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Naive Bayes Sentiment Analysis Study On Street Boba And Gildak Kediri Consumer Reviews Prasentya, Cindy Aprilia Wijaya; Hermanto, Didik; Negar, Wana Pramudyawardana Kusuma; Isinkaye, Folasade Olubusola
(JAIS) Journal of Applied Intelligent System Vol. 9 No. 1 (2024): Journal of Applied Intelligent System
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62411/jais.v9i1.10309

Abstract

Streetboba & Gildak Kediri outlet is a restaurant that serves a variety of Korean food menus and various kinds of drinks with boba and jelly toppings that are sold at low prices that suit the student's budget. This restaurant is located in East Java province which is precisely on Jalan Yos Sudarso No.43, Kediri City. With technological advances that continue to grow to affect various aspects, especially in the business and industrial world. Sentiment analysis is a technology that extracts or manages text to be expressed using text that can also be classified into positive and negative polarity. Consumer reviews are a form of communication that occurs in the sales process, the stage where potential buyers receive an explanation of the product posted and buyers receive reviews that explain the advantages or disadvantages of purchasing the product. In this study, sentiment analysis was conducted based on consumer opinions regarding social media accounts. The study aimed to use social media data to assess the service, cleanliness and quality of products offered by categorizing companies as having positive and negative reviews. To classify sentiment, the Naive Bayes method is used, which combines survey data collection methods, questionnaires, and observation data.
Pengembangan Video Tutorial Matematika Berbasis Keterampilan 4C Kurikulum 2013 Zainuddin, Zainuddin; Hermanto, Didik; Wijayanti, Rica
Al-Khwarizmi : Jurnal Pendidikan Matematika dan Ilmu Pengetahuan Alam Vol. 10 No. 2 (2022): Al-Khwarizmi : Jurnal Pendidikan Matematika dan Ilmu Pengetahuan Alam had Accr
Publisher : Prodi Pendidikan Matematika FTIK IAIN Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24256/jpmipa.v10i2.1616

Abstract

Abstract:The use of instructional videos as learning media is now appropriate, especially during the online learning period as happened during the COVID-19 pandemic. This study aims to develop learning media in the form of video tutorials based on 4C skills based on the 2013 curriculum. Development uses the ADDIE stages, namely the analysis, design, development, implementation, and evaluation stages. The results of the validation of media and material experts, as well as practitioners, stated that the video tutorial developed was included in the valid category with an average value of 3.1 and reliable with a percentage value of 93%. The video tutorial is then distributed via Youtube for easy access. This is to overcome the limitations of this study which did not carry out the implementation and evaluation stages due to the online learning system.Abstrak:Penggunaan video tutorial sebagai media pembelajaran saat ini sudah tepat, terutama di masa pembelajaran online seperti yang terjadi pada masa pandemi COVID-19. Penelitian ini bertujuan mengembangkan media pembelajaran berupa video tutorial berbasis keterampilan 4C berdasarkan kurikulum 2013. Pengembangan menggunakan tahapan ADDIE yaitu tahap analisis, perancangan, pengembangan, implementasi, dan evaluasi.Hasil validasi ahli media dan materi serta praktisi menyatakan video tutorial yang dikembangkan termasuk dalam kategori valid dengan rata-rata nilai 3,1 dan reliabel dengan persentase nilai 93%. Video tutorial tersebut kemudian disebarkan melalui Youtube agar mudah diakses. Hal ini untuk mengatasi keterbatasan penelitian ini yang tidak melakukan tahap implementasi dan evaluasi dikarenakan sistem pembelajaran online. 
Analisis Implementasi Kurikulum Merdeka Terhadap Motivasi Belajar dan Pembentukan Karakter Mahasiswa Rica Wijayanti; Zainuddin Zainuddin; Didik Hermanto
SEMINAR NASIONAL SOSIAL, SAINS, PENDIDIKAN, HUMANIORA (SENASSDRA) Vol 2, No 1 (2023): Implementasi kurikulum merdeka menuju transformasi pendidikan dalam mempersiapka
Publisher : SEMINAR NASIONAL SOSIAL, SAINS, PENDIDIKAN, HUMANIORA (SENASSDRA)

