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PUBLIC TRANSPORTATION SERVICE PERFORMANCE ASSESSMENT APPLICATION FOR BUS RAPID TRANSIT(BRT) TRANS SEMARANG Abdayani, Maharani Putri; Siswanto, Joko; Lestari, Astri
Jurnal Ilmiah Teknologi dan Rekayasa Vol 30, No 1 (2025)
Publisher : Universitas Gunadarma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35760/tr.2025.v30i1.13693

Abstract

Analysis of service performance through surveys distributing questionnaires to BRT passengers is a complicated process which results in it being less effective and efficient due to using many devices and human resources. A BRT service performance assessment application using the Importance Performance Analysis (IPA) method is proposed to solve this problem which is built using the waterfall method (analysis, design, coding and testing). The public transport service performance assessment application can produce analysis and cartesian diagrams for assessing the performance and importance of BRT services automatically and in real time. The application was tested using black box testing on 7 test cases for admins and 5 test cases for respondents with valid results or in line with expectations. The application is used to analyze service performance in Corridor 4 BRT Trans Semarang which is filled directly by 100 passengers (respondents) with the results of quadrant I of the Cartesian diagram about drivers who are orderly in traffic and prioritize safety (statement 5), and buses have safety equipment (statement 6) can be prioritized in service. BRT Trans Semarang managers can use the resulting application to improve the effectiveness and efficiency of service performance analysis, identify service aspects that need to be prioritized, and support data-based decision making for public transportation (BRT) management.
ANALISIS KEMAMPUAN KOGNITIF DAN MISKONSEPSI PEMBELAJARAN IPA MATERI KALOR PADA MAHASISWA CALON GURU SEKOLAH DASAR DI STKIP NASIONAL Surya, Adi Darma; Tajqiyah, Lina; Refiarni, Refiarni; Sumarno, Sumarno; Siswanto, Joko
Jurnal Ilmiah Aquinas Vol. 6 No. 1 (2023): Januari 2023
Publisher : Unversitas Katolik Santo Thomas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54367/aquinas.v6i1.2318

Abstract

Pendidikan melalui program pembelajaran pada dasarnya mempunyai tujuan untuk menciptakan sumber daya manusia yang berkualitas. Untuk mewujudkannya calon guru harus memiliki kemampuan yang baik dalam memahami konsep-konsep dasar suatu bidang ilmu. Fakta menunjukkan bahwa pemahaman calon guru terhadap konsep-konsep dalam pembelajaran IPA masih rendah. Seringkali ditemukan kesalahan pemahaman mahasiswa terhadap suatu konsep ilmu (miskonsepsi) dan bahkan sama sekali tidak memahaminya. Apabila miskonsepsi mahasiswa calon guru ini dibiarkan, maka akan menimbulkan miskonsepsi yang berkelanjutan pada peserta didik, sehingga akan mempengaruhi kualitas outuput pembelajaran. Tujuan penelitian ini adalah untuk mengetahui bagaimana kemampuan kognitif dan kaitannya dengan miskonsepsi pembelajaran IPA materi kalor pada mahasiswa calon guru sekolah dasar. Metode penelitian yang digunakan menggunakan pendekatan deskriptif kuantitatif dengan objek penelitian yaitu mahasiswa calon guru sekolah dasar di STKIP Nasional. Instrumen yang digunakan dalam penelitian ini adalah There Tier-Test yang digunakan untuk mengidentifikasi miskonsepsi yang terjadi pada calon guru SD. Analisis data dalam penelitian ini dilakukan dengan teknik persentase. Hasil penelitian menunjukkan bahwa secara umum mahasiswa mengalami miskonsepsi pada materi kalor dengan persentase sebesar 52,43% dan hanya 23,13% yang sudah memahami dengan baik konsep-konsep pada materi kalor. Selebihnya terdapat miskonsepsi (false negative) sebesar 15,16% dan miskonsepsi (false positive) sebesar 8,27%. Dengan demikian diperlukan inovasi baik pada strategi, media atau model pembelajaran sehingga pemahaman mahasiswa calon guru SD khususnya pada konsep-konsep materi kalor semakin baik dan tidak terjadi miskonsepsi yang terus berkelanjutan.
Enhancing Students’ Climate Change Literacy through Climate-Integrated Physics Learning via Citizen Science Kuntari, Diyah Ayu; Ristanto, Sigit; Siswanto, Joko
Jurnal Pendidikan Fisika dan Teknologi (JPFT) Vol 11 No 1a (2025): Special Issue
Publisher : Department of Physics Education, Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jpft.v11i1a.8916

