Development of PIAUD Science Learning Media (PSLM) Based on Wonosobo Local Wisdom

Adi, Nugroho Prasetya; Faisal, Vava Imam Agus

doi:10.2991/assehr.k.210326.094

Cited by 2 publications

(2 citation statements)

References 8 publications

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“…Complex applications within education makes this topic definitely diverse and broad. The demand for 21st century learning, the national call of the 2013 curriculum, and the rapid development of the digital age have been impactful for Indonesian PER scholars in the development of a vast number of technical assistances within physics learning, including audio-visual media [118,[291][292][293][294][295][296][297][298], web-based applications [299,300], android applications [119][120][121][122][301][302][303][304][305][306][307][308], augmented reality [309], and distance learning [310][311][312]. The cultural context of Indonesian society is presented through the delivery of educational technology [306,[313][314][315][316][317][318][319].…”

Section: Topic 7: Educational Technologymentioning

confidence: 99%

Thematic Analysis of Indonesian Physics Education Research Literature Using Machine Learning

Santoso

Istiyono

Haryanto

et al. 2022

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Abundant physics education research (PER) literature has been disseminated through academic publications. Over the years, the growing body of literature challenges Indonesian PER scholars to understand how the research community has progressed and possible future work that should be encouraged. Nevertheless, the previous traditional method of thematic analysis possesses limitations when the amount of PER literature exponentially increases. In order to deal with this plethora of publications, one of the machine learning (ML) algorithms from natural language processing (NLP) studies was employed in this paper to automate a thematic analysis of Indonesian PER literature that still needs to be explored within the community. One of the well-known NLP algorithms, latent Dirichlet allocation (LDA), was used in this study to extract Indonesian PER topics and their evolution between 2014 and 2021. A total of 852 papers (~4 to 8 pages each) were collectively downloaded from five international conference proceedings organized, peer reviewed, and published by Indonesian PER researchers. Before their topics were modeled through the LDA algorithm, our data corpus was preprocessed through several common procedures of established NLP studies. The findings revealed that LDA had thematically quantified Indonesian PER topics and described their distinct development over a certain period. The identified topics from this study recommended that the Indonesian PER community establish robust development in eight distinct topics to the present. Here, we commenced with an initial interest focusing on research on physics laboratories and followed the research-based instruction in late 2015. For the past few years, the Indonesian PER scholars have mostly studied 21st century skills which have given way to a focus on developing relevant educational technologies and promoting the interdisciplinary aspects of physics education. We suggest an open room for Indonesian PER scholars to address the qualitative aspects of physics teaching and learning that is still scant within the literature.

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Section: Topic 7: Educational Technologymentioning

confidence: 99%

Thematic Analysis of Indonesian Physics Education Research Literature Using Machine Learning

Santoso

Istiyono

Haryanto

et al. 2022

Data

View full text Add to dashboard Cite

show abstract

“…Validitas instrument dicari menggunakan bantuan software quest dengan teori respon butir/ IRT [15] [16]. Subjek yang digunakan untuk menghitung validitas instrument sebanyak 60 orang, jumlah ini dipilih berdasarkan ukuran sampel terkecil yang bisa digunakan untuk mengukur validitas dan reliabilitas instrument yaitu 30 [17] [18]. Sehingga data yang dihasilkan akan sesuai dengan tujuan penelitian yang ditetapkan.…”

Section: Metode Penelitianunclassified

Persepsi Orang Tua Terhadap Sistem Pembelajaran Online Siswa SD Di Masa Pandemi COVID-19 (Analisis Validitas Dan Reliabilitas Instrumen)

Lestiyanawati

Adi

2021

Jurnal Pendidikan dan Teknologi Indonesia

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Penyebaran virus covid-19 di Indonesia memberikan dampak yang signifikan, salah satunya adalah pada bidang pendidikan. Dimana gelombang pembelajaran daring/ online sangat masif penyebaran nya. Perubahan proses pembelajaran dari tatap muka langsung menjadi daring/ online merupakan salah satu cara yang dilakukan Pemerintah melalui Kementerian Pendidikan dan Kebudayaan untuk memutus penyebaran virus covid-19. Namun, belum siapnya sumber daya manusia untuk melaksanakan pembelajaran daring/ online di era pandemi memunculkan problematika baru. Salah satunya adalah faktor orang tua siswa, dimana kebanyakan orang tua siswa belum siap dan belum mampu sepenuhnya menggantikan peran guru pada proses pembelajaran online. Penelitian ini merupakan penelitian kualitatif dengan metode survei yang dilakukan secara online. Tujuan dari penelitian ini adalah untuk mengetahui validitas dan reliabilitas instrument persepsi orang tua siswa, serta untuk mengetahui persepsi orang tua terhadap pembelajaran daring/ online di era pandemi. Teknik pengumpulan data pada penelitian ini adalah menggunakan angket yang telah divalidasi, baik validasi isi, keterbacaan, maupun validasi empiris. Hasil penelitian menunjukkan bahwa instrumen angket persepsi orang tua bernilai valid dan reliabel berdasarkan validasi isi oleh ahli, serta bernilai valid dan reliabel berdasarkan validasi empiris dengan bantuan program Quest.

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Development of PIAUD Science Learning Media (PSLM) Based on Wonosobo Local Wisdom

Cited by 2 publications

References 8 publications

Thematic Analysis of Indonesian Physics Education Research Literature Using Machine Learning

Thematic Analysis of Indonesian Physics Education Research Literature Using Machine Learning

Persepsi Orang Tua Terhadap Sistem Pembelajaran Online Siswa SD Di Masa Pandemi COVID-19 (Analisis Validitas Dan Reliabilitas Instrumen)

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