ID3 algorithm approach for giving scholarships

Rohman, Ali; Arif, Isturom; Harianti, Isnin; Hidayat, Anang; Teniwut, Wellem Anselmus; Nuraini, Nuraini; Inderawati,; Baharun, Hasan; Nurhidayah, _; Dja’wa, Asrianti; Rahmi, Upik; Saragih, Jef Rudiantho; Burhanudin, Jajang; Gumelar, Gumgum; Listyorini, Tri; Agustin, Tuti; Zamnah, Lala Nailah; Yamin, Moh.; Qurohman, M. Taufik; Raditya, Aji; Rachmadtullah, Reza; Suradi, Agustinus

doi:10.1088/1742-6596/1175/1/012116

Cited by 4 publications

(3 citation statements)

References 2 publications

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“…ID3 memang didesain untuk data yang memiliki variabel bertipe nominal [11]. Algoritma ini juga telah berhasil diterapkan di berbagai kasus pendidikan, seperti prediksi pencapaian siswa pada suatu materi pelajaran di playgroup [12], lama masa studi mahasiswa [13], dan untuk penerimaan beasiswa [14].…”

Section: Pendahuluanunclassified

Reduksi Jumlah Aturan Penentuan Kata Tunjuk dalam Bahasa Arab Menggunakan Algoritma ID3

Permana

Salisah

2021

IJIRSE

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Bahasa Arab memiliki tidak kurang dari sepuluh bentuk kata tunjuk yang bisa digunakan. Untuk menentukan kata tunjuk tersebut harus memperhatikan empat variabel pada objek yang ditunjuk. Dari keempat variabel tersebut menghasilkan 24 kondisi (aturan) yang mungkin muncul untuk menentukan kata tunjuk. Banyaknya aturan yang mungkin muncul tersebut menjadi salah satu sebab pelajar Bahasa Arab melakukan kesalahan menggunakan kata tunjuk. Berdasarkan permasalahan tersebut, maka penelitian ini telah mereduksi aturan tersebut dengan menggunakan Algoritma ID3. Pohon keputusan hasil Algoritma ID3 berhasil mereduksi aturan sebanyak 50%. Selain itu, berdasarkan pohon keputusan tersebut dapat disimpulkan bahwa untuk menentukan kata tunjuk cukup memperhatikan tiga variabel saja.

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Section: Pendahuluanunclassified

Reduksi Jumlah Aturan Penentuan Kata Tunjuk dalam Bahasa Arab Menggunakan Algoritma ID3

Permana

Salisah

2021

IJIRSE

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“…In terms of Bloom's taxonomy, creating these media has reached its greatest degree, namely production (Adams, 2015). Various studies have found that producing CBI media is still difficult because many developers do not understand its concepts and principles, including media rules, media models and media procedures (Rohman et al, 2019: Akram et al, 2012. Researchers have used a variety of techniques to tackle this challenge, allowing learners to go to the highest level in Bloom's taxonomy.…”

Section: Introductionmentioning

confidence: 99%

Effectiveness of Interactive Content with H5P for Moodle-Learning Management System in Blended Learning

Rahmi,

Ramadhani Fajri,

Azrul

2024

JL4D

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The end of the pandemic era has brought new changes and challenges to lectures held in a blended learning environment, one of which is the use of interactive content. The objective of this study was to analyse, develop and evaluate the presentation of content using H5P in blended learning, its relevance to lecture topics, activities to achieve learning outcomes using the rotation-type blended learning model and how students perceive it after using this H5P content. It focused on the rotation model that is commonly used in blended learning. However, this model has not included H5P much yet. The sampling method was purposive. The data were collected using a Likert scale questionnaire. The questionnaire data were examined using the bivariate Pearson correlation approach. The results of this study indicated that the use of H5P as a supporting component in implementing the rotation model type of integrated learning increases student knowledge, skill and satisfaction. Lecturers can apply H5P-based content as content support in blended learning for other study programmes by following the content development steps, type rotation scenario and how the H5P interactive videos are used.

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“…This algorithm starts by examining the data presented as input, and the data will be processed according to predefined rules to reach a conclusion. Forward chaining can also be referred to as bottom-up reasoning [11]. This name can be observed from the method used, where the initial considerations come from the facts at the bottom, and from these facts, conclusions are reached at the top.The assessment system of halal product assurance halal assurance system has the advantage of creating a more systematic system because until now, the evaluation of the halal assurance system still uses the manual method, from data collection to assessment.…”

Section: Introductionmentioning

confidence: 99%

Assessment System of Halal Product Assurance Implementation in Indonesian Companies Using ID3 and Forward Chaining Algorithm

Adline Twice Tobing,

Kusnadi,

Harjono

et al. 2023

International Journal of Science, Technology & Management

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The majority of the population in Indonesia practices Islam, making halal products important and necessary to meet the rights and needs of Muslim consumers in Indonesia. Therefore, a halal assurance system is required, not only for obtaining halal certification, but also for maintaining continuity in halal production. The existing halal assurance system has been manual, hence the need for an automated computer-based information system that can assess the halal assurance system implemented by companies. This can make it easier and faster for novice users to assess the implementation of halal practices in a company. The ID3 algorithm is used to create decision trees, and the forward chaining algorithm is used for comparison. The web-based system is developed using PHP language and MySQL for data storage. Testing the system by comparing the final results with the manual calculations, as well as using the ID3 and forward chaining algorithms, yields the same results, indicating the successful development of assessment system of halal product assurance. In addition, user satisfaction testing resulted in a score of 87.34%, indicating that users are highly satisfied with the JaminHalal information system.

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ID3 algorithm approach for giving scholarships

Cited by 4 publications

References 2 publications

Reduksi Jumlah Aturan Penentuan Kata Tunjuk dalam Bahasa Arab Menggunakan Algoritma ID3

Reduksi Jumlah Aturan Penentuan Kata Tunjuk dalam Bahasa Arab Menggunakan Algoritma ID3

Effectiveness of Interactive Content with H5P for Moodle-Learning Management System in Blended Learning

Assessment System of Halal Product Assurance Implementation in Indonesian Companies Using ID3 and Forward Chaining Algorithm

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