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RFM Analysis for Customer Lifetime Value with PARETO/NBD Model in Online Retail Dataset Megantara, Rama Aria; Alzami, Farrikh; Akrom, Ahmad; Pramunendar, Ricardus Anggi; Prabowo, Dwi Puji; Wibowo, Sasono; Ritzkal, Ritzkal
Moneter: Jurnal Keuangan dan Perbankan Vol. 11 No. 2 (2023): OKTOBER
Publisher : Universitas Ibn Khladun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/moneter.v11i2.409

Abstract

In recent years, there has been a growing interest in analyzing Customer Lifetime Value (CLV) due to its ability to provide valuable insights into customer profitability and worth. CLV analysis predicts the net profit attributed to the entire future relationship with a customer. This analysis involves calculating the present value of a customer's expected future spending with the company, facilitating an understanding of the economic value of long-term customer relationships. CLV analysis empowers businesses to identify their most profitable customers and develop strategies for retaining them, ultimately maximizing long-term profitability. CLV analysis relies on various models and techniques, including the RFM analysis categorizes customers based on recency, frequency, and monetary value, helping to segment customers and predict future behavior. Then, The Pareto/NBD model combines probability distributions to estimate CLV and is commonly used for customer base analysis. This research article explores the application of RFM analysis for estimating customer lifetime value using the Pareto/NBD model in an online retail dataset. This metric is crucial for businesses as it assists in identifying valuable customers and formulating retention strategies to maximize long-term profitability.
Android-Based Design of a Fresh Red Jabs (Jabs) Selling Application During the Covid-19 Virus Pandemic Indriyawati; Ritzkal
Jurnal Pengabdian Nusantara Vol. 1 No. 1 (2023): JANUARI
Publisher : Konsorsium Nasional Pengelola Jurnal Pengabdian

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/jpn.v1i1.6

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Red guava is one of the crops from the Pamijahan sub-district, Bogor Regency. The current system is considered ineffective in terms of marketing, especially during a pandemic like this, buyers/customers want the convenience or speed of relevant information to facilitate all their activities without having to leave the house. The Covid-19 virus makes people anxious and afraid to leave the house. In dealing with this problem, researchers designed an Android-based mobile application with the prototype method to facilitate ordering or selling red guava transactions and conducting technology-based marketing. Meanwhile, the system uses the Unified Modeling Language in the analysis and design phase. From the test results, the system performance is running well.
PROTOTYPE OF RICE FIELD IRRIGATION SYSTEM USING ARDUINO UNO MICROCONTROLLER AND TELEGRAM Maulana, Kevin; Ritzkal; Hendri Hendrawan, Ade
JURTEKSI (jurnal Teknologi dan Sistem Informasi) Vol. 11 No. 4 (2025): September 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Royal Kisaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurteksi.v11i4.4068

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Abstract: In agriculture, irrigation systems are vital for enhancing water management and maximising plant growth. Effective irrigation management involves distributing sufficient quantities of water evenly to condition soil fertility for plants. This study aims to design a prototype that can be monitored via the Telegram app. The research methodology employs a thinking framework approach. The system is implemented using an Arduino Uno microcontroller and supporting devices, including an ESP8266 Wi-Fi module, an ultrasonic sensor, a soil moisture sensor, a stepper motor and a servo motor. Telegram serves as the monitoring tool, sending notifications connected to the Arduino via a Wi-Fi network. Test results showed that the system operates effectively: the HC-SR04 ultrasonic sensor functions as a water level reader, and the stepper motor opens and closes the water gate. Soil moisture monitoring uses a soil moisture sensor to measure the water content in the soil. If the sensor detects dry soil conditions or a moisture level below 60%, the servo motor will rotate 15° to close the water channel. Conversely, if the sensor detects wet or moist soil conditions, the servo motor will rotate 0° to close the water channel. Keywords: arduino uno; irrigation system; soil moisture; ultrasonic sensor;
An examination of the quality of wireless signal at access points based on the kind of obstacle Ginanjar, Hendra; Ritzkal, Ritzkal; Afrianto, Yuggo
Jurnal Inovatif : Inovasi Teknologi Informasi dan Informatika Vol. 6 No. 2 (2023)
Publisher : Universitas Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/inovatif.v6i2.651

