Analisis Kesulitan Siswa Dalam Pembelajaran Sains: Studi Empirik Dalam Karya Ilmiah

Muskitta, Marike; Batlolona, John Rafafy; Kesaulya, Noke; Manuputty, Damaris

doi:10.29303/jppipa.v9i1.2407

Cited by 2 publications

(2 citation statements)

References 31 publications

(31 reference statements)

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The role of the agricultural sector in the economy of a country or a region can be seen from several aspects. The contribution of the agricultural sector to the Gross Domestic Product (GDP) or to the Gross Regional Domestic Product (GRDP) (Nuraini et al, 2022;Muskitta et al, 2023). The contribution of the agricultural sector to employment opportunities.…”

Section: Introductionmentioning

confidence: 99%

Implementation of C4.5 and K-Nearest Neighbor to Predict Palm Oil Fruit Production on Local Plantations

Rahmahwati,

Kirana

2023

jppipa, pendidikan ipa, fisika, biologi, kimia

View full text Add to dashboard Cite

The agricultural sector, especially oil palm plantations, has an important role in the Indonesian economy. Oil palm farming has increased the welfare of farmers and provided employment. In this study, researchers used the C4.5 and K-Nearest Neighbor algorithms in the RapidMiner application to analyze oil palm fruit production data after going through the data preprocessing process. The C4.5 algorithm produces a decision tree with an accuracy of 94.12%, while the KNN algorithm achieves an accuracy of 82.53%. Based on these results, it can be concluded that the C4.5 algorithm has a higher accuracy in classifying oil palm fruit production based on existing attributes.

show abstract

Section: Introductionmentioning

confidence: 99%

Implementation of C4.5 and K-Nearest Neighbor to Predict Palm Oil Fruit Production on Local Plantations

Rahmahwati,

Kirana

2023

jppipa, pendidikan ipa, fisika, biologi, kimia

View full text Add to dashboard Cite

show abstract

“…Many educators are experts in their fields, yet they still need to hone their pedagogical chops (Muskitta et al, 2023). Knowledgeable educators may help students realise their full potential by organising their education, making effective use of information and communication technologies in the classroom, and fostering a nurturing learning environment.…”

Section: Introductionmentioning

confidence: 99%

The Correlation between Student Perception and Learning Motivation: Blended Learning Strategy

Abednego

Nuniary

Rumahlewang

et al. 2023

AIJP

View full text Add to dashboard Cite

Different perceptions will affect the success of learning outcomes, namely student perceptions. Thus, it affects student learning motivation. The study aimed to determine the relationship between student perceptions and learning motivation toward blended learning strategy (BLS). The research used is a correlational test between student perceptions and learning outcomes with BLS. The participants in this study were 70 people from two different classes. The BLS research instruments and student learning motivation include 1) Desire to succeed, 2) Encouragement and needs in learning, 3) Expectations and future goals, and 4) Appreciation of learning. 5) Interesting desires in learning, 6) A Conducive learning environment. The results showed no relationship between student perceptions and learning motivation toward BL learning strategies. Thus, other factors influence student perceptions and learning motivation, such as socioeconomic, family environment, and cultural environment. The implications of this research can provide insights for education policy makers in Indonesia and in the regions about how to design policies mixed learning that is aligned with the preferences of teachers and students in improving the quality of learning and student learning outcomes.

show abstract

Analisis Kesulitan Siswa Dalam Pembelajaran Sains: Studi Empirik Dalam Karya Ilmiah

Cited by 2 publications

References 31 publications

Implementation of C4.5 and K-Nearest Neighbor to Predict Palm Oil Fruit Production on Local Plantations

Implementation of C4.5 and K-Nearest Neighbor to Predict Palm Oil Fruit Production on Local Plantations

The Correlation between Student Perception and Learning Motivation: Blended Learning Strategy

Contact Info

Product

Resources

About