Analysis of Availability of Case-Based Reasoning Approaches on Physics Textbooks Class X Semester 1

Nabila Melia Hanum, Fanny Rahmatina Rahim, Silvi Yulia Sari

Abstract


Learning is strengthened by using an approach to learning. In the 2013 curriculum, it is recommended to use an approach to learning, one of which is the Case-Based Reasoning (CBR) approach. One approach similar to the current process standards is the CBR approach, which helps teachers provide more student involvement in learning activities. There are many physics textbooks that many publishers have circulated, so It is vital to investigate whether or not these books have provided a CBR approach to learning to improve reasoning skills and higher-order thinking as suggested in the 2013 curriculum. This research was done to analyze the CBR approach. CBR is in a physics textbook for class X, semester 1, at Public High Schools in the City of Padang. The research carried out included descriptive research using a qualitative approach. The research population consisted of all physics textbooks for class X high school published in Indonesia and used in the city of Padang. The research samples were three Physics textbooks for Class X High School Semester 1: ER, IP, and TS. The research results showed that no CBR approach was found in the three physics textbooks analyzed. Hence, we concluded that no textbooks are currently available that provide a CBR approach.


Keywords


Analysis; Case-Based Reasoning; Text Book

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References


Aamodt, A., & Plaza, E. (1994). Case-based reasoning: Foundational issues, method ological variations, and system approaches. Artificial Intelligence Communications, 7(1), 39–59.

Aesyi, U. S., & Wardoyo, R. (2019). Prediction of length of study of student applicants using case based reasoning. IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 13(1). https://doi.org/10.22146/ijccs.28076

Avramenko, Y., & Kraslawski, A. (2008). Case-based reasoning approach. Studies in Computational Intelligence, 87, 51–70. https://doi.org/10.1007/978-3-540-75707-8_3

Aziz, F. Z., Setiawan, F., Hariadi, D., & Setianingsih, F. N. (2022). Transformasi kebijakan kurikulum pendidikan di Indonesia sebagai landasan pengelolaan pendidikan. Attractive : Innovative Education Journal, 4(2).

Bergmann, R., Althoff, K.-D., Breen, S., Göker, M., Manago, M., Traphöner, R., & Wess, S. (2003). Case-Based Reasoning Approaches (pp. 21–34). https://doi.org/10.1007/978-3-540-40994-6_3

Chaerani, N. I. P., Rosmana, P. S., Iskandar, S., Putri, D. O., Rahman, M. C., & Hasanah, N. W. (2022). Pengaruh pengembangan kurikulum terhadap prestasi siswa. Al Qodiri : Jurnal Pendidikan, Sosial Dan Keagamaan, 20(1). https://doi.org/10.53515/qodiri.2022.20.1.12-27

Dahar, R. W. (2011). Teori-teori belajar & pembelajaran. Erlangga.

Depdiknas. (2008). Panduan pengembangan bahan ajar. In Direktorat Pembinaan Sekolah Menengah Atas.

Fadlillah, M. (2014). Implementasi Kurikulum 2013 dalam Pembelajaran SD/MI, SMP/MTs, SMA/MA (1st ed.). Ar-Ruzz Media.

Fahmi, F., & Bitasari, W. (2021). Revitalisasi implementasi kurikulum pendidikan. Al-Fikru: Jurnal Ilmiah, 14(2). https://doi.org/10.51672/alfikru.v14i2.30

Gegenfurtner, A., Lewalter, D., Lehtinen, E., Schmidt, M., & Gruber, H. (2020). Teacher expertise and professional vision: Examining knowledge-based reasoning of pre-service teachers, in-service teachers, and school principals. Frontiers in Education, 5. https://doi.org/10.3389/feduc.2020.00059

Indah, D. R., Firdaus, M. A., & Wijaya, F. (2018). Penerapan case based reasoning pada sistem manajemen pengetahuan pengelolaan infak dan sedekah berbasis web. JSI: Jurnal Sistem Informasi (E-Journal), 10(1). https://doi.org/10.36706/jsi.v10i1.8030

Kolodner, J. L., Camp, P. J., Crismond, D., Fasse, B., Gray, J., Holbrook, J., Puntambekar, S., Ryan, M., Janet, L., & Paul, J. (2009). Problem-based learning meets case-based reasoning in the middle- school science classroom : putting learning by design ( tm ) into practice problem-based learning meets case-based reasoning in the middle-school science classroom : Putting learning by desi. Learning, 8406(April 2011), 495–547. https://doi.org/10.1207/S15327809JLS1204

Main, J., Dillon, T. S., & Shiu, S. C. K. (2001). A tutorial on case based reasoning. Soft Computing in Case Based Reasoning, 1–28. https://doi.org/10.1007/978-1-4471-0687-6_1

Martin, A. (2016). A combined Case-Based Reasoning and Process Execution Approach for Knowledge-Intensive Work. November, 339. http://hdl.handle.net/10500/22796

Mokmin, N. A. M., & Masood, M. (2015). Case-based reasoning and profiling system for learning mathematics (CBR-PROMATH). Lecture Notes in Electrical Engineering, 315. https://doi.org/10.1007/978-3-319-07674-4_88

Mukhlis, I., & Oktalina, G. (2018). Case-Based reasoning (cbr) method can affect the creative problem solving skil (cpss) students based on regional differences of school. Proceedings of the 1st International Conference on Islamic Economics, Business, and Philanthropy (ICIEBP 2017) - Transforming Islamic Economy and Societies, 847-852. https://doi.org/10.5220/0007091108470852

Mulyana, S. (2009). Tinjauan singkat perkembangan case based reasoning. Seminar Nasional Informatika 2009 UPN “Veteran” Yogyakarta, 2009(semnasIF), 17–24.

