PERSONALISASI MATEMATIS DALAM E-LEARNING MELALUI LEARNING MANAGEMENT SYSTEM

2020 ◽  
Vol 12 (34) ◽  
Author(s):  
Euis Setiawati
Keyword(s):  
Management System ◽  
Learning Management System ◽  
Rapid Development ◽  
Mathematics Learning ◽  
Descriptive Analysis ◽  
Scientific Paper ◽  
Learning Objects ◽  
New Paradigm ◽  
E Learning ◽  
Learning Management

The rapid development of science and technology has not fully brought a new paradigm in learning mathematics, seen by a large number of internet users only limited to the use of social media in every circle. The purpose of writing this scientific paper is to describe elearning as a way of learning built by the Learning Management System (LMS), and how this system can play a role in personalizing mathematical concepts. The research method used is descriptive analysis by collecting data, compiling or classifying, analyzing, and interpreting several types of software commonly used in e-learning. The results of the analysis show that mathematical personalization can occur by utilizing the features contained in the topics of LMS and is very useful for building learning objects that are suitable to overcome various didactic obstacles in mathematics learning, encourage more semiotic coordination in presentations, and avoid bad classroom practices during mathematics learning. Personalization through LMS can also produce different didactic abilities by considering the profiles of students.  Keywords: personalization, mathematics, e-learning, learning management system.

scholarly journals New Weighted Clustering Approach to Map and Prioritise Learning Knowledge Objects towards Learning Approaches

2016 ◽  
Vol 11 (06) ◽  
pp. 28
Author(s):  
Sai Sabitha ◽  
Deepti Mehrotra ◽  
Abhay Bansal
Keyword(s):  
Management System ◽  
Learning Experience ◽  
Learning Management System ◽  
Feature Space ◽  
Learning Objects ◽  
Learning Approaches ◽  
Course Content ◽  
E Learning ◽  
Knowledge Objects ◽  
Learning Management

To have a unique learning experience and a high learning impact, diverse courses should be incorporated in e-Learning. Learning Management System, a tool in e-Learning manages and delivers content to users. Learning Objects (LO), the course content is the fundamental unit of Learning Management System. Knowledge Object of Knowledge Management System can also be a viable resource in technology supported learning. A learning scenario for a given learner has to be identified. The course content (LO) has to match their learning skills. Data mining techniques can be widely used to find similar objects and K-Mean clustering technique can be used to produce more consistent clusters. The clusters can have strong and similar concepts of Learning Knowledge Objects. A new algorithm, a weighted cosine distance that gives real-valued distances between instances which further modifies the structure of the feature space is used for prioritising objects in clusters. These objects can be further mapped to learning approaches of the users. An experiment is conducted by using Learning and Knowledge Objects to understand the effectiveness of the weighted measure, thereby a personalized holistic learning environment is provided to the learners.

scholarly journals PENGEMBANGAN LEARNING MANAGEMENT SYSTEM (LMS) DALAM IMPLEMENTASI MEDIA PEMBELAJARAN DI PERGURUAN TINGGI

Perspektif ◽  
2021 ◽  
Vol 1 (2) ◽  
pp. 143-150
Author(s):  
Rahabistara Tito Hardika
Keyword(s):  
Higher Education ◽  
Management System ◽  
Learning Management System ◽  
Rapid Development ◽  
Design Development ◽  
Analysis And Design ◽  
E Learning ◽  
Analysis Design ◽  
Learning Management

