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STUDI ALGORITMA NEURAL NETWORK DALAM KLASIFIKASI SENTIMEN PENGGUNA SHOPEE: PENINGKATAN AKURASI MODEL jannah, Zahratul; Kurniawan, Rudi; Anwar, Saeful
Jurnal Informatika dan Teknik Elektro Terapan Vol 13, No 2 (2025)
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jitet.v13i2.6113

Abstract

Advances in technology and the growth of e-commerce have generated a large amount of user sentiment data, which can be leveraged to improve user experience. Shopee is an e-commerce platform in Indonesia that allows users to buy and sell various products online. Through the Shopee app, users can find a variety of products ranging from clothing, electronics, cosmetics, household needs, to food. However, sentiment data analysis is often constrained by data complexity and the low accuracy of conventional models. This research aims to improve accuracy in Shopee app users by applying Neural Network algorithm. Evaluation of application user sentiment is important for e-commerce companies, such as Shopee, because it provides an overview of user satisfaction and experience with the services offered. In this research, the Neural Network algorithm is used to process sentiment data by optimizing parameters to improve the optimal parameters, including the best K value that can improve model performance. Experimental results show that the best K value is 2, with model accuracy reaching 95.08%. To further measure effectiveness, recall and precision values were calculated for positive and negative categories. The recall result for positive sentiment reached 98.77%, while for negative sentiment it was 93.33%. In addition, the precision for the positive category was 93.73% and for the negative category was 93.33%.
MEMBANGUN KARAKTER MAHASISWA BERBASIS PENDIDIKAN ISLAM DI INDONESIA Anwar, Saeful
FIKRAH Vol 7 No 2 (2023): DESEMBER
Publisher : Ibn Khaldun University, Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/fikrah.v7i2.20601

Abstract

Meneliti karakter mahasiswa berbasis Pendidikan Islam adalah bagian dari cita konstitusi yakni dalam istilah akhlak mulia agar semua anak didik termasuk yang sedeng dididk di Pendidikan tinggi Islam memiliki karakter tersebut. Produsk Pendidikan tinggi Islam harus siap menjadi manusia yang potensials untuk membangun bangsa dan menyiakan dirinaya menghadapi tantangan yang semakin komples di era kini. Produks Pendidikan tinggi Islam diharapkan bukan saja memiliki pengetahuan tinggi, tetapi juga memiliki karakter baik seperti karakter pembelajar, rasa ingin tau yang tinggi, jujur, disiplin tanggungjawab memiliki patriotism berbangsa untuk negaranya. Penelitian ini penelitian kualitatif yang bersumber dari buku, jurnal, dokumen dan lainnya.
PENDAMPINGAN PELATIHAN PENCATATAN KEUANGAN MELALUI KASIR PINTAR DAN DIGITAL MARKETING PADA UMKM MARTABAK TOP JAKARTA Ranadimajid, Muhammad Indirafi; Gustiyaz, Lutfhi Muhammad; Fauzan, Muhammad Akmal; Athaya, Muhammad Randy Nashwan; Hibrizi, Rafa Naufal; Firdaus, Radith Faris; Anwar, Saeful; Widaningsih, Mimin
Jurnal Abdi Insani Vol 12 No 6 (2025): Jurnal Abdi Insani
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/abdiinsani.v12i6.2647

