Development of a Mobile Application for Learning Style Prediction

2019 ◽  
pp. 188-207
Author(s):  
Eugenia Olaguez Torres ◽  
Piero Espino ◽  
Jonathan Garcia
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Mobile Application ◽  
Intelligent Systems ◽  
Academic Program ◽  
Development Environment ◽  
Java Programming ◽  
Learning Techniques ◽  
The Subject ◽  
Common Learning

This chapter presents the development of a mobile application through the use of intelligent systems adapted to learning styles in accordance to the models of Feder-Silverman and Kolb. This development takes place in a Java programming language within the Android Studio development environment, which at the same time uses the SQLite mobile data base. The mobile application allowed the authors to identify the learning styles of students from the Mechatronics Engineering academic program that show some sort of educational backwardness in the subject of differential calculus. It was found that, according to the Felder-Silverman model, the style that predominates among students is the auditory style, while in accordance to the Kolb model, it was identified that the reflective style was the most common learning style amongst mechatronics students. It is concluded that through the use of this mobile application, students are able to identify the learning style, predict, and apply appropriate learning techniques to their learning style.

HUBUNGAN GAYA BELAJAR SISWA TERHADAP ASPEK PENGETAHUAN SISWA PADA MATA PELAJARAN SISTEM KOMPUTER DI SMK IT RAHMATAN KARIMAH BENGKULU TENGAH

2020 ◽  
Vol 1 (01) ◽  
pp. 13-20
Author(s):  
Dian Saputra
Keyword(s):  
Learning Styles ◽  
Computer System ◽  
Learning Style ◽  
Descriptive Analysis ◽  
Visual Learning ◽  
Auditory Learning ◽  
Analysis Techniques ◽  
Post Test ◽  
The Subject ◽  
The Relationship

This study aims to find out the relationship between learning style and students’ knowledge aspect on Computer System Subject at SMK IT Rahmatan Karimah of  Central Bengkulu, the type of research is quantitative and the subject of research is grade X in SMK IT Rahmatan Karimah of  Central Bengkulu. Data collection techniques using observation, Questionnaire and documentation. Data analysis techniques used were Descriptive Analysis, and inferential Statistical Analysis. The results of visual learning style post-test were 11 people with a mean of 76.36, an auditory learning style of 8 people at a mean of 62.14, a kinesthetic learning style of 3 people at a mean of 50.33, apart from that (r x y = 2.35) and the magnitude of r is reflected in the table (r table = 0.4132). Then rxy > r table ie = 2.35> 0.4132. In other words, Ho is rejected and Ha is accepted. It has a significant relationship between the learning styles of students and students’ knowledge aspect on Computer System Subject of grade X TKJ in SMK IT Rahmatan Karimah of  Central Bengkulu

scholarly journals DEVELOPING ENGKLEK GAME USING LEARNING STYLES APPROACH TO TEACH ENGLISH VOCABULARY FOR 4TH GRADE STUDENTS OF SD MUHAMMADIYAH KAUMAN YOGYAKARTA IN ACADEMIC YEAR 2015/2016

2017 ◽  
Vol 1 ◽  
pp. 20
Author(s):  
Agustia Pristiana Maulida ◽  
Sucipto Sucipto
Keyword(s):  
Elementary Education ◽  
Learning Styles ◽  
Learning Style ◽  
Significant Enhancement ◽  
English Teacher ◽  
Education Department ◽  
Post Test ◽  
The Subject ◽  
Academic Year ◽  
Test Treatment

This study was intended to develop Engklek Game using learning style approach as a media to teach English vocabulary for 4th grade students of SD Muhammadiyah Kauman Yogyakarta in academic year 2015/2016.The subject of the research was 4th grade students of SD Muhammadiyah Kauman Yogyakarta in academic year 2015/2016. The data of students’ needs and learning style was collected by the researcher by giving questionnaire, doing interviews and doing observations. The result of the data then was used to become considerations in developing Engklek Game. Then, the prototype of the product was evaluated by experts. There were English teacher as the expert in ELT and lecture of Elementary Education Department as the expert in learning styles. In order to find the effectiveness of Engklek Game, the implementation was done by giving pre-test, treatment and post-test to students. The data was calculated by using SPSS 16.00. After the implementation, the researcher did evaluation by analyzing the students’ responses to the media.The result of the evaluation done by the experts of ELT and learning styles showed that Engklek Game is suitable to be used as media to teach English vocabulary for 4th grade students of SD Muhammadiyah Kauman Yogyakarta in academic year 2015/2016. In other side, after the result of pre test and post test had been calculated, it can be seen that there was a significant enhancement of students in learning English vocabulary after taught using Engklek Game. While based on students’ response, it can be concluded that Engklek Game is appropriate to be used.