Abstrak Semakin berkembang pesatnya teknologi sejalan pula dengan semakin berkembangnya kualitas Pendidikan khusunya jenjang Perguruan Tinggi. Pembelajaran daring atau online melalui e-learning yang biasa disebut Learning Management System (LMS) merupakan cerminan kualitas dari Perguruan Tinggi yang mana harus mampu memanfaatkan peran terknologi tersebut untuk dapat mengembangkan model pembelajaran jarak jauh. Pengembangan LMS harus didesain dan dikembangkan secara maksimal untuk menunjang segala keperluan yang dibutuhkan pengguna LMS tersebut yaitu mahasiswa, dosen, dan tenaga kependidikan. Pengembangan LMS ini disusun berdasarkan model ADDIE yaitu dengan Analysis, Design, Development or Production, Implementation or Delivery, and Evaluation. Hasil rancangan berupa menganalisis kompetensi, analisis karakteristik sumber daya manusia (SDM), dan analisis instruksional yang mana dari Perguruan Tinggi menemukan permasalahan di lapangan terkait penggunaan LMS sebagai media pembelajaran. Berdasarkan hasil analisis, maka diputuskan bahwa rencana pembelajaran semester (RPS) adalah desain pokok untuk mengembangkan LMS yang mana RPS harus sesuai dan memuat skema pembelajaran semester serta capaian pembelajaran mata kuliah, sehingga seluruh dosen akan mengikuti pelatihan pembuatan RPS yang muatan materinya disesuaikan dengan kebutuhan para dosen dalam penggunaan LMS sebagai media pembelajaran. Berdasarkan hasil analisis dan desain yang telah disusun maka tim pengembangan Learning Management System (LMS) melakukan kajian materi dan mengembangkan modul pelatihan penggunaan LMS dengan mengidentifikasi fitur-fitur yang ada bagi dosen dan mahasiswa. Selanjutnya adalah menerapkan sistem dan desain pelatihan pengembangan serta penggunaan LMS yang telah disusun sehingga tujuan - tujuan yang telah ditetapkan sebelumnya bisa tercapai dengan baik. Setelah itu dilakukan evaluasi untuk seluruh materi yang telah diberikan dalam penggunaan dan pengembangan LMS serta masukan terkait kendala serta tambahan fitur di LMS oleh pengguna. Abstract The rapid development of technology is also in line with the development of the quality of education, especially at the higher education level. Online learning or online through e-learning which is commonly called Learning Management System (LMS) is a reflection of the quality of Higher Education which must be able to take advantage of the role of technology to be able to develop distance learning models. LMS development must be designed and developed optimally to support all the needs needed by the LMS users, namely students, lecturers, and education staff. The development of this LMS is based on the ADDIE model, namely Analysis, Design, Development or Production, Implementation or Delivery, and Evaluation. The results of the design are in the form of analyzing competencies, analyzing the characteristics of human resources (HR), and instructional analysis which universities find problems in the field related to the use of LMS as a learning medium. Based on the results of the analysis, it was decided that the semester learning plan (RPS) is the main design for developing an LMS in which the RPS must be appropriate and contain the semester learning scheme and the learning outcomes of the courses so that all lecturers will attend training in making RPS whose material content is adjusted to the needs of the students. lecturers in using LMS as a learning medium. Based on the results of the analysis and design that have been prepared, the Learning Management System (LMS) development team conducts a material review and develops a training module for using the LMS by identifying the features available for lecturers and students. Next is to implement the system and design of development training and use of the LMS that has been prepared so that the goals that have been previously set can be achieved properly. After that, an evaluation is carried out for all the materials that have been provided in the use and development of the LMS as well as input related to obstacles and additional features in the LMS by users.

scholarly journals Conceptual design of the new generation adaptive learning management system

2018 ◽  
Vol 7 (2.28) ◽  
pp. 129 ◽  
Author(s):  
Aleksandrs Gorbunovs ◽  
Zanis Timsans ◽  
Bruno Zuga ◽  
Viktors Zagorskis
Keyword(s):  
Adaptive Learning ◽  
Management System ◽  
Learning Management System ◽  
Knowledge Society ◽  
Learning Objects ◽  
High Performing ◽  
Learning Path ◽  
E Learning ◽  
Learning Management ◽  
And Behavior

Taking into account that each new day an amount of daily processed data grows exponentially, it is obvious that knowledge society needs flexible, effective and high performing tools to retrieve, learn and apply necessary information. Learning management systems become more and more intelligent and adaptive. Learning analytics instruments give course developers a possibility to assess and analyze learners’ activities and behavior patterns within e-learning environment, allowing to propose them personalized self-paced learning path and types of learning objects. This paper discusses challenges in development of adaptive learning management system and outlines its prospective models and properties.  

