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Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost
Ako, Rita Erhovwo
; Aghware, Fidelis Obukohwo
; Okpor, Margaret Dumebi
; Akazue, Maureen Ifeanyi
; Yoro, Rume Elizabeth
; Ojugo, Arnold Adimabua
; Setiadi, De Rosal Ignatius Moses
; Odiakaose, Chris Chukwufunaya
; Abere, Reuben Akporube
; Emordi, Frances Uche
; Geteloma, Victor Ochuko
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 2
, No 1
(2024)
Customer attrition has become the focus of many businesses today – since the online market space has continued to proffer customers, various choices and alternatives to goods, services, and products for their monies. Businesses must seek to improve value, meet customers' teething demands/needs, enhance their strategies toward customer retention, and better monetize. The study compares the effects of data resampling schemes on predicting customer churn for both Random Forest (RF) and XGBoost ense...
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22 Sitasi
Pemberdayaan Masyarakat Lokal dalam Pembangunan Pariwisata Berkelanjutan di Tana Toraja, Sulawesi Selatan
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 1
(2024)
In the Effort to Develop the Tourism Industry in Tana Toraja, with the concept of sustainable development requires the involvement and empowerment of local communities. Local communities have a central role in preserving culture and the natural environment, and are the main beneficiaries of tourism activities. The purpose of this paper is to encourage local communities to actively participate in planning, decision-making, and tourism management processes in their area. Local communities have tra...
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Pemanfaatan Enceng Gondok Untuk Menambah Pendapatan Masyarakat di Desa Kebondowo Kecamatan Banyubiru Kabupaten Semarang
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 2
(2024)
The purpose of this study was to determine the use of water hyacinth to increase community income. The method used was descriptive qualitative. The research location was Kebondowo Village, Banyubiru District, Semarang Regency. Informants were selected intentionally, namely they were selected based on certain criteria. Specifically, this refers to the fact that informants control the problem, have information and can answer questions accurately. The results of the study showed that the best use o...
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Pengaruh Pemotongan Gaji terhadap Tapera (Tabungan Perumahan Rakyat) pada Mahasiswa Kelas Karyawan di Universitas Bina Sarana Informatika
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
This research aims to analyze the effect of salary cuts for Public Housing Savings (Tapera) on the economic conditions and learning motivation of employee class students at Bina Sarana Informatika University (UBSI). Using a quantitative approach with survey methods, data was collected from 150 respondents who were employee class students at UBSI. The research results show that salary cuts for Tapera have a significant influence on students' economic conditions, but do not significantly influence...
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Dampak Makanan Cepat Saji Bagi Kesehatan Tubuh Pada Kalangan Remaja
Anggie Annisa Permatasari
; Fransisca Putri Ardita
; Agista Putri Prasetya
; Nurul Anggraini
; Siti Marpuah
; Erintya Asanti
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 2
(2024)
This counseling focuses on the lack of awareness among teenagers about their body health, where up to now teenagers still seem to be indifferent to their body health. This is because teenagers now tend to prefer consuming fast food over healthy food. The aim of this counseling is to make teenagers aware of efforts to maintain body health by reducing consumption of fast food and to find out the reasons why teenagers don't like healthy food and are reluctant to consume it. This counseling was carr...
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Behavior of Concrete Structures of 5-storey Shopping and Residence Buildings due to Earthquakes using Spectrum Response Analysis
Kusbiantoro, Arief
; Kusumawardani, Rini
; Taveriyanto, Arie
; Agung Hermawan, Indra
; Danuaji Syahdani, Raka
; Jati Priantoro, Wisnu
; Restu Bachtiar, M. Vicky
; Ageng, Sultan
; Rizaldi Fadillah, Akhmad
; Rio Pratama, Anggy
Jurnal Teknik Sipil
Vol 17
, No 1
(2024)
The 5-storey building with 20 meters high and is located in Jakarta, a building that functions as a shop and residence. As a high-rise building, earthquake analysis of the building is required to determine the seismic pattern using the response spectrum method. The spectrum response method is used to determine the structural performance and compare static analysis and dynamic analysis based on SNI 1726-2019. Then the results obtained for each frame use a combination of cases (static + seismic),...
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Perencanaan partisipatif taman tematik Perumahan Kampoeng Semawis Semarang
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 1
(2024)
This community service focuses on participatory planning of thematic parks at the Kampoeng Semawis Housing Complex, Semarang. This area has great potential to be developed into a useful public space, but currently the existing green open space is still less than optimal in its use. The focus of this service is to create a thematic park that not only functions as a green open space, but also as a place for social interaction and education for residents. The main issue faced is the lack of communi...
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Kegiatan Pengukuran Komposisi Tubuh Dalam Rangka Deteksi Dini Obesitas Pada Populasi Lanjut Usia
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 2
(2024)
Body composition refers to the various components that make up a person's body weight, such as lean mass (muscle, water, bones, ligaments, and tendons) and fat mass. As we age, significant changes occur in body composition, including increased fat mass and decreased muscle and bone mass, which often leads to sarcopenic obesity. This condition, which is common in older adults, is associated with frailty, disability, metabolic syndrome, reduced survival rates in certain cancers, and osteopenia/ost...
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Pengaruh Persentase Penambahan Mayonnaise Pada Pembuatan Sambal Mayo-Matah Terhadap Lama Penyimpanan Dan Daya Terima Konsumen Di Kitcheroo Cafe
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
This study aims to identify the length of storage and consumer acceptance of complementary foods, namely chili sauce matah which has been given a percentage of mayonnaise as much as 10%, 20% and 30%. And this fusion food chili sauce is called mayo-matah. This research uses a quantitative approach with a survey method. This research was conducted at Kitcheroo Café. The samples of this study were 4 Culinary Education Expert Panelists and 30 Kitcheroo Cafe Customers using the data statistical analy...
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Analisis Keputusan Pembelian Konsumen Berdasarkan Bauran Pemasaran pada Produk Soft Cookies di Kaje Nibbles Jakarta
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
The culinary business is one of the rapidly growing sectors with potential for continuous expansion. This study aims to analyze the purchasing decisions of soft cookies products through a marketing mix survey at Kaje Nibbles Jakarta. Data collection for this research utilized a questionnaire in the form of a Google Form containing 19 statements that have passed validity and reliability tests. The marketing mix instrument consists of four indicators: Product, with sub-indicators including product...
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