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The purpose of this study is to analyze the wireless signal quality of an access point (AP) with a focus on the types of obstacles that could potentially affect network performance. The use of wireless technology has become essential in sustaining modern civilization, especially in environments with various types of machines such as walls, electronic devices, and electromagnetic machines. The analysis method involves measuring and adjusting the signal quality at several points that indicate conditions that could be affected by the use of non-reversible mesh. The signal strength, transmission speed, and connection handling at each observation point were analyzed. Finally, the analysis results were used to identify the type of wireless signal work and the impact of different types of obstacles. The results of this study provide insight into how certain types of obstacles can affect wireless signal quality at access points. These findings can aid in the development of strategies to improve and enhance wireless network performance, including recommendations for optimizing access point placement or using interference mitigation technologies.
PENGEMBANGAN OBJEK WISATA CURUG SADERI DAN CAMPING GROUND DI DESA CIASMARA ., Ritzkal; Karbella, Mutiara; Amalia, Nurul Reski
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 2 No. 3 (2018): SEPTEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1111.337 KB)

Abstract

Sebuah objek wisata akan mampu meningkatkan pendapatan masyarakat, menyediakan lapangan kerja baru dan meningkatkan pendapatan daerah apabila objek wisata tersebut ramai dikunjungi oleh wisatawan. Untuk menarik wisatawan tentunya sebuah objek wisata harus memenuhi syarat-syarat sebagai sebuah objek wisata. Agar sebuah objek wisata memenuhi syarat-syarat tersebut maka sebuah objek wisata wisata perlu di kembangkan dan direncanakan dengan baik. OBjek wisata Curug Saderi dan camping ground di desa ciasmara kabupaten bogor ini belum dikembangkan dengan optimal sehingga kami sangat tertarik untuk meneliti dan mengembangkan secara spontan. Informan penelitian ini adalah staf kantor desa, warga rw 09 desa ciasmara dan pengunjung objek wisata curug saderi. Tujuan dan manfaat penelitian, yang ingin diperoleh adalah (a) mengidentifikasi dan mengetahui potensi dan masalah yang dihadapi dalam pengembangan objek dan daya tarik wisata desa ciasmara. (b) mendorong pembangunan daerah serta meningkatnya pendapatan masyarakat Desa Ciasmara dan pemerintah. Metode yang digunakan yaitu wawancara mendalam terhadap responden yang ditentukan dengan mengunakan purposive sampling. Alat pengumpulan data utama adalah peneliti sendiri dengan menggunakan instrument wawancara dan observasi dokumentasi untuk menentukan strategi pengembangan objek wisata curug saderi dan camping ground ciasmara.
PEMBANGUNAN TAMAN BACA MASYARAKAT DI RW 03 DESA KALONG 1 UNTUK MENINGKATKAN MINAT BACA MASYARAKAT Lisnawati, Santi; ., Ritzkal; Meiriestiani, Shania
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 4 No. 1 (2020): MARET
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (992.943 KB)

