scholarly journals KOREKSI UJIAN ESSAY OTOMATIS DENGAN TEXT MINING PADA E-LEARNING STIKOM BALI

2019 ◽  
Vol 5 (2) ◽  
Author(s):  
Ida Bagus Ketut Surya Arnawa

<p>ABSTRACT<br />One of the most important things in the world of education is evaluation in the learning process. The purpose of conducting an evaluation process is to find out the extent to which students understanding a material that has been delivered. There are several ways that can be done in conducting an evaluation, one of them is by giving exam questions to measure students' abilities. STIKOM Bali has implemented online evaluation through e-learning system. The evaluation model developed in the form of essay exam questions where students are asked to input answers to each question. But in its implementation the lecturer is still experiencing difficulties and requires more time in correcting the answers to the exam questions. This can affect the decline in objectivity in the assessment. The efforts that need to be made to overcome these problems need to be developed techniques that can automatically correct the results of essay exams using the Rabin Karp algorithm. The results obtained from the development of automatic correction techniques using the Rabin Karp algorithm are that they have succeeded in making automatic corrections to the results of the essay exam by matching the answers of students with the answer key using parsing-gram and hashing. The final score of the essay exam is a number from 1 to 100.<br />Keywords: Rabin-Karp, automatic correction, essay.<br />ABSTRAK<br />Salah satu hal yang terpenting dalam dunia pendidikan adalah evaluasi dalam proses pembelajaran. Adapun tujuan melakukan proses evaluasi adalah untuk mengetahui sejauh mana pemahaman mahasiswa dalam menyerap/memahami suatu materi yang telah disampaikan. Ada beberapa cara yang dapat dilakukan dalam melakukan evaluasi salah satunya dengan memberikan soal ujian guna untuk mengukur kemampuan mahasiswa. STIKOM Bali sudah menerapkan evaluasi online melalui sistem e-learning. Model evaluasi yang dikembangkan berupa soal ujian essay dimana mahasiswa diminta menginputkan jawaban pada masing-masing soal. Namun dalam implementasinya dosen masih mengalami kesulitan dan membutuhkan waktu yang lebih dalam melakukan koreksi jawaban dari soal ujian. Hal ini dapat mempengaruhi penurunan objektifitas dalam penilaian. Adapun upaya yang perlu dilakukan untuk menanggulangi permasalan tersebut perlu dikembangkan teknik yang dapat mengkoreksi otomatis hasil ujian essay dengan menggunakan algoritma Rabin Karp. Hasil yang didapat dari pengembangan teknik koreksi otomatis menggunakan algoritma Rabin Karp yaitu sudah berhasil melakuakan koreksi secara otomatis hasil ujian essay dengan cara mencocokan jawaban mahasiswa dengan kunci jawaban menggunakan parsing -gram dan hashing. Nilai akhir dari penilaian ujian essay berupa angka dari 1 sampai 100.<br />Kata Kunci : Rabin-Karp, koreksi otomatis,essay.</p>

2022 ◽  
Vol 16 (1) ◽  
pp. 132
Author(s):  
Ignatius Adrian Mastan ◽  
Dana Indra Sensuse ◽  
Ryan Randy Suryono ◽  
Kautsarina Kautsarina

Research in the field of e-learning is currently experiencing rapid development, especially due to the covid 19 pandemic. The application of e-learning in the world of education is currently the main thing and requires evaluation of its use. This study aims to determine the evaluation of models and trends in the development of e-learning (Learning Management System). Applying the Kitchenham approach, this System Literature Review (SLR) uses three main databases including Science Direct, ACM, SCOPUS. The final result obtained 38 articles published between 2016 and 2021. From this SLR, it was found that there were 7 criteria, namely Platform, Evaluation Model, Evaluation, Model, Approach, Problem, Trend and Challenge. These 7 criteria can be used for further research on e-learning. Thus this research provides knowledge about criteria that can be used further in research on E-learning and provides insight into its state-of-the-art.


2017 ◽  
Vol 7 (1) ◽  
pp. 15-32 ◽  
Author(s):  
Rachid Dehbi

The e-Learning solution is one of the most discussed priorities of modern universities. The whole problem lies in the global approach of which strategy must use to create e-Learning system. This paper describes an evaluation model for some of the existent methodologies based on model driven engineering used to create e-Learning system. The evaluation model is based on a comparative study and multi-criteria analysis: adaptability, transformation process, Bases and standards, Open Distance Learning cycle, model reuse, component reuse, Model Driven Architecture use. The proposed comparative is realized by using the Multi-criteria analysis method: Rank Order Centroid, where we join some of the used characteristics by these methodologies to compare.


Author(s):  
Shantha Fernando

Around the world, e-learning is becoming popular, especially among higher education institutes (universities). Many highly ranked universities have either already deployed an e-learning system and are fully operational, or they are in a process of deployment where e-learning-based and non e-learning-based educational environments co-exist. It is also possible to find a few virtual universities. The amount of money and effort that has to be spent on e-learning is high. In addition to the initial e-learning system installation costs, there are ongoing maintenance, management and content development costs. Due to the rapid growth in the field of e-learning and the role it plays in today’s education systems, those working in the field have begun to introduce standards for different aspects of e-learning. The Open Knowledge Initiative (OKI) which is described as “a collaboration among leading universities and specification and standards organizations to support innovative learning technology in higher education” is an example (OKI, 2003).