Abstract

This study aims to evaluate the effectiveness of climate change-integrated physics learning using a citizen science approach in improving the Climate Change Literacy (CCL) of grade XI high school students. A quantitative research method with a one-group pretest-posttest design was employed. Data were collected through cluster random sampling using test instruments and observation sheets to monitor learning implementation and student participation. The analysis included normality, homogeneity, and paired t-tests to assess significant differences between pretest and posttest scores. The findings revealed significant improvements in students’ CCL across cognitive, affective, and behavioral domains, with posttest scores showing statistically significant gains and 100% mastery achievement. This study provides empirical evidence supporting the integration of global issues into science education and offers valuable insights for curriculum development aimed at fostering climate awareness and literacy among youth.
PENYULUHAN PENDIDIKAN KESELAMATAN JALAN SISWA SEKOLAH MENENGAH KEJURUAN Hidayati, Tri Susila; Siswanto, Joko; Hadi, Suprapto; Ayu, Brasie P.S.B.R
INTEGRITAS : Jurnal Pengabdian Vol 7 No 1 (2023): JANUARI - JULI
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat - Universitas Abdurachman Saleh Situbondo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36841/integritas.v7i1.2842

Abstract

Banyak gangguan keselamatan, keamanan, kenyamanan, dan ketertiban lalu lintas yang ditimbulkan Siswa dengan perilaku pelanggaran lalu lintas. Pendidikan keselamatan jalan diperlukan supaya Siswa SMK atau Sederajat meningkatkan kesadaran berlalu lintas yang selamat dan aman. Penyuluhan berupa sosialisasi diperlukan Siswa tentang keselamatan dan regulasi lalu lintas yang berlaku. Kegiatan tersebut terselenggara di SMK Negeri 1 Cirebon dengan 3 aspek materi yaitu jalan, rambu lalu lintas, dan marka jalan. 3 tahapan pelaksanaan penyuluhan meliputi identifikasi, penyuluhan, dan evaluasi. Partisipan sebanyak 94 (36 OSIS dan 58 PKS). Penyuluhan mengindentifikasi kebutuhan dari perlengkapan, alat peraga atau praktikum, media, dan ruangan. Pemahaman keselamatan berlulintas pada 3 aspek diatas 81% menjadi perwujudan dasar kehidupan di sekolah, rumah, dan lingkungan. Evaluasi hasil akhir seluruh aspek ada direntang 51-75 termasuk kategori Cukup Baik.
Citizen Science in Science-Physics Class: Building Contextual Climate Change Literacy Andini, Elvina Risma; Siswanto, Joko
Lontar Physics Today Vol 4, No 3 (2025): November 2025
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/lpt.v4i3.25078

Abstract

This study aims to examine the potential of integrating Citizen Science (CS) into science-physics learning as a pedagogical approach that can help shape a contextual understanding of climate change. This study used the Systematic Literature Review (SLR) method with reference to the PRISMA 2020 guidelines. The review process was carried out through several steps, namely problem identification, literature search in various databases, determination of inclusion and exclusion criteria, selection of articles, and thematic analysis of literature that met the criteria. Of the 35 articles identified, 15 were selected for further in-depth analysis. The literature review indicates that the integration of CS into science-physics learning can effectively improve cognitive aspects (scientific literacy, critical thinking skills, and creativity), affective (positive attitudes towards the environment, self-confidence, and relationships with the scientific community), and behavioral (awareness of pro-environmental actions). However, significant behavioral changes are still limited, and implementation faces obstacles such as limited time, lack of teacher competence, and integration with the official curriculum. The uniqueness of this study lies in mapping the contribution of Citizen Science in strengthening students' climate literacy comprehensively. Citizen Science serves not only as a science learning method but also as a medium of scientific and social participation that connects scientific knowledge, environmental awareness, and concrete action.
Pemberdayaan Guru Sekolah Mengenai Keselamatan Berlalu Lintas: Empowering School Teachers Regarding Traffic Safety Siswanto, Joko; Apriyanto, Rizal; Tohom, Frans; Widiandaru, Nanang Okta; Fahmadi, Aat Eska; Ikapraja, Bagus
PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat Vol. 9 No. 7 (2024): PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat
Publisher : Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33084/pengabdianmu.v9i7.6876

