scholarly journals Adaptive Online Module Prototype for Learning Unified Modelling Language (UML)

2016 ◽  
Vol 6 (6) ◽  
pp. 2931 ◽  
Author(s):  
Arief Hidayat ◽  
Victor Gayuh Utomo
Keyword(s):  
Online Learning ◽  
Learning Styles ◽  
Learning Style ◽  
Verbal Learning ◽  
Unified Modeling Language ◽  
Software Systems ◽  
Learning Material ◽  
Online Module ◽  
Industry Standard ◽  
Online Learning Resources

Every student has their own learning style. Some students may prefer to read the learning material while some other students may prefer to discuss with their colleagues to help them understanding the information more effectively. One of the learning materials is Unified Modeling Language or UML. UML is an industry standard language to specify, visualize, construct, and document the artifacts of software systems. Today, many UML online learning sites are designed to give added information to students other than face-to-face interaction in the classroom. However, most of UML materials provided by the online learning resources are limited to text-based material which is suitable only for students with verbal learning styles. This research aims to identify and analyze the needs before developing a prototype of an adaptive online module. The research is also driven by the need to develop a prototype of adaptive online module that is based on the student's learning style categories in order to help students understand UML better. The result of this research is a prototype of adaptive online module which will identify students' learning styles and lead the students to learning environment that suits their learning style.

Adaptive Online Module Prototype for Learning Unified Modelling Language (UML)

2016 ◽  
Vol 6 (6) ◽  
pp. 2931 ◽  
Author(s):  
Arief Hidayat ◽  
Victor Gayuh Utomo
Keyword(s):  
Online Learning ◽  
Learning Styles ◽  
Learning Style ◽  
Verbal Learning ◽  
Unified Modeling Language ◽  
Software Systems ◽  
Learning Material ◽  
Online Module ◽  
Industry Standard ◽  
Online Learning Resources

<table width="562" border="1" cellspacing="0" cellpadding="0"><tbody><tr><td valign="top" width="387"><p>Every student has their own learning style. Some students may prefer to read the learning material while some other students may prefer to discuss with their colleagues to help them understanding the information more effectively. One of the learning materials is Unified Modeling Language or UML. UML is an industry standard language to specify, visualize, construct, and document the artifacts of software systems. Today, many UML online learning sites are designed to give added information to students other than face-to-face interaction in the classroom. However, most of UML materials provided by the online learning resources are limited to text-based material which is suitable only for students with verbal learning styles. This research aims to identify and analyze the needs before developing a prototype of an adaptive online module. The research is also driven by the need to develop a prototype of adaptive online module that is based on the student's learning style categories in order to help students understand UML better. The result of this research is a prototype of adaptive online module which will identify students' learning styles and lead the students to learning environment that suits their learning style.</p></td></tr></tbody></table>

scholarly journals Research on the differences of students’ learning styles and knowledge integration in SPOC learning: a case study of course “Basic Portuguese”

2021 ◽  
Vol 18 (1) ◽  
pp. 12-26
Author(s):  
Jing Hu ◽  
Silva Maria Do Carmo Vieira
Keyword(s):  
Online Learning ◽  
Learning Styles ◽  
Learning Style ◽  
Knowledge Construction ◽  
Knowledge Integration ◽  
Teaching Method ◽  
Integration Theory ◽  
Online Data ◽  
Learning Behaviors ◽  
Learning Platform

Problem and goal. With the advent of the information age, Internet-based online learning has also become one of the learning methods chosen by many learners. They can use these online learning platforms to complete knowledge construction while learning offline. Methodology. Most studies of learning behaviors focus on the discovery of the best learning model and disregard the possible impact of different learning behaviors on knowledge construction. Therefore, based on the Felder - Silverman learning style model, this article uses the Solomon learning style scale to improve the design of the questionnaire and collect four-dimensional differential learning behaviors data. In order to further understand the influence of learning styles on the effectiveness of online learning, we also use online learning data on the Small Private Online Course platform and general cognitive intelligence knowledge integration theory to clarify the relation between learning modes and individuals differences. Results. This study observes and analyzes the learning behavior data of 46 students of Nankai University in the SPOC learning platform, also analyzes the differences in learning styles and knowledge construction of students in the SPOC environment. Compared with the traditional Basic Portuguese teaching method, the blended teaching model based on the Chaoxing Learning platform has unparalleled advantages. Interactions inside and outside the classroom, improving student participation and promoting teaching diagnosis. Conclusion. Through a comprehensive analysis of questionnaire data and online data, we found that some learning styles have different effects on the effectiveness of online learning, ignoring the individual differences of learners will still cause problems in knowledge construction.

