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Mungkap Mangapul Siahaan
Universitas Internasional Batam
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Jurnal Penerapan Artificial Intellegence pada Penghapusan Object Dalam Video Editing: Penerapan AI , Loren; Siahaan, Mangapul
Journal of Information System and Technology (JOINT) Vol. 5 No. 1 (2024): Journal of Information System and Technology (JOINT)
Publisher : Program Sarjana Sistem Informasi, Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37253/joint.v5i1.4290

Abstract

Penelitian ini merupakan salah satu contoh implementasi artificial intellegence pada sebuah software. Penelitianini dibuat dengan tujuan mengembangkan fitur yang sudah ada menjadi lebih baik yaitu fitur untukmenghilangkan suatu objek pada video. Metode yang digunakan adalah fitur object removal pada photoshopyang mana akan dikembangkan dan di implementasikan sehingga fitur ini dapat berkembang menjadi lebih baikdan membantu kecepatan dan kemudahan dalam video editing. Masih banyak hal yang dapat diimplementasikandengan AI. Maka dari itu diharapkan dengan adanya jurnal penelitian ini dapat menginspirasi pembaca untukmengembangkan implementasi AI pada objek sehari-hari.
Improving Student’s Writing Skill Of Recount Text Through Diary Writing For Tenth Grade At Sma Swasta Kampus Nommensen Pematangsiantar Hutahaean, Grace Saurma; Siahaan, Mungkap Mangapul; Sihombing, Partohap Saut Raja; Pasaribu, Sunggul
Innovative: Journal Of Social Science Research Vol. 4 No. 6 (2024): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v4i6.16266

Abstract

This research aims to determine and describe students' difficulties in writing procedural texts in the tenth grade of SMA Swasta Kampus Nommensen Pematangsiantar and completion through diary media. This research method is designed as a quantitative research. The research chose students of grades X-2 and X-3 as the subjects of this research, consisting of 50 students. The technique used in collecting data was a writing test. The researcher chose alternative media to help students improve their recount text writing skills by using diaries. Upon examining the data, it was revealed that the cumulative score for the grammar test amounted to 1,246, resulting in a mean of 49.84. In contrast, the writing test yielded a total score of 1,610, with an average of 64.40. To The findings unveiled a robust connection between these two domains, with a correlation coefficient of 0.127, signifying a notably high correlation, as values ranging from 0.00 to 0.199 indicate a strong association.
The Effect of HOTS on Eleventh Grade Students' Reading Comprehension in Narrative Text at SMK Swasta HKBP Pematangsiantar Nainggolan, Lonatasya Sevari; Siahaan, Basar Lolo; Siahaan, Mungkap Mangapul
Innovative: Journal Of Social Science Research Vol. 4 No. 6 (2024): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v4i6.16490

Abstract

Tujuan dari penelitian ini adalah untuk mengetahui pengaruh strategi Higher Order Thinking Skills (HOTS) terhadap kemampuan siswa dalam membaca pemahaman teks naratif di kelas sebelas SMK Swasta HKBP Pematangsiantar. Penelitian ini menggunakan desain kuasi-eksperimental untuk menentukan penelitian ini. Sampel penelitian ini diambil dari dua kelas yang terdiri dari 60 siswa, 30 siswa di kelas eksperimen di kelas XI TKRO-2 dan 30 siswa di kelas kontrol di kelas XI TKRO-1. Peneliti menemukan bahwa total nilai rata-rata pre-test di kel as eksperimen adalah 60,33 dan post-test adalah 82,16. Total skor rata-rata pre-test di kelas kontrol adalah 57 dan post-test adalah 67,66. Setelah menghitung data dari semua skor, peneliti menemukan nilai t-test adalah 6,684. Kemudian peneliti menghitung dengan skor pada t-tabel dengan menggunakan signifikansi 0,05 dan diperoleh nilai 1,672. Jadi, peneliti menemukan bahwa t-test lebih tinggi dari t-tabel (6,684 > 1,672). Dapat disimpulkan bahwa pengaruh strategi HOTS terhadap pemahaman membaca teks naratif siswa kelas sebelas di SMK Swasta HKBP Pematangsiantar adalah afektif.
Prototipe Kurikulum PBI dan IKMBKM Sesuai Permendikbudristek No.53 Tahun 2023: PBI and IKMBKM Curriculum Prototype According to Permendikbudristek No. 53 of 2023 Sirait, Jumaria; Tambunan, Marlina Agkris; Sianturi, Canni Loren; Siahaan, Mungkap Mangapul; Purba, Johannes Riscy
Edu Cendikia: Jurnal Ilmiah Kependidikan Vol. 4 No. 02 (2024): Artikel Riset Edisi Agustus 2024
Publisher : ITScience (Information Technology and Science)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/educendikia.v4i02.4594