Author(s):  
Dana Indra Sensuse ◽  
Darmawan Baginda Napitupulu

<p>E-learning is a model of delivering learning content electronically with the help of computers and multimedia. ABC University has implemented the e-learning system for two (2) years in order to improve the quality of teaching and learning process. This study aims to determine the level of user acceptance, especially from the perspective of students. In other words, this study also wants to evaluate the implementation of e-learning systems in higher education as well as identifying any factors that encourage students to use e-learning system especially in ABC University. The research method used was survey with the approach of TAM (Technology Acceptance Model) as the technology acceptance evaluation model consisting of two main factors: perceived ease of use and perceived usefulness. The results showed perceived usefulness significantly positive influence on user acceptance, while perceived ease of use did not significantly influence on user acceptance. The perceived ease of use also significantly positive influence perceived usefulness. The variance of user acceptance could be explained by two factors about 50.5%. </p>


2020 ◽  
Vol 2 (1) ◽  
pp. 95-102
Author(s):  
V. M. Kukharenko ◽  
◽  

This paper analyzes the world sources and considers the evolution of the e-learning system in the world, which are necessary for the formation of the e-learning system of the educational institution. The object of research is modern information pedagogical technologies that change the educational process. Subject of research – various educational technologies (distance, mixed, mobile, micro-) learning that influence the effectiveness of the educational process. The purpose is to identify the main elements that create the global e-learning system and to define the structure of the system for use in educational institutions. It is shown that in the first stage distance courses played the role of delivery of educational materials to the student. The development of web 2.0 technology and the advent of LMS have changed the way we learn. Pedagogical theories, the pedagogical instructional model ADDIE, and the use of Bloom's taxonomy allowed for student collaboration and active communication. The distance learning course is focused on achieving and measuring learning outcomes. In the third stage, all components of the world eLearning system are present: methodical, informational, technological, software and technical, personnel, regulatory, planning and development, monitoring and control. The components of the subsystems are variable in nature. Such a system is the basis for the strategy and tactics of the development of the e-learning system in the educational organization and its structural units. The most important is the planning and development subsystem, which defines the ways of development of the educational organization, the strategy and tactics of development of the e-learning system of the university, the required staff potential and the system of professional development of teachers. For its effective work it is necessary to have trained content curators who follow the most influential content curators of the world. Members of this team provide certification for distance courses in accordance with the organization standard. National Technical University "Kharkiv Polytechnic Institute" conducts systematic work in this area, conducts open distance courses for developers, tutors, content curators and experts for teachers of educational institutions of Ukraine. Developed distance courses that measure the competence of trained professionals ensure high efficiency of dual learning. More than 2,100 teachers of educational establishments of Ukraine have enrolled in the open distance courses, more than 320 teachers have successfully completed the courses.


2018 ◽  
Vol 9 (1) ◽  
pp. 62
Author(s):  
Riza Noviana Khoirunnisa ◽  
Damajanti Kusuma Dewi ◽  
Desi Nurwidawati

Conventional learning method is viewed to be less effective because it poses the problems of space and time. Information Technology offers a method for more effective online learning called e-learning. This research aims to develop e-learning for the module of Child Development at Department of Psychology Universitas Negeri Surabaya. This study was a developmental research project that used the method of ADDIE (Analysis, Design, Development, Implementation, Evaluation). This model was chosen because the stages of its development are deemed appropriate especially for the refinement and implementation of e-materials in online system which facilitates the interactions among students and between the students and lecturers. The subjects of this study were 34 undergraduate psychology students who participated in the module of Child Development. This study was conducted during four meetings. The results of this study were e-material products which were uploaded in online learning system. The e-materials have been validated by experts. A questionnaire to record students’ responses on the e-materials was used. The analysis on the data resulted from students’ responses shows that there is no significant effect of the  e-learning application in the module of Child Development on the students’ learning achievement. Keywords: Online learning, child development module, ADDIEAbstrak: Metode pembelajaran konvensional dirasakan menjadi kurang efektif karena terbentur masalah ruang dan waktu. Teknologi Informasi menawarkan metode pembelajaran yang dinamakan metode e-learning. Penelitian ini bertujuan untuk mengembangkan pembelajaran e-learning pada mahasiswa yang memprogrram mata kuliah Perkembangan Anak di Jurusan Psikologi. Metode penelitian menggunakan Model ADDIE (Analysis, Design, Development, Implementation, Evaluation). Model ini dipilih karena tahapan-tahapan pengembangannya dipandang sesuai terutama untuk penyempurnaan dan implementasi bahan ajar e-materi dalam sistem online dan fasilitas interaksi mahasiswa dengan dosen dan antar mahasiswa. Subjek penelitian ini adalah mahasiswa yang memprogram mata kuliah Perkembangan Anak sejumlah 34 mahasiswa. Pelaksanaan penelitian ini dilaksanakan selama empat kali pertemuan. Hasil penelitian ini adalah produk e-material yang telah divalidasi oleh ahli. Kuesioner disebarkan untuk diisi oleh mahasiswa dengan tujuan untuk mengukur respon mereka atas penggunaan e-learning dan e-material. Hasil analisis data menunjukkan bahwa tidak ada pengaruh signifikan dari penerapan pembelajaran e-learning terhadap hasil belajar mahasiswa.