Abstract

Kuliah kerja nyata merupakan salah satu kegiatan untuk syarat wisuda setiap mahasiswa di Universitas Ibn Khaldun Bogor. Selama kurang lebih 30 hari, mahasiswa melakukan pendekatan dengan masyarakat dan merencakan program-program kerja di Desa Kalong I Kecamatan Leuwisadeng. Masyarakat di Desa Kalong I merupakan masyarakat yang beragam (heterogen) sehingga program-program kerja disesuaikan dengan kondisi dan potensi yang ada. Pendidikan, teknologi, kesehatan, dan ekonomi merupakah salah satu faktor penting yang dapat mempengaruhi kehidupan masyarakat Desa Kalong I. Sebanyak 16% masyarakat Desa Kalong I masih mengemban dunia Pendidikan dan sisanya merupakan masyarakat dewasa yang berdagang. Namun, minimnya fasilitas yang memadai untuk meningkatkan pengetahuan mereka, membuat mereka kurang mendapat literasi terhadap pentingnya membaca, mempelajari ekonomi perdagangan, ilmu kesehatan, dan teknologi. Pembangunan Taman Baca Masyarakat (TBM) ini merupakan salah satu pendekatan yang dapat meningkatkan multi disiplin di masyarakat. Pada TBM ini, tersedia buku-buku dari berbagai bidang seperti bidang agama, pendidikan, ekonomi, dan pengetahuan umum.
KAJIAN TENTANG PENGGUNAAN AIR SUMUR BUATAN DI SEKITAR SITU CILODONG Syaiful, Syaiful; Ritzkal, Ritzkal; Nadhif, Muhammad; Fajar Kusumah, Fitrah Satrya
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 5 No. 4 (2021): DESEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (695.46 KB) | DOI: 10.32832/abdidos.v5i4.1087

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Keberadaan Situ Cilodong di kelurahan Kalibaru berdasarkan pada parameter bau pada survey dan pengambilan sampel pengamatan didapatkan hasilyang cukup baik dan tidak berbau. Parameter warna, zat, besi, dan klorida berbeda menunjukkan ada hubungan antara jarak sumur buatan dari Situ Cilodong. Parameter TDS, mangan, pH, dan total coliform tidak ada perbedaan, yang berarti tidak ada hubungan antara jarak sumur dari Situ Cilodong. Hasil kajian perilaku masyarakat Kelurahan Kalibaru dari aspek pengetahuan adalah secara keseluruhan tidak berpengaruuh karena masyarakat sadar dan membuang limbah rumah tangga ditempat yang sudah disediakan. Secara umum perilaku masyarakat disekitar Situ baik. Kualitas air sumur buatan di sekitar Situ Cilodong cukup baik dan bagus sehingga adanya Situ Cilodong sebagai penunjang kebutuhan air disekitar situ dan masyarakat kota Depok paada umumnya termasuk warga yang berdekatan dengan situ seperti warga kecamatan Cibinong yang termasuk dalam kabupaten Bogor.
APLIKASI PENILAIAN KOMPETENSI MINIMUM KELAS (AKM) UNTUK MENINGKATKAN ADAPTASI TEKNOLOGI PADA SISWA SEKOLAH DASAR DI DAERAH 3T Widhyaestoeti, Dahlia; Rachmawati, Fitria; Ritzkal, Ritzkal; Primasari, Dewi
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 6 No. 2 (2022): JUNI
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (313.237 KB) | DOI: 10.32832/abdidos.v6i2.1274

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Aplikasi AKM (Assessment Kompetensi Minimum) Kelas digunakan oleh peserta didik kelas 2 – 12 yang berisi ujian literasi membaca dan numerasi. Moda ujian AKM Kelas berbasis komputer (windows) dan gawai (android). Salah satu ruang lingkup Program Kampus Mengajar Angkatan 3 adalah melalukan sosialisasi produk kebijakan dan pembelajaran Kemendikbudristek. Mahasiswa Kampus Mengajar Angkatan 3 melakukan kegiatan pre Test dan post Test sebagai kegiatan yang wajib dilaksanakan dan dilaporkan. SD Negeri Sukakerta 03 Kabupaten Bekasi dan SD Negeri Curug 02 Jasinga Kabupaten Bogor, ditunjuk Kemendikbudristek sebagai tempat bertugas mahasiswa Kampus Mengajar Angkatan 3 Tahun 2022. Beberapa siswa dari kedua sekolah ini menggunakan gawai dan laptop mahasiswa yang dipinjamkan untuk menyelesaikan ujian AKM Kelas. Pengalaman menggunakan teknologi dalam menyelesaikan ujian berbasis komputer dapat diukur dengan menguji aplikasi menggunakan pengujian System Usability Scale (SUS). Hasil pengujian System Usability Scale (SUS) Aplikasi AKM Kelas di SD Negeri Curug 02 Jasinga Kabupaten Bogor dan SD Negeri Sukakerta 03 Kabupaten Bekasi memiliki nilai yang sama yaitu Acceptability termasuk dalam marginal (tinggi). Sebanyak 69% rata-rata siswa dari kedua sekolah menjawab sangat setuju menyukai aplikasi ini sehingga akan menggunakannya kembali. 73% siswa dari kedua sekolah juga menyatakan aplikasi ini mudah digunakan. Mahasiswa Kampus Mengajar Angkatan 3 di kedua sekolah telah membatu memberikan pengalaman pada siswa menggunakan Aplikasi AKM Kelas dan telah menunjukan bahwa peserta didik merasa senang dan mudah menggunakan aplikasi.
PANDALUYU VILLAGE, KP. PAKALONGAN, POST-EARTHQUAKE DISASTER VICTIM’S ENTREPRENEURSHIP SUPPORT Muniroh, Leny; Ritzkal, Ritzkal; Parinduri, Siti Khodijah
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 7 No. 1 (2023): MARET
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/abdidos.v7i2.1715