Abstract

This research is based on the paradigm of curriculum application or implementation, so the research data analysis technique uses the ADDIE method, namely Analyze, Design, Development, Implementation, and Evaluation to answer the research problem questions: (a) How is the current prototype of the PBI study program curriculum?; (b) How is the prototype of the PBI study program curriculum according to Permendikbudristek No. 53 of 2023? Thus, the purpose of the study is to determine the current PBI curriculum prototype and the PBI curriculum prototype according to Permendikbudristek No. 53 of 2023. The research was carried out in the odd semester of the 2023/2024 academic year. The research results obtained were in the form of a prototype of the PBI study program curriculum development FKIP-UHKBPNP according to Permendikbudristek RI No. 53 of 2023. Furthermore, the agile development method and prototype of the results of the curriculum development were used to be implemented in the PBI study program FKIP-UHKBPNP. The definition of development in this study is a scientific way to obtain data based on initial data, so that it can be used to produce, develop, and validate products. Product validation is also confirmed to users which is carried out through FGD, zoom, or direct meetings. The state of the arts of the research is a documentation study of the current PBI curriculum prototype and curriculum development to produce a PBI curriculum prototype according to Permendikbudristek RI No. 53 of 2023. Thus, the novelty or newness as a research finding is the PBI curriculum prototype according to Permendikbudristek RI No. 53 of 2023 which will be implemented in the PBI study program FKIP-UHKBPNP.
Analysis of Rice Yield Prediction with Mlpregressor and Long Short-Term Memory Models Sunoto; Mangapul Siahaan
INOVTEK Polbeng - Seri Informatika Vol. 10 No. 1 (2025): March
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/wnpm3846

Abstract

This research aims to analyse and compare the accuracy of rice productivity prediction using Multi-Layer Perceptron  Regressor (MLPRegressor) and Long Short-Term Memory (LSTM) models. The data used comes from the Badan Pusat Statistik (BPS) for the period 2018-2023, covering rice productivity from 34 provinces in Indonesia. The study employed six different architectural models for each model, with training data using the 2018-2020 period and testing data for 2021-2023. The results show that the LSTM model with 2-42-42-42-1 architecture achieved the highest accuracy rate of 94.12% with MSE 0.00305660, while the MLPRegressor model with 2-22-1 architecture achieved 91.18% accuracy with MSE 0.00471975. These results indicate that LSTM performs slightly better in predicting rice productivity, which can be used as a reference for agricultural planning and food policy in Indonesia.
Perancangan Sistem Informasi Penjualan Barang Bekas Berbasis Website dengan Metode Extreme Programming Siahaan, Mangapul; Lim, Tevin
CESS (Journal of Computer Engineering, System and Science) Vol. 9 No. 1 (2024): January 2024
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/cess.v9i1.51465

Abstract

Ketertarikan masyarakat terhadap barang bekas atau preloved semakin meningkat seiring dengan adanya peningkatan daya konsumtif terhadap barang bekas. Saat ini, masih banyak penjualan barang bekas yang dilakukan secara konvensional, terutama di Batam. Untuk mengatasi masalah ini, diperlukan pengembangan aplikasi penjualan barang bekas yang efektif, efisien, terjangkau, dan mudah diakses oleh masyarakat dengan menggunakan model bisnis peer to peer (P2P). Aplikasi ini dibangun dengan model penelitian Extreme Programming yang melibatkan tahap perencanaan, desain, pengkodean, dan pengujian, serta menggunakan berbagai diagram seperti diagram use case, diagram aktivitas, dan diagram hubungan entitas. Metode penelitian ini berfokus pada kualitatif dan Extreme Programming. Hasil penelitian ini berupa sebuah sistem yang telah diimplementasikan menggunakan framework Laravel dan teknologi Livewire, yang telah diuji melalui metode Black-box Testing, dan hasilnya menunjukkan bahwa sistem memenuhi kriteria yang telah ditetapkan. Dengan demikian, sistem ini siap digunakan untuk memfasilitasi transaksi barang bekas secara online.
Evaluasi Kepuasan Konsumen Aplikasi OVO Menggunakan Pendekatan Technology Acceptance Model (TAM) dan End User Computing Satisfaction (EUCS) Gultom, Erwin Geovanis; Siahaan, Mangapul
CESS (Journal of Computer Engineering, System and Science) Vol. 10 No. 2 (2025): Juli 2025
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/cess.v10i2.67850