Moving Beyond Traditions

2012 ◽  
Vol 2 (1) ◽  
pp. 31-45 ◽  
Author(s):  
Anders Berglund
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Engineering Students ◽  
Deep Level ◽  
Teaching Style ◽  
Past Research ◽  
Student Centered ◽  
Collective Work ◽  
Common Learning ◽  
Thesis Writing

Student learning is built on native ability, prior preparation and experiences but also by the compatibility of his or her learning style and the instructor’s teaching style. Past research (Kolb, 1984; Felder & Silverman, 1988; Baillie & Moore, 2004; Biggs & Tang, 2007; Crawley, Malmqvist, Ostlund, & Brodeur, 2007) indicate mismatches between engineering students’ common learning styles and traditional teaching styles. This paper addresses a transition from a teacher centered approach to a collaborative student centered approach. A longitudinal study of bachelor thesis redesign is described by following the progression in three parallel courses over four consecutive years. Moving beyond the traditional practices of individual thesis writing, a strict individual assignment has been transformed where roughly 50% now originates from collective work efforts. Findings show support to a collective approach when working with bachelor thesis writing as work groups become self-governed, attached with a creative disposition, pursuing functioning knowledge, key generic skills of industrial relevance, and collectively supporting deep level learning.

scholarly journals Learning styles preferences among graduate and undergraduate pharmacy students in Pakistan: Does it matter?

2021 ◽  
pp. 397-402
Author(s):  
Madeeha Malik ◽  
Mahjabeen Ahmad ◽  
Azhar Hussain
Keyword(s):  
Graduate Students ◽  
Learning Styles ◽  
Learning Style ◽  
Undergraduate Students ◽  
Sampling Technique ◽  
Pharmacy Students ◽  
Cross Sectional ◽  
Validated Questionnaire ◽  
Aural Learning ◽  
Common Learning

Introduction: The quality of student learning depends on the approaches that are used for learning. An association exists between different learning methodologies and learning outcomes. Objective: The present study was designed to assess preferences for different learning styles among pharmacy students in Islamabad, Pakistan. Method: A descriptive cross-sectional study design was used. A self-administered pre-validated questionnaire VARK version 8.0 was distributed to 387 undergraduate students from both public and private pharmacy schools located in Islamabad and 100 graduate students selected from public sector pharmacy schools using the convenience sampling technique. After data collection, it was cleaned, coded, and analysed using SPSS version 21. Results: The results of the present study showed that the most common learning style among graduate students was Aural (Total Score = 492), followed by kinesthetic (Total Score = 467), read/write (Total Score = 351), and visual (Total Score = 290). On the other hand, the most common learning style among undergraduate students was Aural (Total score = 1926), followed by kinesthetic (Total score = 1859), read/write (Total score = 1241), and visual (Total score = 1166). Conclusion: The result of the present study concluded aural as the most preferred learning style followed by kinesthetic among both undergraduate and graduate pharmacy students. Graduate female pharmacy students showed more preference towards kinesthetic learning style as compared to graduate male students who showed more preference towards aural learning modality. However, both undergraduate and graduate male and female students preferred aural learning style. Identifying the learning style at the start of pharmacy degree can help mentors to assess the appropriate field for them after graduation. Moreover, information regarding such styles would be helpful for stakeholders to devise effective strategies for teaching and introduce changes accordingly into the curriculum.

scholarly journals Analisis Gaya Belajar Siswa Berprestasi Studi Komparasi Siswa Berprestasi SMAN 1 dengan MAN 1 Yogyakarta Kelas XI

2016 ◽  
Vol 1 (2) ◽  
pp. 295-308
Author(s):  
Ali Murfi ◽  
Noneng Siti Rosidah
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Sampling Technique ◽  
Research Subjects ◽  
Average Value ◽  
The Third ◽  
Learning Mathematics ◽  
The Subject ◽  
The Individual ◽  
Mathematics And Science

This study was conducted, first, analyzed to determine the learning styles of students excel in Mathematics and Science subjects in class XI SMAN 1 and MAN 1 Yogyakarta by applying the theory of David Kolb's learning style. Second, to predict the differences and similarities of learning styles of students achievement in learning Mathematics Class XI SMAN 1 and MAN 1 Yogyakarta. 18 research subjects were drawn from students of class XI. Determining the subject of research is done by using purposive sampling technique that refers to the result of the average value of UTS Mathematics which is the third highest of any class. The results showed that: (1). Students' learning styles achievement in Mathematics and Science subjects in class XI SMA N 1 and MAN 1 Yogyakarta is varied. This is evidenced by the results if the data obtained show that the student has a unique learning style of each and likely to lead to the individual's personality. Based on the analysis of student learning styles achievement shows that students SMA N 1 Yogyakarta been the subject of much research as 4 students have a learning style Assimilator, 3 students have learning styles Konverger, one student has a learning style Akomodator and one student has a learning style Diverger again. While students perform at MAN 1 Yogyakarta who is the subject of research, as many as four people have Akomodator learning styles, each two students have learning styles Assimilator and Diverger, then one student again has a learning style Konverger. (2). Differences in learning styles that happens is the individual habits that become unique to them. Students perform at SMA N 1 Yogyakarta dominates the Assimilator learning styles, while students of MAN 1 Yogyakarta dominates the Akomodator learning styles.