Abstract

The behavior of drivers in the Tegal City school community often violates traffic rules because they do not understand and are not aware of traffic safety. Increased knowledge, understanding, awareness and skills of teachers regarding traffic safety need to be increased and empowered more massively. Empowering school teachers regarding traffic safety includes 4 stages (preparation, initial test, community empowerment, and final test) with traffic safety community results. 240 PAUD/TK/RA, SD/MI, SMP/MTs, and SMA/SMK/MA teachers as participants for 2 days with 7 topics. The majority of participants consisted of bachelor's degrees (89.6%), women (55.8%), ages 36-46 (35%), and PAUD teachers (25.8%). The initial test for 7 topics is still between 20%. Activities on the first day are stages 1-4 and on the second day stages 5-7. The final test of 7 topics is above 75%. 7 topics had an increase of more than 55%. Increasing school teachers' knowledge has an impact on imparting knowledge to students about traffic safety which can be a step to reduce the occurrence of accidents on the road.
Meta-Analysis of Problem Based Learning Models Impact towards of Problem Solving Skills in Physics Learning Ummah, Nur Siyaadatul; Nadzirin, Ayunin; Zahro, Fithriatiz; Prahani, Binar Kurnia; Siswanto, Joko; Mubarok, Husni; Yohannes, Abebayehu; Nugroho, Yuli Sutoto; Alfin, Jauharoti
International Journal of Emerging Research and Review Vol. 1 No. 2 (2023): June
Publisher : IKIP Widya Darma Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56707/ijoerar.v1i2.4

Abstract

Objective this study is to analyze problem based learning models effect towards skills of problem solving in learning Physics. Problem based learning in physics learning can trigger students to participate in the teaching and learning process actively. It can motivate students to increase interest in scientific problems that occur and simultaneously stimulate skills in solving scientific problems. Method used in this study is meta-analysis, namely by conducting a literature review of 15 scientific articles that several national and international journals have published regarding problem based learning models impact on skills of problem solving published from 2018 to 2022. Results of this research are a problem based learning model that has a significant impact on improving problem solving skills in learning Physics. So, problem based learning model able to be implemented in learning Physics to enhance problem solving skills. Novelty of this research is a type of scientific article that is used not only published by national journals but also published by international journals published from 2018 to 2022
Peningkatan Kemampuan Kolaborasi Siswa pada Materi Pendidikan Pancasila melalui Model PJBL Kelas IV SD Ruhmawati, Siti Ita; Pramasdyahsari, Agnita Siska; Siswanto, Joko; Handayaningsi, Susi
Jurnal Pendidikan Tambusai Vol. 8 No. 1 (2024): April 2024
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai, Riau, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jptam.v8i1.14700