Abstract

Studi ini mengintegrasikan kerangka kerja Technology Acceptance Model (TAM) bersama dengan End User Computing Satisfaction (EUCS) guna mengevaluasi elemen-elemen yang berpengaruh terhadap tingkat kepuasan pengguna platform OVO dalam ranah transaksi digital. Pendekatan TAM yang merangkum aspek persepsi manfaat, kemudahan operasional, dan respon pengguna, dipadukan dengan dimensi EUCS yang mencakup kualitas konten, presisi data, tampilan antarmuka, aksesibilitas penggunaan, dan efisiensi waktu, menciptakan landasan analisis yang holistik untuk memahami proses penerimaan dan evaluasi pengguna terhadap layanan aplikasi tersebut. Temuan riset mengindikasikan bahwa penggabungan kedua framework ini berhasil menguraikan secara komprehensif variabel-variabel krusial yang membentuk satisfaksi pengguna dalam ekosistem teknologi pembayaran digital, meliputi utilitas praktis yang dipersepsikan serta responsivitas performa sistem. Hasil analisis ini memberikan kontribusi signifikan bagi formulasi strategi optimalisasi mutu layanan platform pembayaran digital di Indonesia, yang sejalan dengan akselerasi fenomena adopsi teknologi finansial yang telah mentransformasi paradigma transaksi masyarakat secara fundamental.
PENINGKATAN PROFESIONALISME GURU DI ERA MERDEKA BELAJAR BERBASIS TEKNOLOGI DIGITAL PADA GURU-GURU MATA PELAJARAN BAHASA INGGRIS Siahaan, Mungkap Mangapul; Sirait, Jumaria; Marbun, Lastri Evati Mori; Sijabat, Apriani; Pane, Eva Pratiwi; Sidabutar, Ropinus; Purba, Rudiarman; Sibagariang, Susy Alestriani; Siahaan, Sanggam Magda Lasmaria; Sitorus, Ester; Sirait, Esti Marlina; Pasaribu, Sunggul; Sinaga, Asima Rohana
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 5 No. 1 (2024): Volume 5 No 1 Tahun 2024
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v5i1.24593

Abstract

Guru dan dosen wajib menguasai kompetensi pedagogik, profesional, sosial dan kemandirian pribadi. Sebagai pendidik, setiap kompetensi tersebut menjadi kecakapan dan modal dasar dalam berkolaborasi, inovasi dan interaksi di dalam pembelajaran bersama dengan peserta didik. Untuk menumbuhkembangkan salah satu dari komponen tersebut yakni profesionalisme, maka workshop, pembimbingan, pelatihan dan pendampingan penelitian tindakan kelas (PTK) menjadi sebuah kegiatan wajib untuk guru dan dosen. Konsep workshop dilaksanakan dengan: menyampaikan konsep dasar dan pengertian penelitian tindakan kelas, mengungkapkan karakteristik penelitian tujuan dan manfaat penelitian tindakan kelas, menyampaikan prinsip-prinsip penelitian tindakan kelas, melukiskan prosedur pelaksanaan penelitian tindakan kelas, mencirikan masalah yang dapat teliti dan menyusun draft penelitian tindakan kelas. Workshop penyusunan proposal penelitian tindakan kelas (PTK) ini dilakukan dengan teknis: Seminar dan ceramah bervariasi, praktek (pembimbingan, pelatihan dan pendampingan), diskusi dan tanya jawab.
PENGUATAN KOMPETENSI GURU MERDEKA BELAJAR BERBASIS TEKNOLOGI DIGITAL DI SMP NEGERI 1 DOLOK PARDAMEAN Siahaaan, Mungkap Mangapul; Sirait, Jumaria; Purba, Rudiarman; Sihombing, Santa R; Pasaribu, Sunggul; Sinaga, Asima Rohana
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 5 No. 4 (2024): Volume 5 No. 4 Tahun 2024
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v5i4.30893