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The initial observation showed that there were 27 RTs spread across Padaluyu Village. 8 RTs suffered very severe damage (all houses collapsed) 19 RTs suffered severe and moderate damage. The earthquake in Cianjur was considered quite devastating because with a magnitude of 5.6 SR, it caused severe damage and even caused many casualties who are still missing because they were buried by the ruins of the building. The objectives of this activity are: 1. Supporting communities for economic recovery through entrepreneurial motivation & mentoring. 2. Building villages that have been affected by the earthquake disaster to get back on their feet carried out by lecturers and students with cross-disciplinary knowledge. 3. Socialization and education on how to maintain personal hygiene and the post environment aims to minimize the accumulation of garbage. The method used is starting from Mapping and Coordination of Local Officials, Community Needs, Program Coordination with Partners, Activity Preparation and Facilitators, Entrepreneurship Motivation, Training on Recycling goods into economic goods. The result of this activity is that sustainable innovation is expected to increase the capacity of residents in realizing the marketing of these pillows.
THE ROLE OF KKN STUDENTS IN CARRYING OUT MALAY LANGUAGE TEACHING ACTIVITIES AT THE LOCATION OF SINGHANAKHON WITTAYANUSORN SCHOOL, THAILAND Hurriyaturrohman, Hurriyaturrohman; Cantika, Melodia; Suharti, Titing; Sundarta, M. Imam; Ritzkal, Ritzkal
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 7 No. 4 (2023): DESEMBER
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/abdidos.v7i4.2170