Abstract

Pencatatan keuangan sangatlah penting bagi entitas manapun, baik pada tingkat korporasi maupun UMKM.  Pencatatan keuangan berguna untuk memberikan data-data keuangan yang akurat yang akan dipakai dalam penyusunan laporan keuangan yang dapat digunakan sebagai alat bantu pengambilan keputusan.  Selain pencatatan keuangan, marketing, terutama digital marketing, juga krusial dalam meningkatkan jumlah penjualan.  Keterjangkauannya luas sehingga dapat menarik konsumen dari berbagai kalangan demografis.  Pendampingan ini bertujuan untuk mengembangkan UMKM Martabak Top Jakarta dari segi pencatatan keuangan dan digital marketing.  Tim pendamping memberikan pendampingan dengan memberikan pelatihan pencatatan keuangan melalui aplikasi Kasir Pintar.  Pendampingan digital marketing juga dilakukan dengan cara meningkatkan penilaian Martabak Top Jakarta dan memberikan foto lokasi, foto menu, foto bagian depan, dan foto proses pembuatan di Google Maps serta membuat poster digital dan mempublikasikannya di media sosial.  Hasil kegiatan ini, pelaku UMKM Martabak Top Jakarta lebih memahami urgensi pencatatan keuangan. Pelaku UMKM juga menilai aplikasi Kasir Pintar mudah dimengerti cara pemakaiannya. Selain itu, penilaian  Martabak Top Jakarta di Google Maps juga meningkat dan diberikan foto-foto yang relevan. Poster digital juga dibuatkan dan dipublikasikan ke akun Instagram daerah Antapani, yakni @antapanihits, sehingga eksposur digital Martabak Top Jakarta meningkat. Agar manfaat pendampingan ini efektif secara terus-menerus, Martabak Top Jakarta perlu menggunakan teknologi yang telah diterapkan dan terus beradaptasi dengan perkembangan digital.
INOVASI TEKNOLOGI DAN DAMPAKNYA TERHADAP MANAJEMEN BUDGETING DI INSTITUSI PERBANKAN Anwar, Saeful; Huzaimah
Jurnal Budgeting Vol. 6 No. 1 (2025): Edisi Mei
Publisher : Politeknik Negeri Medan

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Abstract

This study explores the impact of technological innovation on budgeting management in banking institutions. In the digital era, the development of information and communication technology has brought significant changes in the way banks operate and plan budgets. Through a literature study approach, this study identifies various technological innovations, such as cloud-based data management systems, big data analytics, and process automation, which have improved efficiency, accuracy, and transparency in the budgeting process. Although these innovations offer many benefits, challenges such as data security, employee training needs, and changes in organizational culture remain major concerns. This study concludes that in order to optimally utilize technology, banking institutions need to develop a comprehensive strategy that focuses not only on the application of technology, but also on managerial aspects and organizational culture.
Eksplorasi Pola Pembelian Di Kedai Bunsigjib Menggunakan Teknik FP-Growth Anwar, Saeful; Oktaviani, Leli
BULLET : Jurnal Multidisiplin Ilmu Vol. 3 No. 2 (2024): BULLET : Jurnal Multidisiplin Ilmu
Publisher : CV. Multi Kreasi Media

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Abstract

Kedai Bunsigjib is one of the many shops in the city of Cirebon that sells Korean food and drinks. Every day, there are sales transactions at Kedai Bunsigjib. Sometimes consumers don't just buy one food or drink, but two or more foods or drinks in one transaction. The recording of transactions is still limited to documentation and has not been used, only allowed to pile up by Kedai Bunsigjib. Transaction data is also related to spending patterns but has not been utilized by Kedai Bunsigjib. Whereas shopping patterns can be used to increase sales and speed up the service process at Kedai Bunsigjib. The purpose of this study was to determine the pattern (rules) of consumer shopping associations at Kedai Bunsigjib using the FP-Growth Algorithm. The association method includes the FP-Growth Algorithm. The data used is data obtained from the Bunsigjib shop. The dataset is a history of food and beverage orders. Furthermore, the association of the dataset is carried out. Then the pattern of association rules is evaluated using the Lift Ratio. So the results obtained are that there are 2 valid itemsets based on the accuracy of the lift ratio which states that the itemset is valid if > 1, which is a high possibility if consumers will buy Lemon Tea first, they will buy Regular Tteokpeokki with 90% support and 10.9% confidence , and if consumers want to buy Regular Tteokpeokki first then buy Lemon Tea with 90% Support and 13.1% Confidence.
Perbandingan Akurasi Algoritma Random Forest Dan Naïve Bayes Dalam Memprediksi Risiko Hipertensi Suprapti, Tati; Anwar, Saeful
BULLET : Jurnal Multidisiplin Ilmu Vol. 2 No. 2 (2023): BULLET : Jurnal Multidisiplin Ilmu
Publisher : CV. Multi Kreasi Media