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

Abstract

Tujuan dilaksanakannya penelitian ini adalah untuk menganalisis implementasi kurikulum merdeka terhadap motivasi belajar dan pembentukan karakter mahasiswa. Penelitian ini menggunakan analisis kualitatif deskriptif. Teknik pengumpulan data penelitian dilakukan dengan cara pengisian lembar angket dan wawancara. Subyek penelitian ini adalah mahasiswa program studi pendidikan matematika semester 4. Instrumen yang digunakan dalam penelitian ini adalah lembar angket motivasi dan pedoman wawancara. Hasil dari penelitian ini menunjukkan bahwa (1) adanya implementasi kurikulum merdeka dapat meningkatkan motivasi belajar mahasiswa dan (2) adanya implementasi kurikulum merdeka dapat membentuk karakter mahasiswa. Adapun karakter yang terbentuk diantaranya percaya diri, mandiri, kreatif, rasa ingin tahu yang tinggi, komunikatif, dan peduli terhadap lingkungan sekitar. Mahasiswa memiliki rasa percaya diri terhadap kemampuan mereka khususnya saat menyampaikan ide yang mereka miliki untuk menyelesaikan masalah. Adanya kurikulum merdeka yang diterapkan dengan memberikan kebebasan mahasiswa dalam mengeskplorasi pengetahuan mereka seluas-luasnya, membuat mahasiswa menjadi pribadi yang memiliki rasa ingin tahu, mandiri dan kreatif. Kurikulum merdeka yang didalamnya juga terdapat program belajar di luar kampus membentuk mahasiswa menjadi pribadi komunikatif dan peduli terhadap lingkungan sekitar sehingga keberadaan mahasiswa berdampak bagi masyarakat.
PENDAMPINGAN GERAKAN LITERASI SEKOLAH DALAM MENDUKUNG IMPLEMENTASI KURIKULUM MERDEKA DI SMP AS-SUHUF Zayyadi, Moh; Mukminin, Amirul; Lanya, Harfin; Rizqiyah, Tsalitsatur; Rochmadyan, Nabillah Ayuditha; Hermanto, Didik
Amaliah: Jurnal Pengabdian Kepada Masyarakat Vol 8 No 2 (2024): Amaliah Jurnal: Pengabdian kepada Masyarakat
Publisher : LPPI UMN AL WASHLIYAH

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32696/ajpkm.v8i2.3796

Abstract

Tujuan pengabdian ini adalah memberikan pendampingan gerakan literasi sekolah dalam mendukung implementasi kurikulum merdeka di SMP As-Suhuf. Kegiatan ini dilaksanakan di SMP As-Suhuf dengan fokus pengabdian pada gerakan literasi sekolah. metode pelaksanaan kegiatan yang digunakan dalam pengabdian kepada masyarakat adalah refleksi awal, Perencanaan, implementasi dan evaluasi. Pelaksanaan kegiatan pengabdian dengan lingkungan fisik yang ramah literasi, lingkungan sosial dan afektif, mengupayakan sekolah sebagai lingkungan akademis yang literat dengan menggunakan program literasi seperti gerakan membaca, berkunjung ke perpustakaan dan kegiatan lainnya. Diperlukan adanya pelibatan siswa dalam pendampingan yang dilakukan, adanya kerjasama dengan stakeholder dan semua pihak dalam pelaksanaan gerakan literasi sekolah.
Pelatihan Penggunaan Aplikasi Administrasi Kependudukan Berbasis Website Bagi Perangkat Desa Tlangoh Zainudin Zainudin; Firri Ilaalloh; Didik Hermanto; Rica Wijayanti; Moh Affaf; Mety Liesdiany; Ria Faulina; Abdus Salam
Sasambo: Jurnal Abdimas (Journal of Community Service) Vol. 4 No. 4: November 2022
Publisher : Lembaga Penelitian dan Pemberdayaan Masyarakat (LITPAM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36312/sasambo.v4i4.860