Abstract

Ibn Khaldun University Bogor International KKN is a form of community service activity. Real Work Lectures will be held on 16 May – 30 September 2023. Activities consist of teaching activities for junior high school students (Mattayom), and community service activities. This article discusses the school activities of Singhanakhon Wittayanusorn School and additional activities of KKN students. KKN activities aim to provide experience and as a form of learning process for students to explore the school's potential that can be developed. The learning method used is to use a basic Malay language book for the easiest introduction to vocabulary. An additional activity for KKN students is the Minicamp Qur'an activity which aims to teach students to create ash-syu'ur Al-Qur'ani (Qur'anic feelings) in students, instilling the spirit of increasing recitations of the Qur'an. The community service activities carried out include helping to clean the garden and planting mango tree seedlings in the garden of the school owner of the Singhanakhon Wittayanusorn School with the aim of creating a sense of care for the environment and a form of cooperation and mutual cooperation with the community. Ibn Khaldun University Bogor's KKN activities are expected to provide benefits to the community, students and schools, especially those aimed at creating a generation that can develop in languages ​​other than their own country and become role models in all things.
Co-Authors .S.T., M.Kom., Suhadi Abdul Karim Abdul Karim Abdul Karim Halim Abdul Khayr Abdul Rahman Acep Ansor Achmad Faris Nasyarudin Ade Hendrawan Adhi Prakosa, Bayu Adhi Prakoso, Bayu Afif Rafyan Ahmad Suhaedi Ahya Ibadina Syahida Akhmad Abdul Aziz Akrom, Ahmad Al Ikhsan, Safaruddin Hidayat Al-Wahid, M. Azhar Algista, Grevin Dionaldy Alief Juan Aprian Alzami, Farrikh Amalia, Nurul Reski Aminudin Aminudin Anak Agung Gede Sugianthara Anggra Triawan Apip Supriana Ariagi Juliano Arief Goeritno Arif Sulistio Arthur Dida Batistuta Asep Ramdhani M Asep Sumantri Astuti, Nuraeni Puji Ayumi Johan Ayumi Johan Azhar Al Wahid Azhar Al-Wahid Bahagia Bahagia Bahagia Bahagia Batistuta, Arthur Dida Bayu Adhi Prakosa Cantika, Melodia Chaisar Putra, Ivanna Chayati, Nurul Dahlia Widhyaestoeti Dani Darmawan Dede Sunardi Dedi Setiadi Dewi Primasari Dewi, Kalih Puspita Dhimas Bagus Adi Saputro Dian Anwar Dian Wulandari Dicky Septian Firdaus Diki Rahsidin Dwi Puji Prabowo, Dwi Puji Ebim Fatur Rohman Eko Hadi Purwanto Engkos Supriatna Enomi Muhamad Giri Salako Fadly Cahya Ramadhan Febby Hendrian Febby Hendrian Fety Fatimah Fikriyadi Fikriyadi Fitrah Satrya Fajar Kusumah Fitria Rachmawati Freza Riana Gani Fajar Kusuma, Mohamad Ginanjar, Hendra Hambal Azhari, Muhammad Hariyanto, M Wujut Hendrawan, A. Hendri Hendrian, Febby Hermawan, Dicky Hersanto Fajri Hurriyaturrohman Hurriyaturrohman Ika Novita Dewi Indriyawati Indriyawati Intan Kamilah Joniwarta Juhariansyah, Juhariansyah Juliano, Ariagi Kamaludin Mubarok, Muhamad Karbella, Mutiara Kodarsyah Kodarsyah Kodarsyah Leni Muniroh Luluk Dianarini M Wujut Hariyanto M. Azhar Al-Wahid M. Imam Sundarta M. Khairun Nur Al Fadjri Maulana, Kevin Megantara, Rama Aria Meiriestiani, Shania Moh Risnandar Moh Subchan Muhamad Fariz Syarif Muhamad Lutfi Muhammad Fauzan Adhima Muhammad Khaerudin Muhammad Shiddiq Ilham Noor Muniroh, Leni Muniroh, Leny Nadhif, Muhammad Naufal Agung Pambudi Noor, Muhammad Shiddiq Ilham Noor, Zakky Muhammad Nuraeni Puji Astuti Nuraeni Puji Astuti P, Eko Hadi P, Eko Hadi Pahri Muhammad Kasypurohman Prakosa, Bayu Adhi Prayoga Aldi Kurniawan Predyus Fan Suhery Priatna , Wowon Puri Sulistiyawati Puspa Putri Amalia Putra Pratama, Saga Eka Rahman, Randa Rendi Juhar Maulana Rezi Setria Ricardus Anggi Pramunendar Ridwan Kurniawan Rimun Wibowo Rimun Wibowo Rimun Wibowo, Rimun Rizky Amalia Roy Waluyo Rudi Hartono Rudi Irawan Rulhendri Rulhendri Salati Asmahasanah SANTI LISNAWATI Sasono Wibowo Siswanti, Tiwi Siti Khodijah Parinduri Siti Patimah Siti Rahma Bahrain Subchan, Moh Suhartono Suhartono Syafrial Syafrial Syaiful . Syaiful Syaiful Syaiful Syaiful Titing Suharti Tiwi Siswanti Triansyah, Muhammad Bugi Triwoelandari, Retno Wahid, Azhar Al Willy Mandela Willy Mandela Yoga Permana Yophyana Firman Hidayat Yuggo Afrianto Zakky Muhammad Noor Zakky Muhammad Noor Zakky Muhammad Noor