Abstract

Dolok Pardamean Nagori, Dolok Pardamean District, Simalungun Regency is one of several priority areas for villages assisted by the Community Service Program by HKBP Nommensen Pematangsiantar University. Dolok Pardamean District has two State Middle Schools and one Private Middle School. SMP Negeri 1 Dolok Pardamean as one of the state junior high schools in Dolok Pardamean District was greatly affected by post-pandemic learning loss and due to the limited use of digital technology in learning. This is demonstrated by school academic data reports which show a decline in achievement in the 2019/2020, 2020/2021, 2021/2022 academic years. This resulted in a decrease in the number of new students. The 2022/2023 academic year will be a tough challenge for SMP Negeri 1 Dolok Pardamean to improve the school's academic quality after Covid-19. The use and implementation of various online learning, implementation of the Merdeka Belajar curriculum and strengthening digital-based teacher competency are programs prepared to be able to increase the skills of teachers at SMP Negeri 1 Dolok Pardemean so that as educational agents, SMP Negeri 1 Dolok Pardemean teachers are able to increase their interest and each student's interest in learning, innovation, creation and collaboration of competencies so that they work together to improve the academic, psychological and character quality of students. After understanding and mapping the problems at SMP Negeri 1 Dolok Pardamean, lecturers at the English Education Study Program, Mathematics Education Study Program, and Computer Science Study Program at HKBP Nommensen University Pematangsiantar determined and prioritized service to this school with the aim of strengthening the competence of teachers in terms of the curriculum. independent learning and digital technology-based learning. In terms of teacher competency, teachers will be trained in the steps to create and use various digital technology-based independent curriculum learning models and media. The solution is to hold a systematic strengthening and training program.
Analisis Pengaruh Game Online Dan Motivasi Bermain Terhadap Minat Belajar Siswa SD di Kota Batam Sama, Hendi; Syahputra, Bayu; Siahaan, Mangapul; Zulkarnain, Zulkarnain; Sabariman, Sabariman; Eryc, Eryc
Journal of Information System and Technology (JOINT) Vol. 6 No. 3 (2025): Journal of Information System and Technology (JOINT)
Publisher : Program Sarjana Sistem Informasi, Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37253/joint.v6i3.11501