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Abstract

Hypertension is one of the leading causes of serious health complications. Therefore, it is crucial to predict hypertension risks early to take preventive measures. This study aims to compare the accuracy of two machine learning algorithms, Random Forest and Naïve Bayes, in predicting hypertension risks using a dataset containing information about factors affecting health. Both algorithms were applied to classify patient data into two categories: high hypertension risk and low hypertension risk. Based on testing using evaluation metrics such as accuracy, precision, recall, and F1-score, the results showed that the Random Forest algorithm performed better than Naïve Bayes, with higher accuracy and more consistent performance. This finding can be used as a reference for the development of a decision support system for early hypertension detection in the community.
Penerapan Algoritma Support Vector Machine dalam Mengukur Kepuasan Pembelajaran Hybrid Learning Nurdiawan, Odi; Herdiana, Ruli; Anwar, Saeful
MEANS (Media Informasi Analisa dan Sistem) Volume 6 Nomor 2
Publisher : LPPM UNIKA Santo Thomas Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1103.694 KB) | DOI: 10.54367/means.v6i2.1511

Abstract

pembelajaran hybrid learnig di perguruan tinggi STMIK IKMI Cirebon mengukur tingkat kepuasan dengan mengkolaborasikan teori support vector machine. Penelitian ini dibagi menjadi 3 (tiga) tahapan. Tahap 1 (Satu) menentukan kriteria standar mutu pendidikan yang mengacu pada pedoman pendidikan. Kemudian membuat literatur review pustaka dan melakukan analisa data primer Tahap 2 (Dua) melakuan desain modelling dengan mengelolan data primer yang mengacu pada standar pendidikan jarak jauh dan preprocessing guna meminimalisir noise pada data primer kemudian memodelkan Support Vector Machine dengan PSO Tahap 3 (Tiga) Analysis and Result membahas hasil penentuan kepuasan mahasiswa terhadap pembelajaran hybrid learning. hasil akurasi tidak puas ternyata true tidak puas sebanyak 236 data, hasil akurasi tidak puas ternyata true puas sebanyak 10 data, hasil akurasi puas ternyata true tidak puas sebanyak 0 data, dan hasil prediksi puas dan ternyata true puas sebanyak 105 data
Optimalisasi Menggunakan Access Control List Berbasis Mikrotik pada Amami Event Organizer Amar, Mohammad Rosihin; Anwar, Saeful; Nurdiawan, Odi
MEANS (Media Informasi Analisa dan Sistem) Volume 7 Nomor 1
Publisher : LPPM UNIKA Santo Thomas Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (979.651 KB) | DOI: 10.54367/means.v7i1.1800

Abstract

Technological developments can be used as a medium for disseminating information in order to market products and services. One of them is Amami event organizer, which is a company engaged in services for exhibition events. The company, which is located in the city of Cirebon, has utilized internet services as part of a campaign in their business marketing strategy. The use of the internet network itself cannot be separated from the existence of a problem, and one of them is regarding the quality of the existing network at the Amami event organizer. where there is no bandwidth management that regulates the distribution of bandwidth evenly which includes downloads and uploads, bandwidth management itself is a method for managing bandwidth limits given to a data traffic. Not only the problem of bandwidth management, another problem that the management of Amami event organizers complains about is the lack of control of internet network users in accessing certain websites so that it can interfere with work productivity and smooth use of the internet network. The solution to the problem that is carried out to overcome the problem of bandwidth management is the hotspot user method. Which users will be classified into several groups with the aim of managing bandwidth based on user logins. For user control problems, a filtering address list is used through the firewall features in Mikrotik to filter out which sites cannot be accessed by the user. This study analyzes the quality of internet network services after using the hotspot user method and using the filtering address list method. To measure the quality of the internet network, measurements are used using Quality of Service (QoS) such as throughput, jitter, packet loss, and delay. To measure QoS, a wireshark tool is needed which the tool can capture traffic. From the optimization results obtained quite good results, namely the measurement results can be seen from testing through stable QoS throughput > 1000 kbps, packet loss to 0% maximum at 2%, delay < 300 ms, and the highest Jitter at 2297 ms while the lowest at 0.001 Ms. Therefore, the thing that needs to be done by the Amami event organizer is to do bandwidth management to regulate the distribution of bandwidth for each user. As well as restricting user site access to a certain website
RANCANG BANGUN PENGENDALI MOTOR AC 1 FASA SEBAGAI PENGGERAK JEMURAN OTOMATIS BERBASIS MIKROKONTROLER ARDUINO UNO Anwar, Saeful; Muliawati, Fithri; ., Suratun
JUTEKS Vol 4 No 2 (2017)
Publisher : Program Studi Teknik Elektro Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (839.874 KB) | DOI: 10.32832/juteks.v4i2.1397

