Abstract:This research is to find out how community participatory planning works in development in Lembah Sumara Village, Soyo Jaya District, North Morowali Regency. The type of research used is descriptive qualitative. Data types…
s use primary data and secondary data. Data collection techniques are carried out through observation, interviews, and documentation. The informant withdrawal technique uses purpose. The data analysis used is the Miles, Huberman, and Saldana model, namely data reduction, data presentation and drawing conclusions. Based on the results of the research conducted, community participatory planning in development in Lembah Sumara Village, Soyo Jaya District, North Morowali Regency still has many problems. When viewed from the planning stages, the dominant ones who appear active during village fund management deliberations are village officials, members of village consultative bodies and community figures who are considered influential. Meanwhile, most of the community does not play an active role at the planning stage because they do not receive invitations during deliberations, so that when decisions are made, they do not represent the aspirations of the community in general. Likewise, public awareness of the development implementation stages is still very low. Indications of this can be seen in the implementation of village fund management policies for development, starting from the planning process to implementing activities which are almost entirely carried out by the village government.
Abstract:Community-based nature tourism development is an important strategy for community empowerment that can enhance local economic welfare while supporting environmental sustainability. However, the success of community-based…
tourism management largely depends on the capacity of human resources and local institutions. This study aims to analyze the role of community-based nature tourism management training in improving individual capacities and strengthening the institutional capacity of the Giri Puspa Forest Farmer Group (Kelompok Tani Hutan/KTH) as the manager of Lembah Puspa Educamp in West Bandung Regency. This research employed a qualitative approach using a case study method. Research informants consisted of the group leader, management board members, KTH members, training facilitators, and tourism development partners selected through purposive sampling. Data were collected through in-depth interviews, observations, and document analysis, and analyzed using the interactive model of Miles, Huberman, and Saldaña, including data condensation, data display, and conclusion drawing. The findings reveal that the training contributed significantly to improving participants’ competencies in tour guiding, visitor services, tourism safety, environmental interpretation, and digital marketing. Furthermore, the training strengthened institutional capacity through enhanced coordination, task distribution, member participation, and collective decision-making processes. The program also supported the implementation of Community Based Tourism (CBT) principles, as reflected in increased community involvement in tourism management and destination development. Nevertheless, several challenges remain, including limited funding, inadequate supporting facilities, and unequal competency levels among group members. The study concludes that training serves as a strategic instrument for community empowerment and institutional strengthening to support sustainable community-based nature tourism management
Abstract:Penelitian ini bertujuan untuk menganalisis tingkat pemanfaatan platform digital dan strategi pemasaran digital dalam meningkatkan volume penjualan UMKM kuliner di Kabupaten Bandung. Penelitian ini menggunakan pendekatan…
kualitatif dengan metode studi kasus pada tiga UMKM, yaitu Kopi Lembah Cimanong, Dan’Steak, dan D’Blas. Teknik pengumpulan data dilakukan melalui wawancara mendalam, observasi, dan dokumentasi. Analisis data dilakukan melalui tahapan reduksi data, penyajian data, dan penarikan kesimpulan, serta didukung oleh analisis SWOT dan triangulasi data untuk memastikan keabsahan temuan penelitian. Hasil penelitian menunjukkan bahwa ketiga UMKM telah memanfaatkan platform digital seperti media sosial dan marketplace sebagai sarana pemasaran, namun pemanfaatannya belum optimal. Kendala yang dihadapi meliputi keterbatasan literasi digital, sumber daya manusia, waktu pengelolaan, serta pemahaman terhadap strategi pemasaran digital yang terintegrasi. Meskipun demikian, penerapan konten digital, interaksi dengan konsumen, dan konsistensi pemasaran digital terbukti memberikan dampak positif terhadap peningkatan volume penjualan. Penelitian ini menyimpulkan bahwa optimalisasi pemanfaatan platform digital dan penerapan strategi pemasaran digital yang terencana berperan penting dalam meningkatkan volume penjualan UMKM kuliner.
Abstract:Abstract: This study aims to classify the nutritional status of toddlers based on anthropometric data using the K-Nearest Neighbor (KNN) algorithm. Data were obtained from 20 Integrated Health Posts (Posyandu) in Rumbai…
Timur District, including Lembah Sari Village and Limbungan Village with a total of 1,000 toddler data. After cleaning and preprocessing, 782 data were obtained ready for use. The preprocessing stages include data cleaning and transformation, outlier removal, minority class handling, and data normalization. Next, data balancing was carried out using the Synthetic Minority Oversampling Technique (SMOTE) to address class imbalance. The data was divided into 80% training data and 20% test data, then the K parameter was tested from 1 to 15 using 5-fold cross-validation. The results showed that the value of K = 1 provided the best performance with a macro recall of 0.8827 and an accuracy of 86.26%. These results indicate that the combination of the KNN algorithm with the SMOTE method and Min-Max normalization is effective in improving classification performance on imbalanced data and producing accurate and balanced predictions of toddler nutritional status between classes.
