Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher education
This artificial neural network research article aimed to overview the current teaching process focusing on lecturer performance using the perceptron algorithm, improving the teaching process, developing the lecturer based on the perceptron algorithm's results, evaluating the speed and accuracy...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Fakultas Teknik Universitas Negeri Padang
2021-02-01
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| Series: | Invotek: Jurnal Inovasi Vokasional dan Teknologi |
| Subjects: | |
| Online Access: | http://invotek.ppj.unp.ac.id/index.php/invotek/article/view/743 |
| _version_ | 1797353794455994368 |
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| author | Irwan Irwan Rusnardi Rahmat Putra Krismadinata Krismadinata Nizwardi Jalinus |
| author_facet | Irwan Irwan Rusnardi Rahmat Putra Krismadinata Krismadinata Nizwardi Jalinus |
| author_sort | Irwan Irwan |
| collection | DOAJ |
| description | This artificial neural network research article aimed to overview the current teaching process focusing on lecturer performance using the perceptron algorithm, improving the teaching process, developing the lecturer based on the perceptron algorithm's results, evaluating the speed and accuracy of the perceptron algorithm in evaluating performance lecturer and learning the rules of the perceptron algorithm in processing assessment criteria for lecturers in tertiary institutions. In this case, the perceptron algorithm was used to recognize the questionnaire data input patterns. The perceptron algorithm was trained and tested to recognize input data patterns so that this neural network could identify input data patterns from questionnaire data. |
| first_indexed | 2024-03-08T13:36:06Z |
| format | Article |
| id | doaj.art-2e9787df85a94002b811b1af209c2ac4 |
| institution | Directory Open Access Journal |
| issn | 1411-3414 2549-9815 |
| language | English |
| last_indexed | 2024-03-08T13:36:06Z |
| publishDate | 2021-02-01 |
| publisher | Fakultas Teknik Universitas Negeri Padang |
| record_format | Article |
| series | Invotek: Jurnal Inovasi Vokasional dan Teknologi |
| spelling | doaj.art-2e9787df85a94002b811b1af209c2ac42024-01-16T16:13:18ZengFakultas Teknik Universitas Negeri PadangInvotek: Jurnal Inovasi Vokasional dan Teknologi1411-34142549-98152021-02-0121111010.24036/invotek.v21i1.743743Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher educationIrwan Irwan0Rusnardi Rahmat Putra1Krismadinata Krismadinata2Nizwardi Jalinus3Sekolah Tinggi Ilmu Komputer Pelita IndonesiaUniversitas Negeri PadangUniversitas Negeri PadangUniversitas Negeri PadangThis artificial neural network research article aimed to overview the current teaching process focusing on lecturer performance using the perceptron algorithm, improving the teaching process, developing the lecturer based on the perceptron algorithm's results, evaluating the speed and accuracy of the perceptron algorithm in evaluating performance lecturer and learning the rules of the perceptron algorithm in processing assessment criteria for lecturers in tertiary institutions. In this case, the perceptron algorithm was used to recognize the questionnaire data input patterns. The perceptron algorithm was trained and tested to recognize input data patterns so that this neural network could identify input data patterns from questionnaire data.http://invotek.ppj.unp.ac.id/index.php/invotek/article/view/743artificial neural networksperceptron algorithmsinput patterns |
| spellingShingle | Irwan Irwan Rusnardi Rahmat Putra Krismadinata Krismadinata Nizwardi Jalinus Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher education Invotek: Jurnal Inovasi Vokasional dan Teknologi artificial neural networks perceptron algorithms input patterns |
| title | Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher education |
| title_full | Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher education |
| title_fullStr | Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher education |
| title_full_unstemmed | Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher education |
| title_short | Introduction to questionnaire data patterns using Perceptron Algorithm for lecturer improvement and development in higher education |
| title_sort | introduction to questionnaire data patterns using perceptron algorithm for lecturer improvement and development in higher education |
| topic | artificial neural networks perceptron algorithms input patterns |
| url | http://invotek.ppj.unp.ac.id/index.php/invotek/article/view/743 |
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