Abstract

Telah dilakukan pembuatan rancang bangun pengendali motor ac 1 fasa sebagai penggerak jemuran otomatis, melalui pemahaman sistem kendali saat ini, pembuatan rangkaian, pemilihan dan perakitan sensor, pembuatan dan pengintegrasian sistem, pembuatan program, pengujian sistem, pengukuran kinerja motor ac 1 fasa, analisis hasil pengukuran dan kesimpulan. Penggunaan sensor untuk diaplikasikan dalam pekerjaan manusia sehari-hari semakin memudahkan dan efisien. Salah satunya penggunaan sensor LDR yang di aplikasikan pada rancang bangun jemuran otomatis. Sensor LDR membaca keadaan cuaca dan memberikan sinyal ke mikrokontroler arduino dan ditampilkan pada layar lcd sesuai dengan perintah yang telah di buat, lalu memberikan sinyal output ke relay SSR untuk memberikan tegangan output yang menggerakkan motor ac bergerak ke kiri dan kekanan. Jemuran dapat bergerak sejauh 2 meter supaya motor dapat menggulung tali rel jemuran agar jemuran yang didalam ataupun diluar bisa keluar masuk seuai dengan perintah yang telah dibuat
TIPE HUMOR DALAM CERITA-CERITA PENDEK GUNAWAN TRI ATMODJO Anwar, Saeful; Aminullah, Zakariya Pamuji
Dialektika: Jurnal Bahasa, Sastra, dan Pendidikan Bahasa dan Sastra Indonesia Vol. 11 No. 1 (2024)
Publisher : Department of Indonesia Language and Literature Teaching, UIN Syarif Hidayatullah Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/dialektika.v11i1.35157