Oconitrillo, L. R. R., Vargas, J. J., Camacho, A., Burgos, Á., & Corchado, J. M. (2021). Ryel: An experimental study in the behavioral response of judges using a novel technique for acquiring higher-order thinking based on explainable artificial intelligence and case-based reasoning. Electronics (Switzerland), 10(12).

https://doi.org/10.3390/electronics10121500

Permatasari, A. D., & Anwas, E. O. M. (2019). Analisis pendidikan karakter dalam buku teks pelajaran ilmu pengetahuan alam kelas VII. Kwangsan: Jurnal Teknologi Pendidikan, 7(2). https://doi.org/10.31800/jtp.kw.v7n2.p156--169

Prastowo, A. (2016). Memahami metode-metode penelitian: suatu tinjauan teoritis dan praktis. Ar-Ruzz Media; Ar-Ruzz Media.

Putri, T., Desi, A., & Efendi, R. (2016). Implementasi metode cbr (case based reasoning) dalam pemilihan pestisida terhadap hama padi sawah menggunakan algoritma k- nearest neighbor (KNN) (Studi Kasus Kabupaten Seluma). Jurnal Rekursif, 4(1), 13.

Rahman, A., & Budiyanto, U. (2019). Case based reasoning adaptive e-learning system based on visual-auditory-kinesthetic learning styles. International Conference on Electrical Engineering, Computer Science and Informatics (EECSI).

https://doi.org/10.23919/EECSI48112.2019.8976921

Rahman, A., Mutiarawan, R. A., Darmawan, A., Rianto, Y., & Syafrullah, M. (2019). Prediction of students academic success using case based reasoning. International Conference on Electrical Engineering, Computer Science and Informatics (EECSI). https://doi.org/10.23919/EECSI48112.2019.8977104

Rahmawati, G. (2016). Buku teks pelajaran sebagai sumber belajar siswa di perpustakaan sekolah di SMAN 3 Bandung. Edulib, 5(1). https://doi.org/10.17509/edulib.v5i1.2307

Raste, S., Deep, A., & Murthy, S. (2021). Karyotype: An interactive learning environment for reasoning and sense making in genetics through a case-based approach. 29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings, 1.

Riduwan. (2012). Skala pengukuran variabel-variabel penelitian (Vol. 2012). Alfabeta.

Rismawan, T., & Hartati, S. (2013). Case-based reasoning untuk diagnosa penyakit tht (telinga Hidung dan tenggorokan). IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 7(1). https://doi.org/10.22146/ijccs.2154

Salem, A. M., & Hisham, S. K. (2013). Case-based reasoning approach for intelligent tutoring systems. recent Techniques in Educational Science, 7, 21–26.

Samsinar, S. (2020). Urgensi learning resources (sumber belajar) dalam meningkatkan kualitas pembelajaran. Didaktika : Jurnal Kependidikan, 13(2).

Sani, R. A. (2014). Metode Pembelajaran Saintifik Untuk Implementasi Kurikulum 2013. PT Bumi Aksara, 53(9), 1689–1699.

Sitepu, B. P. (2012). Penulisan buku teks pelajaran - Google Scholar. Bandung: PT Remaja Rosdakarya.

Smiti, A., & Elouedi, Z. (2011). Overview of Maintenance for Case based Reasoning Systems. International Journal of Computer Applications, 32(2), 975–8887.

Sugiyono. (2017). Metode Penelitian Pendekatan Kuantitatif Kualitatif. Alfabeta.

Sukardi. (2012). Metodologi Penelitian Pendidikan: Kompetensi dan Praktiknya. Bumi Aksara.

Supic, H. (2018). Case-based reasoning model for personalized learning path recommendation in example-based learning activities. Proceedings - 2018 IEEE 27th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2018. https://doi.org/10.1109/WETICE.2018.00040

Tawfik, A. A., & Keene, C. W. (2013). Applying case-based reasoning theory to support problem-based learning. the journal of applied instructional Design, 3(2), 31–40.

Tawfik, A. A., & Kolodner, J. L. (2016). Systematizing scaffolding for problem-based learning: A view from case-based reasoning. Interdisciplinary Journal of Problem-Based Learning, 10(1). https://doi.org/10.7771/1541-5015.1608

Teng, Z., Chen, J., & Xia, H. (2016). Study on case-based reasoning-inspired approaches to machine-learning. Proceedings - 2015 International Conference on Intelligent Transportation, Big Data and Smart City, ICITBS 2015. https://doi.org/10.1109/ICITBS.2015.192

Wahanani, H. E., Prami Swari, M. H., & Akbar, F. A. (2020). Case based reasoning prediksi waktu studi mahasiswa menggunakan metode euclidean distance dan normalisasi min-max. Jurnal Teknologi Informasi Dan Ilmu Komputer, 7(6). https://doi.org/10.25126/jtiik.2020763880

Wahidin, S. S. (2023). Learning in higher education based on artificial intelligence (ai) with case based reasoning (cbr). Resti, 1(1), 19–25.

Watson, I., & Marir, F. (1994). Case-Based Reasoning: A Review. http://www.ai-cbr.org/classroom/cbr-review.html




DOI: https://doi.org/10.20527/jipf.v7i2.7932

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