MENGUKUR KESIAPAN (READINESS) MAHASISWA BARU UNTUK IMPLEMENTASI E-LEARNING UNIVERSITAS

2020 ◽  
Vol 12 (1) ◽  
pp. 29-35
Author(s):  
Novita Mariana ◽  
Agus Prasetyo Utomo ◽  
Rara Sri Artati Rejeki
Keyword(s):  
Focus Group ◽  
Management System ◽  
Word Association ◽  
Learning Management System ◽  
Readiness Assessment ◽  
Learning Readiness ◽  
Depth Interview ◽  
E Learning ◽  
Learning Management

Penelitian ini hanya sampai pada hasil rancangan instrument (kuesioner) untuk mengukur kesiapan (readiness) mahasiswa baru untuk implementasi e-learning Universitas Stikubank Semarang. Dasar dari perancanngan kuesioner adalah adanya  hal-hal penting dalam untuk mendapatkan informasi penting tentang kesiapan mahasiswa baru untuk implementasi e-learning Universitas. Untuk menghasilkan instrumen pengukur kesiapan e-learning yang sesuai harus dipahami terlebih dahulu konsep e-learning, kesiapan e-learning, dan penilaian kesiapan e-learning (e-learning readiness assessment). Konsep elearning yang diterapkan saat ini di Universitas Sikubank yaitu proses penyampaian materi kuliah yang meliputi penempatan materi dan interaksi antara dosen dan mahasiswa melalui Internet, yang difasilitasi oleh suatu learning management system (LMS) yang berbasis Web. Berangkat dari konsep e-learning yang diterapkan, maka dibuat studi eksploratori untuk mengetahui faktor-faktor yang menentukan kesiapan e-learning mahasiswa. Agar peneliti bisa mendapatkan pemahaman lebih jauh mengenai suatu masalah dan faktor-factor utama penentunya, dapat dilakukan penelitian yang bersifat kualitatif. Penelitian kualitatif bersifat eksploratori, tidak terstruktur, dan berdasar pada sampel yang kecil. Penelitian ini dapat dilakukan dengan mendayagunakan teknik seperti focus group (wawancara berkelompok), word association (bertanya pada responden untuk mengindikasikan respon pertama mereka pada kata-kata stimulus yang disampaikan), dan depth interview (wawancara satu-satu untuk mengetahui pikiran responden secara detil). Hasil dari suatu studi yang bersifat eksploratori sebaiknya diikuti oleh penelitian eksploratori lain atau oleh penelitian yang bersifat konklusif. Dalam studi eksploratori yang dilakukan dalam penelitian ini, teknik yang digunakan adalah Wawancara (interview).Tujuan utamanya adalah mendapatkan pengertian mendalam akan hal yang menjadi minat peneliti dengan mendengarkan sekelompok orang yang relevan dengan minat tersebut. Langkah untuk menjalankan wawancara adalah menentukan sasaran atau pertanyaan yang harus dijawab. Dalam hal ini, sasaran wawancara adalah harus dapat mengidentifikasi pandangan mahasiswa mengenai e-learning, kondisi kesiapan e-learning, dan beberapa instrument pengukur kesiapannya. Dari hasil tersebut terlihat bahwa Pada mahasiswa, faktor yang dianggap mempengaruhi kesiapan mahasiswa adalah kemampuan komputer mahasiswa, fasilitas yang disediakan universitas, dan kekuatan motivasi mahasiswa menggunakan Learning Managemen System.  

scholarly journals Recommendation System Based On Association Rules For Distributed E-Learning Management Systems

2015 ◽  
Vol 67 (1) ◽  
pp. 99-104 ◽  
Author(s):  
Gabroveanu Mihai
Keyword(s):  
Association Rules ◽  
Management System ◽  
Recommendation System ◽  
Learning Management System ◽  
Distributed Learning ◽  
Learning Management Systems ◽  
Management Systems ◽  
User Data ◽  
E Learning ◽  
Learning Management

Abstract Traditional Learning Management Systems are installed on a single server where learning materials and user data are kept. To increase its performance, the Learning Management System can be installed on multiple servers; learning materials and user data could be distributed across these servers obtaining a Distributed Learning Management System. In this paper is proposed the prototype of a recommendation system based on association rules for Distributed Learning Management System. Information from LMS databases is analyzed using distributed data mining algorithms in order to extract the association rules. Then the extracted rules are used as inference rules to provide personalized recommendations. The quality of provided recommendations is improved because the rules used to make the inferences are more accurate, since these rules aggregate knowledge from all e-Learning systems included in Distributed Learning Management System.