scholarly journals Gaya Belajar Mahasiswa Pendidikan Sejarah STKIP PGRI Lubuklinggau

2018 ◽  
Vol 1 (2) ◽  
pp. 82-92
Author(s):  
Supriyanto Supriyanto ◽  
Isbandiyah Isbandiyah
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Education Program ◽  
History Education ◽  
Descriptive Study ◽  
Study Program ◽  
Kinesthetic Learning ◽  
Education Study ◽  
The Subject

The study aims to describe the tendency of students learning style at History Education Study Program of STKIP-PGRI Lubuklinggau.  The study was a descriptive study. the subject of the study was the history students in Strategi Belajar Mengajar class. The techniques to collect the data were observation and questionnaire. The data were analyzed descriptively. The results showed that students' learning styles include visual was10,26%, audio was 15,38%, kinesthetic 46% , audiovisual was 5,13%, visual-kinesthetic was 7,69%, audio-  kinesthetic was 15,38%. The most preferred leaning style was kinesthetic.  In conclusion, the most preferred learning style of students in history education program was kinesthetic learning style Keywords: Learning Styles, Tendency

scholarly journals PROSES BERPIKIR KRITIS SISWA DALAM MEMECAHKAN MASALAH MATEMATIKA REALISTIK MATERI GEOMETRI DITINJAU DARI GAYA BELAJAR

2020 ◽  
Vol 3 (2) ◽  
pp. 51-60
Author(s):  
Finsensius Yesekiel Naja ◽  
Agustina Mei ◽  
Sofia Sa'o
Keyword(s):  
Critical Thinking ◽  
Learning Styles ◽  
Learning Style ◽  
Visual Learning ◽  
Research Subjects ◽  
Auditory Learning ◽  
Kinesthetic Learning ◽  
Mathematical Problems ◽  
The Subject ◽  
Thinking Processes

The purpose of this study is to describe the profile of students' critical thinking in solving realistic mathematical problems of geometry material in terms of learning styles. This research is a descriptive study with a qualitative approach. Critical thinking in this study refers to critical thinking with FRISCO criteria. In this study, subjects were taken from students of class VII SMP N 2 Ende Selatan. Each student's research subjects have visual, auditory, and kinesthetic learning styles. Data collection is done by providing a Problem Solving Test (TPM) and an interview. The results obtained, subjects who have a visual learning style, critical thinking processes in solving realistic mathematical problems, able to understand problems, the subject has not been able to determine ways to solve problems, the subject has not been able to carry out the settlement and the subject does not re-examine. Subjects who have auditory learning styles, critical thinking profiles in solving realistic mathematical problems are able to understand problems, but the subject does not re-examine. Subjects who have kinesthetic learning styles of critical thinking processes in solving realistic mathematical problems are able to understand problems, are able to plan problems, subjects can carry out well and check the results.

scholarly journals Kemampuan Menyelesaikan Soal Cerita Matematika Ditinjau Dari Gaya Belajar Siswa Kelas VII

2021 ◽  
Vol 1 (2) ◽  
pp. 202-211
Author(s):  
Eva Nurdiana ◽  
Ketut Sarjana ◽  
Muhammad Turmuzi ◽  
Sri Subarinah
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Visual Learning ◽  
Story Problems ◽  
Test Question ◽  
Auditory Learning ◽  
Descriptive Research ◽  
Kinesthetic Learning ◽  
Analysis Technique ◽  
The Subject

This study aims to find out the ability to solve math story problems reviewed from the learning style of grade VII students. The type of research used is descriptive research with qualitative approach. The sample class was selected using cluster random sampling techniques and obtained 32 students who were taken 25% of the population, the sample was randomly taken 8 students from each class. The samples obtained were given a study style questionnaire in order to classify the sample into visual, auditorial and kinesthetic learning style categories. The sample that was the subject of the interview and the subject given the test question was selected based on the three categories of study style, which was taken randomly 20% of the sample of each learning style. Students' ability to solve math story problems is reviewed from known learning styles through analysis of students' answers in solving number material story questions and based on interview results. The analysis technique used is descriptive statistical analysis. From the results of the study obtained: The ability to solve math story problems of students with visual learning style, auditory learning and kinesthetic learning is  good criteria, less criteria,and less criteria.