Abstract

This study aims to determine the effect of online games and playing motivation on the learning interest of elementary school students in Batam City. The research method used is a qualitative and quantitative method with variables Online Games (X1), Motivation to Play (X2) and Interest in Learning (Y). The qualitative method took 30 samples of elementary school students, and the quantitative method took 392 samples of elementary school students with the population set at 20,000, because there is no specific number. Qualitative data collection techniques were carried out by interviewing respondents, while quantitative data collection, it was done by distributing questionnaires and measurement using a Likert scale. Data analysis in both methods was carried out using the SPSS application, specifically for the qualitative method was codified first. From the results of the qualitative and quantitative analysis, it can be concluded that the variables Online Games and Motivation to Play partially and simultaneously have a significant effect on the variable Interest in Learning. It can also be concluded that the variable Interest in Learning is influenced by the variables Online Games and Motivation to Play by 59.9% while 40.1% is influenced by other variables not examined in this study.
Co-Authors , Loren Adi Agnes Sianipar Agung Rizky Ahmad Gunawan Ahmad Mawardi Lubis Andik Yulianto Anita Panjaitan Anita Sitanggang Annisya Putri Nadhia Anton Luvi Siahaan Apriani Sijabat Ariq Bimantoro Balinda Oca Rosalia Basar Lolo Siahaan Bertaria Sohnata Hutauruk Canni Loren Sianturi Cesya Rosenta Purba Chandra, Jefriyanto Chintya Lorenz Christian S. Putra Girsang Christian, Yefta Christopher Christopher Christopher Harsana Jasa Daniel Arnoldi Gultom Darius Angtony David Gordon Gultom Dedy Susanto Deli Derlina Derlina Dewi, Syasya Tri Puspita Dian Winda Tamba Edwards, John Efrinda Yuliarmi Damanik Eka Setiawati Erica Titoni Eryc, Eryc Febri Yanti Firmansyah, Muhamad Dody Fitri May Danthi Saragih Frank Lurich Gabriella Clarisa Silaban Gabriella, Jessica Glorya Natalia Rohani Napitupulu Gultom, Erwin Geovanis Guntara, Muhammad Arif Hafizh akmal Hafizh Akmal Haloho, Uci Nursanty Handyca Yeng Hansen Jonatan Hansvirgo Hansvirgo Hendi Che Hendi Sama Heppy Theresia Sitompul Herna Febrianty Sianipar Herna Febrianty Sianipar Hisar Marulitua Manurung Hutahaean, David Togi Hutahaean, Grace Saurma Indasari Deu Irene Adryana Nababan Irene Adryani Nababan Jason Angelo Ong Jefriyanto Chandra Jennifer Jennifer Jocelyn Jocelyn Joen Lie Julia Julia Justin Justin Kamal Arif Al-Farouqi Kelvin Kelvin Kurniawan Kenidy, Ryan Kevin Anderson Kevin William Andri Siahaan Kgomotso Moyo Khomali, Carlos Justin Kristiani Siagian Kristina Vaher Leonita Maria E Manihuruk Liang, Suwarno Lie, Joen Lim, Tevin Lim, Vincent Manurung, Sri Maneni Marbun, Lastri Evati Mori Marbun, Shopia Sonata Maret Ningsihermina Sihombing Maryanto Saragih Maulana, Azhar Mawar Febrianti Irene Manurung Meilani Sidabutar Melda Veby Ristella Munthe Melissa Valentino Rosiana Mely Christi Sihotang Mikhael Chendra Muhamad Dody Firmansyah Muhammad Dody Firmansyah Muhammad Ridho Alfarizi Muhammad Sulton Maulana Muhtarom Muthia Andini Nababan, Irene Adryana Nainggolan, Lonatasya Sevari Nancy Vanessa Nancy Vanessa Napitupulu, Selviana Nopia Sihombing Novita Forena Simanungkalit Oktaviani, Katherine Oktavina Oktavina Pane, Eva Pratiwi PANJAITAN, MUKTAR B Paroli Paroli Partohap S. R Sihombing, Partohap S. R Partohap Sihombing Pasaribu, Sunggul Paulus Nugraha Simanjuntak Purba, Christian Neni Purba, Johannes Riscy Purba, Rudiarman Purba, Yoel Octobe Randy Sitompul Rendhika Adyatama Restu Maulana Nashuha Richard Andre Sunarjo Ricky Hartanto Rizky Sebastian Rosalia, Balinda Oca Roy Valentino Chandra Rubin Gu Rubin Rubin Ruth Yuni Lisa Simangunsong Ryan Kenidy Ryan Kenidy Sabariman Sabariman Sabariman Sabariman Sama, Hendi Sama, Hendi Samosir, Hottua Sanggam Magda Lasmaria Siahaan Sanggam Siahaan Sarah Aufah Athiya Satria Lim Setia Oktaviana Sirait Setiawan Joddy Setiawan Joddy Siahaan, Basar Lolo Siahaan, Rina Devi Siahaan, Theresia Monika SIANTURI, TAMBOS AUGUST Sibagariang, Susy Alestriani Sibarani, Ega Putri Sani Sidabutar, Ropinus Sihombing, Santa R Silitonga, Immanuel Douglas Silvia Torong Simangunsong, Anita Debora Br. Simanjuntak, Fredian Simanjuntak, Harry Cristofel Simatupang, Leo Fernando Sinaga, Asima Rohana Sinaga, Asima Rohani Sinaga, Christa Voni Roulina Sinaga, Lambok Hasudungan Pratama Yuda Sinurat, Bloner Sirait, Esti Marlina Sirait, Jumaria Sirait, Setia Oktaviana Siska Natalia Situmeang Sitorus, Ester Steven Harazaki Lase Sudy Sumiati Butar-Butar Sunoto Sunoto Suwarno Liang Suwarno Liang Suwarno Suwarno Syaeful Anas Aklani, Syaeful Syahputra, Bayu Syahrul Muarif Wahid Syasya Tri Puspita Dewi Taai, Derwin Tambunan, Betty Jeniari Tambunan, Marlina Agkris Terizla, Rizky Fredrin Tessa Handra Tevin Lim Theresia Monika Siahaan Thesalonika, Emelda Tiarma Intan Marpaung Tiarma Marpaung Tjahyadi, Surya Toktar Kerimbekov TRI SUSANTI Tukino Tukino Vanessa, Nancy Vendhy Vendhy Vincent Lim Vincent Octarian Vianto Wahyu Yudianto Wenky, Wenky Wijaya, Ricky Wijaya Wilson Wilson Yanti Kristina Sinaga Yanti kristina Sinaga Yanto Gui Yeng, Handyca Yeni Enjela Sianturi Yosua Marasi Parningotan Siagian Yulsen Yulsen Zulkarnain Zulkarnain Zulkarnain