Abstract

Permasalahan yang dihadapi oleh Pemerintah Desa Tlangoh adalah pengelolaan administrasi kependudukan masih manual dengan menggunakan buku induk kependudukan desa dan kesadaran masyarakat Desa Tlangoh bahwa tertib administrasi masih rendah tidak melaporkan bila ada perubahan dalam data penduduk. Oleh karena itu, mengingat jumlah penduduk yang terus berubah dan harus selalu diperbaharui, maka diperlukan pemanfaatan teknologi informasi dalam pengelolaan administrasi kependudukan. Potensi pemanfaatan teknologi informasi meliputi keterampilan perangkat desa terkait teknologi informasi, dan sesuai RKPDes 2022 yaitu percepatan pencapaian SDGs desa dan tuntutan desa digital. Solusi yang direncanakan untuk mengatasi permasalahan tersebut antara lain substitusi teknologi, pelatihan dan pendampingan. Tujuan dari kegiatan ini adalah menghasilkan aplikasi sistem administrasi kependudukan sebagai sistem database kependudukan di Desa Tlangoh. Keberhasilan pengabdian tersebut adalah perubahan pola kerja administrasi kependudukan dari manual menggunakan Buku Induk Kependudukan menjadi menggunakan aplikasi sistem administrasi kependudukan berbasis website. Hal ini memudahkan desa Tlangoh dalam mengelola data kependudukan di desa Tlangoh. Aplikasi sistem administrasi kependudukan dapat melakukan update, tambah dan hapus data kependudukan, sehingga data kependudukan Desa Tlangoh valid dan terupdate. Ekspor database aplikasi sistem administrasi kependudukan dapat digunakan untuk database Sustainable Development Goals (SDGs) desa. Penerapan sistem administrasi kependudukan mempercepat pendataan SGD desa yang merupakan program desa prioritas. Training on Using the Website-Based Population Administration Application for Tlangoh Village Officials  The problem faced by the Tlangoh Village Government is that the management of population administration is still manual, using the village population master book and the awareness of the people of Tlangoh Village that administrative order is still low, not reporting when there is a change in population data. Therefore, considering the population changes and must be updated, it is necessary to utilize information technology in population administration management. The potential for utilizing information technology includes the skills of village officials regarding information technology, and in accordance with the 2022 RKPDes, namely the acceleration of achieving village SDGs and the demands of digital villages. The solutions planned to solve these problems include technology substitution, training and mentoring. The purpose of this activity is to produce a population administration system application as a population database system in Tlangoh Village. The success of the service is a change in the population administration work pattern from manually using the Population Parent Book to using a website-based population administration system application. This makes it easier for Tlangoh village to manage population data in Tlangoh village. The population administration system application can update, add and delete population data, so that the population data of Tlangoh Village is valid and updated. The population administration system application database export can be used for the village's Sustainable Development Goals (SDGs) database. The application of the population administration system accelerates the data collection of village SGDs, which is a priority village program.
Hybrid image encryption using quantum bit-plane scrambling and discrete wavelet transform Rachmawanto, Eko Hari; Susanto, Ajib; Hermanto, Didik; Sari, Christy Atika; Setiarso, Ichwan; Sarker, Md Kamruzzaman
Bulletin of Electrical Engineering and Informatics Vol 14, No 3: June 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v14i3.8887

Abstract

Digital image security is increasingly vulnerable to sophisticated attacks, underscoring the urgent need for robust encryption techniques. Traditional encryption methods often fall short in defending against advanced threats, highlighting the importance of innovative solutions to protect digital images. This study tackles these challenges by incorporating quantum computing into image encryption, employing techniques such as bit-plane scrambling, pixel permutation, and bit permutation. These strategies enhance security by introducing complex, non-linear transformations that make decryption attempts significantly more difficult without the correct cryptographic keys. A key configuration based on r=44, μ=2024 is employed to achieve this. The integration of quantum bit-plane scrambling and quantum pixel permutation results in a highly secure encryption method. Experimental results show substantial improvements in entropy levels, along with strong unified average changing intensity (UACI) and number of pixels change rate(NPCR) values across various images. Notably, the "Peppers" image achieved the best performance, with UACI values of 33.5572 and NPCR values of 99.8301. The method proves highly effective, as repeated tests with incorrect keys failed to decrypt the plain image accurately. Future research could explore the addition of a discrete quantum wavelet transform to further enhance the security and efficiency of quantum-based image encryption methods.
PERFORMA CONVOLUTIONAL NEURAL NETWORK DALAM DEEP LAYERS RESNET-50 UNTUK KLASIFIKASI MRI TUMOR OTAK Rachmawanto, Eko Hari; Hermanto, Didik; Pratama, Zudha; Sari, Christy Atika
Semnas Ristek (Seminar Nasional Riset dan Inovasi Teknologi) Vol 8, No 01 (2024): SEMNAS RISTEK 2024
Publisher : Universitas Indraprasta PGRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/semnasristek.v8i01.7125