Abstract

Keterampilan kolaborasi sangat penting untuk di tingkatkan. Model Pembelajran Project Based Learning dapat di gunakan untuk meningkatkan kolaborasi melalui projek kelompok. Penelitian ini bertujuan untuk meningkatkan kemampuan kolaborasi dengan penerapan model pembelajaran Project Based Learning. Adapun dalam penelitian ini adalah siswa kelas IV di SD Negeri Pandeanlamper 04 . Adapun jenis penelitian ini adalah penelitian Tindakan kelas. Hasil penelitian ini menunjukkan bahwa pelaksanaan pembelajaran dengan menerapkan model pembelajaran Project Based Learning pada mata pelajaran Pendidikan Pancasila dapat meningkatkan kolaborasi siswa. Hal ini dapat di lihat pada hasil observasi siswa pada siklus I dan siklus II. Pada siklus I terdapat presentasi akhir 42,1% dan siklus II terdapat presentasi akhir 57,8%. Sehinga terbukti bahawa terdapat peningkatan kolaborasi siswa melalui model pembelajaran Project Based Learning.
Efektifitas Model Problem Based Learning Berbantuan Media Audio-Visual terhadap Hasil Belajar Kognitif Siswa Kelas IV di SDN Wonotingal Asfiyana, Atika; Siswanto, Joko
Jurnal Pendidikan Tambusai Vol. 8 No. 2 (2024)
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai, Riau, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Penelitian ini dilatarbelakangi oleh rendahnya hasil belajar siswa kelas IV SDN Wonotingal yang disebabkan oleh penggunaan model pembelajaran yang kurang inovatif dan belum berpusat pada peserta didik serta media pembelajaran yang belum bervariasi. Penelitian ini bertujuan untuk menganalisis efektifitas model pembelajaran problem based learning berbantuan media audio-visual terhadap hasil belajar kognitif siswa kelas IV di SD Negeri Wonotingal. Penelitian ini merupakan penelitian kuantitatif dengan jenis Pre experimental Design dengan One Group Pretest Posttest Design. Sampel yang diambil adalah 23 siswa kelas IV SDN Wonotingal dengan menggunakan teknik Purposive Sampling yaitu suatu teknik penentuan dan pengambilan sampel yang ditentukan oleh peneliti dengan pertimbangan tertentu. Teknik analisis yang digunakan meliputi uji normalitas, kemudian uji hipotesis menggunakan uji One sample t test yang menunjukkan bahwa t_hitung = 3,300> t_tabel + 2,073 atau sig. 0,003 < 0,05 maka Ho ditolak dan Ha diterima. Hal ini berarti bahwa rata-rata hasil belajar kognitif peserta didik pada nilai posttest sudah mencapai ketuntasan belajar. Kemudian Uji N_Gain diperoleh mean N_Gain persen sebanyak 67,6262, sehingga dapat disimpulkan bahwa model pembelajaran problem based learning berbantuan media audio-visual cukup efektif untukditerapkan di kelas IV.
Deep Learning Based LSTM Model for Predicting the Number of Passengers for Public Transport Bus Operators Siswanto, Joko; Manongga, Danny; Sembiring, Irwan; Wijono, Sutarto
JOIN (Jurnal Online Informatika) Vol 9 No 1 (2024)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v9i1.1245

