accessed anywhere and anytime without incurring costs and not being constrained by time. This research is expected to help in the teaching and learning process comfortably. This website also provides facilities such as video materials and articles aimed at making students more comfortable learning with interactive videos and certificate facilities are also available as evidence that students have succeeded in solving problems from the material they have studied.   Keywords: e-learning, learning system, student; teacher, website

scholarly journals Pembelajaran E-Learning Berbasis Web Bagi Pengajar untuk Mendukung Kegiatan Perkuliahan di Politeknik Negeri Padang

2017 ◽  
Vol 12 (2) ◽  
pp. 43
Author(s):  
Maimuzar - ◽  
Nasrul -
Keyword(s):  
Design Process ◽  
Learning System ◽  
Web Based ◽  
Teaching Activities ◽  
The Real ◽  
Design And Implementation ◽  
Learning Evaluation ◽  
E Learning ◽  
To Receive ◽  
The Web

We-based e-Learning System can be used to support lecture’s activity. Lecturer as a teacher need a servise of the Sistim which suitable for their activities. Lecturer’s activities consist of delivering materials, discussion and interaction with their students. Because of that the aplication design is needed to support the activities of lectures.             Designing the web based e-Learning System is intended to give a service on the lecture. Lecture can do their teaching activities, delivering the materials and administering it using this e-Learning aplication. From the student side, they have to receive the materials easily from anywhere at anytime. This research have an objective to design a web based e_learning System which give an adequate service supporting the lecturer’s activities. Lecture can use this aplication ti deliver their materials, communicating and interacting with their student, observing the progress of students and give result of learning evaluation from the web.             The design and implementation of this e-learning application is based on the requirement of the users. The users consist of lecturer, student, quest, and administrator. The process of aplication design is built within Sistimatical stages. After finishing the design process, the aplication is implemented on the real Sistim. Doing the design testing and functional is to test if the aplication can go well together with design and funtionality.e-Learnign aplication that has been built is designed based on lecturer’s need when doing their lecture’s activities. This e-Learning aplication can be used as contribution for building new aplication or5 improving others that has already exist.

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