Abstract

Gunawan Tri Atmodjo's short stories are considered by many readers present humour. Many impressions are written by readers on the humorous aspect, but there is still no study that describes the humour aspect in these stories. Therefore, this study examines the types of humour in Atmodjo's stories based on a number of humour theories in literary works as presented by Louis Hasley and Matthew Kotzen. From the results of the study, it was found that there are three types of humour in Atmodjo's short stories, namely play, the formation of new words and expressions, and irony in the story. In compiling the story Atmodjo often uses the principle of deviation in normal situations. This can be seen from how he punctuates the names of the characters and the title of the work, the formation of words and expressions, and the irony in the story. These three things are built in conditions that are far from normal, both in terms of ethics (names and titles are messy and irony in the stories) and grammatical (on how words and expressions are formed). In this way, Atmodjo managed to free his readers from the emotional aspect that had been limited by ethics and grammar. Atmodjo thus consciously carried out the selection process (choosing characters and titles to play on), arranging (forming new words and expressions and arranging ironic plots), and using style (in summarizing these three things) so that the humour can be experienced and enjoyed by the reader. without leaving a message to be conveyed. The three types of humour in Atmodjo's short stories are not separate, but they support each other to build humour in the minds of the readers.
Co-Authors ., Suratun Abdul Azis abdullah, nur syarief Abdurrohman Abdurrohman Ade Juang Eko Praseyo Adha, Rizki Adny, Nadhila Zafirotul Afif, M Nur Ahmad Fahmi Ahmad Faqih Ahmad Firdaus, Ahmad Akhmad Alim, Akhmad Amar, Mohammad Rosihin Andini, Selvi Aprinus Salam Ari, Muhamad As Arif Rohman Hakim Arum Sari Athaya, Muhammad Randy Nashwan Aulia Rahmawati, Aulia Aulia, Salsa AYU LESTARI Azizah, Ula Nur Bayu Saputra Chulyatunni’mah Daimah, Daimah Dedy Setiawan Dikananda, Arif Rinaldi Dikananda, Fatihanursari Endah Wahyuni ENDRI ENDRI Enggal, Dwi Erni Yuningsih Fadhillah, Muhammad Daffa Falah, Zidnal Falih, Alfi Rizqi Falih Farizka Susandra Fauzan, Muhammad Akmal Fauziah, Siti Sarah Febrian Nanda Pratama Febriani, Erika Febriansyah, Feggy Fillany, Ricken Firdaus, Radith Faris Fithri Muliawati Ganang Prihatmoko Gandi, Lilis Virna Gustiyaz, Lutfhi Muhammad Hadiyan, Edwin Hambani, Susy Hamonangan, Ryan Hananto, Bernad Hanifah, Putri Fatya Hasanah, Annisa Hayati, Tuti Nur Herdiana, Ruli Hibrizi, Rafa Naufal Hulmun, Nai Wise Huzaimah Ida Fauziatun Nisa' Indi Millatul Maula Indra Cahya Indra Cahya Kusuma Jannah, Zahratul Juanda, Ayi karmila karmila Kurniawan, Ase Lidiawati, Ayi Lutfiah Zahra, Annisa Maknuun, Lu’lu’ Il Marfu'ah, Luk Luk Atin Marsinah, Siti Muhamad Lukman Hidayat, Muhamad Lukman Muhammad Afthon Ulin Nuha Mulyadi, Musa Munggaran, Nita Anjung Musarofah, Zul Musyafa, Nasyith Mutiara Arsy, Anandhita Nabila, Maulina Narasati, Riri Narasati Nardiansyah, Afrie Ningrum, Sekar Ayu Nirwansyah, Moch. Nurcholis, Rifki Nurohmah, Siti Nurul Musyafaah Nurwidia, Ita Odi Nurdiawan Oktaviani, Leli Patrisa, Indira Cahya Permatasari, Nastiti Tri Permatsari, Nasiti Tri Pratama, Denni Pratama, Radi Pujiharto Pujiharto Puri, Anita Purnamasari, Ade Irma Purwaningtyas, Restu Putra Mahendra, Resa Dwi Putri ayu, Putri Ayu Dara Sekarwangi Putri, Haidah R, Nining Rakhmat Soleh Ramdani, Muhamad Ranadimajid, Muhammad Indirafi Resdiana, Imelda Rina Marina Rinaldi Dikananda, Arif Riska Anggraeni Rizki, Dicky Miftakhul Rizky Maulana, Rizky Rudi Kurniawan Sahrin, Alfi Saman, Saman Saputra, Dimas Andi Sayudin, Sayudin Septyningsih, Nurmila Shidiq, Agus Sholahudin Silviani, Hilda Siti Solehah, Siti Solihudin, Dodi Sopian sopian Sopiana Halizahra, Yusti Sri Harini Sumantriyadi, Sumantriyadi Susana, Heliyanti Sutisna, Dede Syahara, Herni Syahputra, Dimas Nur Alim Syaifurrochman, Fajar Tamam, Abas Mansur Tati Suprapti Theguh Saumantri Tofik, Akhsan Tohidi, Edi Ulfah Ulfah Ulhaq, Dea Fitrianingka Wahyudin, Edi Wahyuningsih, Siska Wibowo, Tri Joko Ari Widaningsih, Mimin Winarsih, Windu Yudhistira Arie Wijaya Yunus, Shofian Zahra Amalia Zakariya Pamuji Aminullah Zubaedah, Putri Amalia