Abstract

The bus public transportation system has low reliability and ability to predict the number of passengers. The accuracy of predicting the number of passengers by public transport bus operators is still weak, which results in failure to implement solutions by operators. A prediction model with LSTM based on deep learning is proposed to predict passengers for 4 bus public transportation operators (Go Bus, New Zealand Bus, Pavlovich, and Ritchies) which are evaluated by MSLE, MAPE, and SMAPE with variations in epoch, batch size, and neurons. The dataset is a CSV performance report on Auckland Transport (AT) New Zealand metro patronage buses (01/01/2019-07/31/2023). The best prediction model was obtained from the lowest evaluation value and relatively fast time at variations of epoch 60, batch size 16, and neurons 32. The prediction results on training and testing data improved with the suitability of the model tuning. The proposed prediction model performs predictions 12 months later for 4 predictions simultaneously with predicted fluctuations occurring simultaneously. Strong negative correlation on New Zealand Bus-Pavlovich, strong positive correlation on Go Bus with Ritchies and Pavlovich. Predictions that are less closely related and dependent are New Zealand Bus against Go Bus, Pavlovich, and Ritchies. The proposed prediction modeling can be used as a basis for creating operator policies and strategies to deal with passenger fluctuations and for the development of new prediction models.
Co-Authors Abdayani, Maharani Putri Abdul Salam M, Abdul Salam Agnita Siska Pramasdyahsari, Agnita Siska Ahmad Nashir Tsalatsa Ainiyyah, Qurrotul Alifia, Putriya Alimah, Siti Nur Amimah, Zulaekhah Andini, Elvina Risma Andriani, Sefti Mellenia Anggraini, Silvia Anwar Sutoyo Aprilia, Clarisa Ayu Apriyanto, Rizal Aqielasyifa, Qaireen Ari Suharyani, Lina Arief Budiman, Muhammad Aries Tika Damayani, Aries Arifuddin, Muhammad Arumsari, Rafika Yuli Asfiyana, Atika Ayu, Brasie P.S.B.R Ayu, Brasie Pradana Sela Bunga Riska Bambang Riyanto Binar Kurnia Prahani Budi Minarti, Ipah Bunga Riska Ayu, Brasie Pradana Sela Cahyani, Reni Cahyaningsih, Rofiqoh Nadila Choirul Huda Choirun Nisa’, Choirun Daniawan, Benny Danny Manongga Desi Aulia, Desi Dwi Iryaning Handayani Eka Wahyu, Novanto Erry Derima Ryanto Fahmadi, Aat Eska Febrianto, Luky Achmal Fenny Roshayanti Fitriya, Arini Putri Fitriyani Fitriyani Frans Tohom Hadi, Suprapto Hadianti, Raisa Handayaningsi, Susi Harto Nuroso HARTONO, WINEKAS Haryani Haryani Hayat, M Syaipul Hepifesti, Elfika Hesti Wulandari Hidayati, Tri Susila Husni Mubarok Ida Dwijayanti Ikapraja, Bagus Irna Farikhah Irwan Sembiring Ismartiningsih Ismartiningsih, Ismartiningsih Isnuryantono, Effendi Isnuryantono, Effensi ISTIKA, WIDHA Izzah, Vika Lailatul Jafarudin, Asep Yusuf Jauharoti Alfin Joko Ariswanto, Joko Joko Saefan Joko Sulianto . . Juniarti, Vivi Rizky Kartinah Kartinah, Kartinah Kayati, Nur Kuntari, Diyah Ayu Kustanti, Evi Heri Kusumawardani, Normasintasari Lestari, Astri Mahendra, Alvin Adi Mahtari, S Maria Ulfah Miriam, S Misbah Misbah Mislah, Mislah Muh sohibi Muhammad Japar Mulyani Mulyani Mulyani, Winda Nur Nadzirin, Ayunin Ngatmini Ngatmini Ni Putu Herni Erawati Nindyasari, Wrestika Novi Nurhayati, Novi Noviana Dini Rahmawati, Noviana Dini Nugroho, Yuli Sutoto Nur Chasanah Nur Khoiri Nyoman, Ngurah Paramita Puspitasari, Asri Pipit Rusmandani, Pipit Pramesi, Ghaisani Arta Prayito, M Pujiningrum, Erlina Pusaka, Semerdanta Puspita Sari, Asri Paramita Rachman, Devi Puspitarini Rahmayani, Aprilia Refiarni, Refiarni Resmiana, Lolita Dwi Rofian -, Rofian Rohmah, Khofifatur Roland Y.H. Silitonga Ruhmawati, Siti Ita S. Sumarno Saadah, Kalimatus Santoso, Ririn Saputra, Rangga Apriliyanto Saputri, Dessy Indah Sarah Miriam, Sarah Sari, Arviani Senator Nur Bahagia Sigit Ristanto Singgih, Vinsensius Siti Murtiningsih Siti Patonah Soraya, Tria Alfi Sri Soeprapto Sri Sudarsih Sukamto Sukamto Sukmawati, Indah Sumarno . Surya, Adi Darma SURYANI Sutarto Wijono Suyidno Suyidno Tajqiyah, Lina Tota Simatupang Tri joko Kurniawan Triyanto, Fajar Triyanto, Fajar Ulya, Naila Darojatil Umi Fatimah, Fahrun Nisa Ummah, Nur Siyaadatul Utami, Yuni Falah Veryliana Purnamasari, Veryliana Wahyu, Novanto Eka Wahyuni ikip pgri semarang Wahyuningsih, Dewi Wibiantoro, Aji Candra Widayati, Putri Arum Widiandaru, Nanang Okta Widiyani, Tri Purna Wijayanti, Ida Wiyaka Wiyaka Y I Wicaksono Y. I. Wicaksono Y.I. Wicaksono Yekti Agus Setiyorini, Yekti Agus Yohannes, Abebayehu Zahro, Fithriatiz