scholarly journals The Relationship between Computer Anxiety and Learning Styles(Sensory-intuitive and Verbal-visual) among Persian University Students

2019 ◽  
Vol 22 (1) ◽  
pp. 52-62
Author(s):  
Vahid R. Mirzaeian ◽  
Hamedreza Kohzadi
Keyword(s):  
Learning Styles ◽  
University Students ◽  
Learning Style ◽  
Significant Relationship ◽  
Computer Anxiety ◽  
Visual Learning ◽  
Verbal Learning ◽  
Frequency Standard ◽  
First Year ◽  
And Gender

This study was conducted in central Iran among all first-year university students studying engineering courses at Arak University of Technology. All students (No = 310) were included in this study. Instruments used mostly consisted of a computer anxiety questionnaire plus a learning style questionnaire. The data was analyzed by both descriptive and inferential statistics (Mean, Frequency, Standard Deviations, Independent T-test as well as Point Biserial Correlation Coefficient). The results indicated that there was a statistically significant relationship between computer anxiety and sensory-intuitive learning styles, in that the students having sensory learning style suffered from computer anxiety more frequently than the student having intuitive learning styles. In addition, there was a statistically significant relationship between computer anxiety and verbal-visual learning style, given that the students having visual learning style suffered from computer anxiety more than the students having verbal learning style. No statistically significant relationship, however, was found between computer anxiety and gender.

Heutagogy Approach Using Trello Online Learning on the Critical Thinking Skills Amongst Students With Different Learning Styles

2019 ◽  
pp. 41-55
Author(s):  
Mohan Rathakrishnan ◽  
Arumugam Raman
Keyword(s):  
Online Learning ◽  
Critical Thinking ◽  
Learning Styles ◽  
Learning Style ◽  
Online Discussion ◽  
Thinking Skills ◽  
Critical Thinking Skills ◽  
Foundation Programme ◽  
The University ◽  
The Given

Trello online discussion has become one of the important strategies for the University Utara Malaysia Management Foundation Programme student to teach other students to think critically in conveying their ideas and become more proactive and creative in critical thinking subject. In a heutagogical approach, learners become highly autonomous and self-determined while learning online. They use Trello online discussion tool as self-determination learning. Trello enable the learners to use their capacity and capability with the goal of producing learners. Trello online learning was conducted to examine its effectiveness in enhancing macro critical thinking among active-reflective learning style. The students discuss and write their ideas in Trello. Ideas that are posted in Trello will be displayed in front of the class so that the entire learners in the class could see the given ideas. Paul's model was used to analyze learners' critical thinking in Trello online discussion.

Knowledge Mining for Adaptive Multimedia Web-Based Educational Platform

2008 ◽  
pp. 205-257 ◽  
Author(s):  
Leyla Zhuhadar ◽  
Olfa Nasraoui ◽  
Robert Wyatt
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Intelligent System ◽  
Learning Material ◽  
Online Information ◽  
Learning Sequence ◽  
Online Students ◽  
User Models ◽  
Web Based ◽  
The Web

This chapter introduces an Adaptive Web-Based Educational platform that maximizes the usefulness of the online information that online students retrieve from the Web. It shows in a data driven format that information has to be personalized and adapted to the needs of individual students; therefore, educational materials need to be tailored to fit these needs: learning styles, prior knowledge of individual students, and recommendations. This approach offers several techniques to present the learning material for different types of learners and for different learning styles. User models (user profiles) are created using a combination of clustering techniques and association rules mining. These models represent the learning technique, learning style, and learning sequence, which can help improve the learning experience on the Web site for new users. Furthermore, the user models can be used to create an intelligent system that provides recommendations for future online students whose profile matches one of the mined profiles that represents the discovered user models.

scholarly journals Blended Learning Strategies of Telegram-Assisted Learning Towards Student Mathematics Learning Results Reviewed from Learning Style

2020 ◽  
Vol 4 (2) ◽  
pp. 133
Author(s):  
Kadek Suryati ◽  
I Gede Adnyana
Keyword(s):  
Learning Styles ◽  
Blended Learning ◽  
Learning Outcomes ◽  
Learning Strategies ◽  
Learning Style ◽  
Learning Strategy ◽  
Mathematics Learning ◽  
Sampling Technique ◽  
Learning Material ◽  
Online Application