scholarly journals Analisis Pemecahan Masalah Berbasis Polya pada Materi Perkalian Vektor Ditinjau dari Gaya Belajar

2018 ◽  
Vol 6 (1) ◽  
pp. 91 ◽  
Author(s):  
Dian Fitri Argarini
Keyword(s):  
Problem Solving ◽  
Learning Styles ◽  
Learning Style ◽  
Visual Learning ◽  
Vector Product ◽  
Research Subjects ◽  
Planning Stage ◽  
Problem Resolution ◽  
The Subject ◽  
Implementation Stage

Abstrak Tujuan dari penelitian ini adalah untuk mendeskripsikan hasil analisis kesalahanpemecahan masalah berbasis Polya pada materi perkalian vektor yang ditinjau dari gaya belajar. Penelitian ini termasuk pada jenis penelitian kualitatif deskriptif. Subjek yang diambil dalam penelitian ini adalah mahasiswa program studi Pendidikan matematika IKIP Budi Utomo Malang yang telah dikelompokkan berdasarkan gaya belajar visual dan gaya belajar auditorial. Berdasarkan hasil analisis yang telah dilakukan dapat dideskripsikan kemampuan pemecahan masalah pada materi perkalian vektor adalah sebagai berikut: (1) Subjek dengan gaya belajar visual mampu memahami masalah dengan baik dan merencanakan penyelesaian masalah tersebut, pada tahap pelaksanaan penyelesaian subjek visual kurang teliti dalam mengerjakan sehingga terjadi kesahan operasi, sedangkan pada tahap terakhir subjek tidak melakukan pemeriksaan kembali, (2) Subjek auditorial memiliki kemampuan pemahaman masalah yang baik, selanjutnya dalam tahap perencanaan subjek mampu menentukan rencana penyelesaian masalah dengan benar dan menyelesaiakan masalah dengan tepat, selain itu subjek auditorial juga memeriksa kembali jawaban yang telah diberikan. Kata kunci: analisis pemecahan masalah, Polya, perkalian vektor, gaya belajar Abstract The purpose of this research is to describe the result of analysis of problem solving of Polya based problem on vector multiplication material which viewed from learning style. This research includes the type of descriptive qualitative research. Subjects taken in this study are students of mathematics education program IKIP Budi Utomo Malang which has been grouped based on visual learning style and auditorial learning style. Based on the results of the analysis that has been done can be described the problem-solving abilities in the material vector multiplication is as follows: (1) Subjects with visual learning styles are able to understand the problem well and plan the settlement of the problem, at the implementation stage of the completion of visual subjects less careful in doing so (2) The auditorial subject has the ability to understand a good problem, then in the planning stage of the subject is able to determine the plan of problem resolution correctly and solve the problem correctly, in addition the auditorial subject also check again the answer has been given. Keywords: analysis of problem solving, Polya, vector product, learning style

STUDENT’S LEARNING STYLES IN LEARNING READING COMPREHENSION

2017 ◽  
Vol 6 (2) ◽  
Author(s):  
Sinta sasmita And Siti Aisah Ginting
Keyword(s):  
Reading Comprehension ◽  
Learning Styles ◽  
Learning Style ◽  
Visual Learning ◽  
Auditory Learning ◽  
Descriptive Research ◽  
Kinesthetic Learning ◽  
Tenth Grade ◽  
The Subject ◽  
Auditory Learners

This study is about student’s learning styles in learning reading comprehension. The design of this research was descriptive research. The data were collected by using questionnaires and observation sheet. The subject of the study are the XI AP 2 of SMK Swasta Harapan Stabat and the object of the study are the students learning styles in learning reading comprehension. The data were analyzed by using Fleming theory. The purpose of conducting this research was find out whether the most dominant learning style in reading comprehension and to find out what are the types of student’s learning styles which has higher achievement in reading comprehension of XI grade in SMK Swasta Harapan Stabat in academic 2016/2017. There were 32 students as the subject of this research. In this case, the researcher collected the data by using learning style questionnaire and observation. The result showed that auditory learning style is the most dominant learning style at the tenth grade students at SMK Swasta Harapan Stabat, the percentage was 71,87%, it means 23 from 32 students prefer to hear than read and move. The second was kinesthetic learning style, the score, 21,88%, means that only 7 students prefer to move. Then, visual learning style, score 6,25%, means that 2 from 32 students prefer to read. For the fastest student’s in reading comprehension came from auditory students or auditory learners. They get score 69,56% followed kinesthetic 21,74%, and visual 8,70%.

Sign in / Sign up

Export Citation Format

Share Document