Abstract

Tumor otak merupakan penyakit yang sangat kompleks dan beragam, dengan dampak yang serius pada kesehatan manusia. Berdasarkan data dari International Agency for Research on Cancer (IARC), variasi kondisi kesehatan penderita tumor otak disebabkan oleh faktor-faktor seperti ukuran, jenis, lokasi, dan tingkat keparahan tumor. Penelitian ini bertujuan untuk memberikan kontribusi signifikan dalam pemahaman dan deteksi dini tumor otak, dengan harapan dapat meningkatkan prognosis dan pengelolaan penyakit yang mengancam nyawa ini. Menggunakan metode Convolutional Neural Network (CNN) dengan arsitektur ResNet-50, penelitian ini mengembangkan model klasifikasi berdasarkan citra MRI tumor otak. Hasil evaluasi menunjukkan keberhasilan model dengan akurasi rata-rata mencapai 98.82%, memungkinkan identifikasi jenis tumor otak, seperti tumor jinak, meningioma, dan pituitary, dengan tingkat presisi dan recall mencapai 99.22% dan 100% secara berturut-turut. Penelitian ini memberikan harapan baru dalam diagnosis dini, memperkuat penanganan penyakit tumor otak, dan memberikan landasan bagi pengembangan solusi medis yang lebih efektif, membawa dampak positif pada pasien yang mengidap penyakit ini.
Embedding Quantum Random Phase Encoding Arnold Transform for Advanced Image Security Hermanto, Didik; Pratama, Zudha; Hidajat, Moch. Sjamsul
Scientific Journal of Informatics Vol. 11 No. 3: August 2024
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v11i3.12256

Abstract

Purpose: This research proposes an improvised version of the image encryption technique by incorporating Quantum Random Phase Encoding with the Arnold Transform to help enhance the strength and non-predictability of the encryption process. In this research work, some ideas gained from quantum-based methods have been brought to use with conventional approaches in image encryption techniques for enhancing their security. Methods: This model represents the basic methodology that underlies the Arnold Transform for scrambling the arrangement of image pixels to mask recognizable structures within quantum random phase encoding to introduce complexity through quantum-generated random phases. Result: The experimental results show much improvement in encryption efficiency. For example, in the case of "Cameraman" and "Lena", MSE parameters are 98.134 and 104.76, respectively; these now go up to 832.01 and 888.78. This implies that the higher decrement of these values 21.17 dB and 23.98 dB to 13.41 dB and 13.33 dB translates into higher distortion with higher security. Meanwhile, UACI and NPCR are also very steady and the mean value is about 0.3356 to 0.3358 and 99.60 to 99.61, which proves that this method has been effective in changing the pixel's value, and sensitive input changes. Novelty: This work is novel due to the introduction of quantum technologies in the classical methodology of image encryption. While classical techniques make use of conventional transforms for scrambling, like the Arnold Transform, this work embeds quantum randomness and intricacy in the process as a means of encoding namely, Quantum Random Phase Encoding.
High Interest Learning of Elementary School Students In Social Sciences Subjects: Minat Belajar yang Tinggi Siswa Sekolah Dasar Pada Mata Pelajaran Ilmu Sosial Hermanto , Didik; Sartika, Septi Budi
Indonesian Journal of Education Methods Development Vol. 6 (2019): May
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijemd.v6i.22

Abstract

The study aims to determine the contribution and analyze the level of contribution of interest in learning to the learning outcomes of social studies students of fourth grade SD Negeri Bulusidokare Sidoarjo. The design of the study used quantitative correlation type research. Research sample of grade IV students of SD Negeri Bulusidokare Sidoarjo. Data collection techniques using questionnaires and documentation. Data analysis techniques using product moment correlation test to reveal the contribution and test the determination to reveal the level of contribution. Based on the presentation and analysis of the data, it can be concluded: 1) there is a contribution of interest in learning to the learning outcomes in social studies of fourth grade students of SD Negeri Bulusidokare Sidoarjo of 0.97, meaning that interest in learning has a very strong correlation to student learning outcomes and 2) there is a contribution the high between interest in learning towards learning outcomes in subjects of class IV IPS of SD Negeri Bulusidokare Sidoarjo is 94%.
Efektifitas Kombinasi Model Pembelajaran Berbasis Masalah dan Model Hybrid Learning untuk Meningkatkan Keterampilan Pemecahan Masalah Zainudin; Hermanto, Didik; Wijayanti, Rica; Hunaepi
Jurnal Penelitian Pendidikan IPA Vol 9 No 12 (2023): December
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v9i12.4740

Abstract

The research objective is to describe the effectiveness of the combination of the PBL (Problem-Based Learning) model and hybrid learning in improving problem-solving skills.. This research is a quasi-experimental design with a non-equivalent control group design. The research subjects were 40 students consisting of an experimental class and a control class in the fourth semester of the PGSD STKIP PGRI Bangkalan study program. The results showed that the N-Gain values for the experimental class and the control class were .89 and 1.43. The hypothesis test using SPSS shows that the Sig (2- tailed ) value in the experimental class is .000 <0.05 with a t-count value of 6.389 <t-table 0.687, that is to say there is a significant difference, the combination of the PBL model and the hybrid learning model and the learning model direct. Based on the results of data analysis, it can be concluded that the combination of the PBL model and the hybrid learning model is effective in improving problem solving skills.