scholarly journals A Reflection on the Online Lectures

2020 ◽  
Vol 3 (9) ◽  
pp. 203-208
Author(s):  
Gracia M. N. Otta
Keyword(s):  
Online Learning ◽  
Management System ◽  
Online Teaching ◽  
Learning Management System ◽  
Mobile Data ◽  
Cross Cultural Communication ◽  
Online Lectures ◽  
E Learning ◽  
Learning Management ◽  
Teaching Learning

The phenomenon of Coronavirus Disease 2019 forced the education system in Indonesia to be run online. The descriptive qualitative method was usedin this research to investigate some cases faced by the Fourth Semester Students of the English Department, Nusa Cendana University toward online learning in Cross-Cultural Communication Lecture. It was conducted to answer students’ perceptions, solutions, and expectations in joining online lectures for the last three months in the Even Semester of Academic Year 2019-2020. To collect the data, and a non-facial interview technique was applied through some online Learning Management System; e-learning by Nusa Cendana University and Google Classroom. The data were analyzed by categorizing the students’ answers. The result of this study showed that11.43% were ready for online lectures, while those who prefer regular classes were 82.86%.Only 27.14% could meet the needs of online lectures since they had available mobile data, while 47.14% frankly stated having mobile data problem. It can be concluded that there were some changes in learning culture that forced students to deal with online teaching-learning activities. Undeniable, it was not easy to organize except well prepared from the very first beginning of class by having Course Contract which only needed to be changed into an online form. Yet, their expectations for universities and government to increase Learning Management System and subsidies for the needs of mobile data bundle (for teachers, lecturers, and students).

scholarly journals Perception and Readiness Towards Integration of Learning Management System (LMS) Into Open and Distance Education

2021 ◽  
Author(s):  
Tolulope Fashina ◽  
Oluwajoba Adisa
Keyword(s):  
Information And Communication Technologies ◽  
Undergraduate Students ◽  
Management System ◽  
Teaching And Learning ◽  
Learning Management System ◽  
Rapid Development ◽  
Classroom Interaction ◽  
Information And Communication ◽  
Learning Management ◽  
Integration Of Learning

The rapid development of information and communication technologies has led to the use of new and digital technologies in education which involves combinations of text, graphics, audio, video, animations and other eLearning resources such as authoring tools, Learning Management System (LMS), Mobile learning and others. Arguably, using LMS leaves much to be desired. The inherent problem here is that the future of extensive adoption of ICT via LMS to enhance and promote classroom interaction in Open and Distance Learning (ODL) is bleak. This is worrisome given that the country is lagging far behind in the innovative use of this web 2.0 technology to impart knowledge. Further, the low-level application of LMS in instruction connotes the loss of inherent advantages in its adoption. Also, the online setting which makes students less nervous and interactive, sharing of ideas and viewpoints; and a host of other benefit will be lost. While evidence has shown that LMS is not a new phenomenon, the use of LMS in ODL is still at its infancy, particularly in Nigeria. Research in this area is rare. A quick search on prominent research databases could testify that. It is on this thrust that this study investigates University of Ibadan undergraduate students’ perceived roles and readiness towards integration of learning management system into teaching and learning.

scholarly journals Autonomy and Creative Thinking Skills of Prospective Elementary School Teacher Students in Learning Mathematics with Science Phenomena assisted by the Learning Management System

2021 ◽  
Vol 20 (8) ◽  
pp. 160-175
Author(s):  
Suprih Widodo ◽  
Turmudi Turmudi ◽  
Rizki Rosjanuardi
Keyword(s):  
Elementary School ◽  
Student Teachers ◽  
Management System ◽  
Creative Thinking ◽  
Learning Management System ◽  
School Teacher ◽  
Mathematics Learning ◽  
Thinking Skills ◽  
Elementary School Student ◽  
Learning Management

This research intends to explain the autonomy and creative thinking skills of prospective elementary school student teachers in mathematics with the learning management system (LMS)-assisted science phenomenon. The data collection was done by using test instruments in the form of essay questions to capture the creative thinking skills and a non-test in the form of a questionnaire was used to capture the autonomy skills of prospective elementary school student teachers. The data were analysed through several stages, namely data reduction, data presentation, data conclusions, and data validation using triangulation. The result of the research shows that using the LMS can improve the creative thinking skills of prospective elementary school teachers, while their autonomy skills in experimental classes and control classes indicate no difference. This happens because students were given the same opportunity to explore the material independently. Thus, a way to develop autonomy through mathematics learning needs to be explored.

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