The research aims to describe the influence of telegram-assisted blended learning strategies on mathematics learning outcomes in terms of learning styles. This research is a quasi-experimental research using 2x3 factorial design. The respondents taken is the second semester students majoring in informatics engineering at the STMIK STIKOM Indonesia campus. The sampling procedure in this study was a random sampling technique that was started by carrying out the equivalency test of 4 classes taken using the one-way ANOVA test. After that randomly selected, two classes as an experimental class and two classes as a control class. To get instruments that have validity before use, questionnaires and tests are first tested and validated by experts who are experts in their fields. Normality and homogeneity tests are needed as a prerequisite before analyzing the data. The method used to analyze data is two-way ANOVA. The results showed that (1) student mathematics learning outcomes taught with telegram-assisted blended learning strategies were better than conventional mathematics learning outcomes of students taught, (2) the effect of telegraph-assisted blended learning strategies on student mathematics learning outcomes in learning styles. Based on the results of the research that has been carried out, it is recommended that further researchers or educators be able to develop a blended learning strategy as a way to convey learning material so that they can pay more attention to the learning styles of each student and can develop telegrams with more attractive features so that the telegram becomes one of online application for learning media.

scholarly journals SCIENCE EDUCATION ADAPTIVE LEARNING SYSTEM AS A COMPUTER-BASED SCIENCE LEARNING WITH LEARNING STYLE VARIATIONS

2018 ◽  
Vol 17 (4) ◽  
pp. 711-727 ◽  
Author(s):  
Zulfiani Zulfiani ◽  
Iwan Permana Suwarna ◽  
Sujiyo Miranto
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Adaptive Learning ◽  
Science Learning ◽  
Learning System ◽  
Learning Material ◽  
Learning Approaches ◽  
Slow Learners ◽  
Computer Based ◽  
Adaptive Learning System

Students with their different learning styles also have their own different learning approaches, and teachers cannot simultaneously facilitate them all. Teachers’ limitation in serving all students’ learning styles can be anticipated by the use of computer-based instructions. This research aims to develop ScEd-Adaptive Learning System (ScEd-ASL) as a computer-based science learning media by accommodating students’ learning style variations. The research method used is a mixed method at junior high schools in Tangerang Selatan. The final product of the research is a special learning media appropriate to students’ visual, aural, read/write and kinesthetic learning styles. The uniqueness of the media is its form of integrated science materials, accommodating fast and slow learners, and appropriate to their learning styles. ScEd-Adaptive Learning System as a developed computer-based science learning media was declared as good and valid by four media experts and five learning material experts. ScEd-ALS for kinesthetic style has a high effectivity to improve students learning mastery (100%), consecutively aural (63%), read/write (55%), and visual (20%). This media development can be continued with the Android version or iOS to make it more operationally practical. Keywords: adaptive learning system, science learning media, computer-based instruction, learning style.

scholarly journals Peran Ontologi dalam Pengembangan Sistem Rekomendasi pada Domain Online Learning

2020 ◽  
Vol 4 (1) ◽  
pp. 1-8
Author(s):  
Ika Arthalia Wulandari ◽  
Guna Yanti Kemala Sari Siregar Pahu ◽  
Puji Rahayu
Keyword(s):  
Online Learning ◽  
Recommendation System ◽  
Information Overload ◽  
Learning Objects ◽  
Learning Needs ◽  
Learning Material ◽  
Sources Of Information ◽  
Online Learning Resources

As online learning resources increase exponentially on the World Wide Web, online students have difficulty choosing the most suitable and relevant learning material that meets their learning needs due to information overload. Online learning recommendation system is used to predict the preferences or ranking of learners' targets on learning objects for the purpose of generating recommendations. However, the Recommendation system is considered to lack the ability to resolve semantic interoperability issues with heterogeneous sources of information. The purpose of this study is to discuss the role of ontology in the development of recommendation systems in the online learning domain. There are four electronic journal databases selected as references, namely IEEE, Science Direct, Springer Link, and ACM Digital Library. This study obtained 9 articles that were synthesized to answer research questions. This study shows that the involvement of ontology for knowledge representation in the recommendation process can improve the accuracy and quality of recommendations and at the same time help to overcome the weaknesses associated with conventional recommendations.

scholarly journals BERBAGI BAHAN BELAJAR ONLINE UNTUK MENINGKATKAN KOMPETENSI PEDAGOGIS DAN PROFESIONAL DOSEN

2015 ◽  
pp. 251-260
Author(s):  
Yuni Sugiarti
Keyword(s):  
Online Learning ◽  
Resource Sharing ◽  
System Development ◽  
Material Structure ◽  
Learning Material ◽  
Application Development ◽  
Rapid Application Development ◽  
Pedagogical Competence ◽  
Information And Communication ◽  
Online Learning Resources