2021 ◽  
Vol 11 (2) ◽  
pp. 61-65
Author(s):  
Muneswary a/p Saminathan ◽  
Norhaida Mohd Suaib

Training evaluation can be defined as a way of measuring how well users learn and adapt to a system or software. Various methods have been developed to carry out training evaluations of systems or software over the past few decades. A systematic literature review report on the assessment training model was conducted to give different views on the usability aspects of the proposed approach. This study provides a current systematic review of training evaluation on skill-based system or software. The particular purpose of the review is to explore the research as preliminary step that helps in choosing the right type of training evaluation model for skill-based E-learning system or software. There is a lack of appropriate models available through the specific gaps in literature and finding especially for skill-based E-learning system evaluation.


2022 ◽  
Vol 2 (1) ◽  
pp. 8-17
Author(s):  
QURROTUL UYUN

The COVID-19 pandemic that has hit the world since 2019 has resulted in the world of education in Indonesia, which was initially required to conduct online or online learning at home. Until now, the number of Covid cases in Indonesia has decreased. Finally, the education office has implemented a hybrid learning system or offline and online learning. . Solutions for hybrid learning through several applications such as Whatsapp groups, Zoom, Google classroom, Google meet, Quipper and so on. With this application, teachers are required to be creative in delivering hybrid learning, therefore in addition to using this application, researchers use flipbooks to support hybrid learning. The method in this study using ADDIE namely Analysis, Design, Development, Implementation and Evaluation. The purpose of this study is to provide meaningful and fun learning and not boring without giving assignments that are too heavy so that it makes students uncomfortable because there are many assignments and too much material is delivered in a monotonous way. The results from the validation of the expert team were obtained at 86.5%, which means that the e-book is very suitable to be used and received a positive response with a percentage value of 89.5% resulting in a positive response. The conclusion that can be narrowed is that e-learning online learning using Flipbook with trigonometry material for class XI Science is declared effective because students can understand trigonometry material even though the learning is done in a hybrid way. ABSTRAKPandemi covid-19 yang melanda dunia sejak tahun 2019 mengakibatkan dunia pendidikan di Indonesia yang awalnya diharuskan melakukan pembelajaran secara daring atau dalam jaringan yang dilakukan dirumah hingga saat ini kasus covid di Indonesia semakin menaurun akhirnya dinas pendidikan memberlakukan sistem pembelajaran secara hybrid atau pembelajaran luring dan daring. Solusi untuk pembelajaran hybrid melalui beberapa aplikasi seperti Whatsapp grup, Zoom, Google classroom, Google meet, Quipper dan lain sebagainya. Dengan aplikasi tersebut guru dituntut kreatif dalam menyampaikan pembelajaran secara hybrid, oleh karena itu selain menggunakan aplikasi tersebut peneliti menggunakan flipbook untuk penunjang pembelajaran hybrid. Metode pada penelitian ini menggunakan ADDIE yaitu Analisis, Design, Development, Implementasi dan Evaluasi. Tujuan dari penelitian ini untuk memberikan pembelajaran bermakna serta menyenangkan dan tidak membosankan tanpa memberikan tugas yang terlalu berat sehingga membuat peserta didik tidak nyaman karena banyak tugas dan terlalu banyak materi yang disampaikan dengan cara monoton. Hasil dari validasi tim ahli didapat sebesar 86,5% dengan artian e-book sangat layak digunakan dan mendapat respon positif dengan nilai presentase 89,5% menghasilkan respon positif. Kesimpulan yang dapat dikerucutkan adalah pembelajaran daring secara e-learning menggunakan Flipbook dengan materi trigonometri kelas XI IPA dinyatakan efektif karena peserta didik dapat paham materi trigonometri meskipun pembelajaran dilakukan secara hybrid


2021 ◽  
Vol 1 (1) ◽  
pp. 127-133
Author(s):  
V Pratiwi ◽  
◽  
S L Rahman ◽  

The purpose of this study is to determine the positive effects of e-learning systems on improving student's understanding of concepts and comparing e-learning with old learning system. Nowadays, the internet is one of the way to find informations easily without reading books and attending classes. The method used in this research is literature study method by obtaining information and data from various sources. The results from this study is that e-learning can improve students' cognitive abilitiesas it is easier to access words, powerpoint, html or PDF in the application. The conclusion is that e-learning can be used as a learning innovation that can help teachers and students using the Software Learning Management System


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