Abstrak:Penelitian ini bertujuan untuk mengetahui kompetensi dosen dalam rangka merancang sharing bahan belajar online untuk meningkatkan kompetensinya, khususnya kompetensi pedagogik dan profesional. Metodologi penelitian menggunakan penelitian deskriptif dan metode pengembangan sistem RAD (Rapid Application Development). Hasil penelitian menunjukkan bahwa dosen masih kurang menguasai kompetensi pedagogik terutama aspek menguasai teori belajar dan prinsip pembelajaran, kompetensi professional terutama aspek kurang menguasai materi, struktur, konsep, dan pola pikir keilmuan.Kompetensi yang termasuk kategori cukup adalah aspek mengembangkan kurikulum yang terkaitdengan bidang pengembangan yang diajarkan kepada anak didik, menyelenggarakan kegiatan yang mendidik, memanfaatkan hasil penilaian dan evaluasi, serta aspek tindakan reflektif. Kompetensi yang sudah berkategori bagus adalah aspek memanfaatkan teknologi informasi dan komunikasi, berkomunikasi secara efektif, empatik, dan santun dengan peserta didik dan evaluasi untuk kepentingan pembelajaran. Selanjutnya perlu dilakukan pengembangan sistem aplikasi website bahan belajar online. Website knowledge manajemen sistem ini sebagai sumber belajar untuk meningkatkan kompetensi dosen yang mudah di pahami, khususnya peningkatan kompetensi pedagogik dan kompetensi profesional.Kata kunci: Berbagi bahan belajar online, dosen, kompetensi dosen. Abstract:This study aims to determinethe competence of lecturers in designing an online learning resource sharing to improve their professional and pedagogical competence. The method used was descriptive research and system development method of RAD (Rapid Application Development). The results showed that the lecturers are still less pedagogically competent, especially in the mastery of learning theory and principles. The results also showed that the lecturers are still less professionally competent,especially in the mastery of learning material, structure, concepts, and scientific mindset. However, the results displayed the sufficient competence in developing curriculum for students, organizing educational activities, utilizing theresults of the assessment and evaluation, as well as implementing reflectiveaction. In contrast, the results of the research showed that the lecturers have excellent competent in utilizing information and communication technology, communicating effectively with empatheticandpoliteness towards studentsas well as conducting the learning evaluation. Furthermore, it is imperative to develop web-based application (website) for online learning resources. This knowledge management website serves as a comprehensible source of learning to improve lecturers’ professional and pedagogical competence.Keywords: online sharing of teaching materials, lecturer, and lecturers’ competence.

scholarly journals Description of Mathematical Connection Ability From Student Learning Styles In Online LearningUsing Discovery-Based Worksheets

2020 ◽  
Vol 8 (2) ◽  
pp. 119
Author(s):  
Ujang Suprianto ◽  
Aan Hendrayana ◽  
Syamsuri Syamsuri
Keyword(s):  
Online Learning ◽  
Data Collection ◽  
Learning Styles ◽  
Student Learning ◽  
Learning Style ◽  
Learning Process ◽  
Descriptive Study ◽  
Questionnaire Data ◽  
Qualitative Descriptive ◽  
Mathematical Connection

This study aims to determine the description of the mathematical connection ability of class XI MIPA students based on the learning styles of students of convergers, divergers, accommodators, and assimilators in online learning using discovery-based worksheets. This type of research is a qualitative descriptive study. The subjects of the study were the students of class XI MIPA SMAN 17 Pandeglang. Data collection is done through learning style questionnaires, tests of mathematical connection abilities, and interviews. All students of class XI MIPA were identified by the type of learning style using the Kolb learning style questionnaire. Data about mathematical connection ability is analyzed with interview data. 8 students consisting of 2 students representing learning styles were selected to interview their mathematical connection abilities. Based on the analysis of the data obtained a description of the results of research that in general students of the type of converger, diverger, accomodator, and assimilator have good mathematical connection abilities. the assimilator type is rather weak on the indicator using the mathematical connection ability indicator. As for the type of accomodation learning style, it is rather weak in finding and understanding concepts in mathematical connection abilities. Students of the Converger learning style style and assimilator understand the material by reading and observing in the ongoing learning while students of the Diverger learning style type and the accomodator understand the concepts in general by following the learning process in progress and actively trying to try in working on the discovery-based worksheets.

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