Keywords: k-nearest neighbor; toddler nutritional status; SMOTE; min-max scaling; classification; anthropometric data
Abstrak: Penelitian ini bertujuan untuk mengklasifikasikan status gizi balita berdasarkan data antropometri menggunakan algoritma K-Nearest Neighbor (KNN). Data diperoleh dari 20 Posyandu di Kecamatan Rumbai Timur, meliputi Kelurahan Lembah Sari dan Kelurahan Limbungan dengan total 1.000 data balita. Setelah melalui proses cleaning dan preprocessing, diperoleh 782 data yang siap digunakan. Tahapan pra-pemrosesan meliputi pembersihan dan transformasi data, penghapusan outlier, penanganan kelas minoritas, serta normalisasi data. Selanjutnya dilakukan penyeimbangan data menggunakan Synthetic Minority Oversampling Technique (SMOTE) untuk mengatasi ketidakseimbangan kelas. Data dibagi menjadi 80% data latih dan 20% data uji, kemudian dilakukan pengujian parameter K dari 1 hingga 15 menggunakan 5-fold cross-validation. Hasil penelitian menunjukkan bahwa nilai K = 1 memberikan performa terbaik dengan recall macro sebesar 0,8827 dan akurasi 86,26%. Hasil ini menunjukkan bahwa kombinasi algoritma KNN dengan metode SMOTE dan normalisasi Min-Max efektif dalam meningkatkan kinerja klasifikasi pada data tidak seimbang serta menghasilkan prediksi status gizi balita yang akurat dan seimbang antar kelas.
Kata kunci: k-nearest neighbor; status gizi balita; SMOTE; min-max scaling; klasifikasi; data antropometri
Abstract:Abstract; This research aims to create and develop a web application as a place of information and complaints for visitors to the Harau European Village tour, which is located in the Harau Valley, Lima Puluh Kota Regency,…
, West Sumatra. This application was created to make tourists feel safe and comfortable. Its main features include problem reporting and an interactive map connected with Google Maps. This helps users search for nearby services and navigate easily. The system was created using the Agile method which includes planning, design, testing, and implementation stages. This research also includes user needs analysis and system testing with the black box method to ensure all functions work properly. The results showed that this application can work well according to user needs. This application makes it easier to access information, send reports online, and monitor reports directly. This application helps improve digital services at tourist attractions and makes the tourist experience safer and more efficient.
Keywords; web application; tourist report; information service; security; convenience; kampung eropa harau
Abstrak: Penelitian ini bertujuan untuk membuat dan mengembangkan aplikasi web sebagai tempat informasi dan pengaduan bagi pengunjung wisata Kampung Eropa Harau, yang berada di Lembah Harau, Kabupaten Lima Puluh Kota, Sumatera Barat. Aplikasi ini dibuat untuk membuat wisatawan merasa aman dan nyaman. Fitur utamanya termasuk pelaporan masalah dan peta interaktif yang terhubung dengan Google Maps. Ini membantu pengguna mencari layanan terdekat dan menavigasi dengan mudah. Sistem dibuat menggunakan metode Agile yang meliputi tahap perencanaan, desain, pengujian, dan pelaksanaan. Penelitian ini juga termasuk analisis kebutuhan pengguna dan pengujian sistem dengan metode black box untuk memastikan semua fungsi bekerja dengan baik. Hasil penelitian menunjukkan bahwa aplikasi ini bisa bekerja dengan baik sesuai kebutuhan pengguna. Hasil dari penelitian ini menunjukkan bahwa aplikasi ini mempermudah akses informasi, pengiriman laporan secara online, dan pemantauan laporan secara langsung. Aplikasi ini membantu meningkatkan layanan digital di tempat wisata dan membuat pengalaman wisatawan lebih aman dan efisien.
Kata kunci; aplikasi web; laporan wisatawan; layanan informasi; keamanan; kenyamanan; kampung eropa harau
Abstract:Ketahanan pangan rumah tangga menjadi salah satu aspek penting dalam meningkatkan kesejahteraan masyarakat, terutama bagi keluarga dengan tingkat pendapatan menengah ke bawah. Penelitian ini bertujuan untuk mengetahui motivasi…
tivasi ibu rumah tangga dalam meningkatkan pendapatan keluarga melalui ketahanan pangan di Kelurahan Lembah Damai Kecamatan Rumbai. Metode yang digunakan dalam penelitian ini adalah metode deskriptif kualitatif dengan teknik pengumpulan data berupa observasi, wawancara, dan dokumentasi terhadap informan tunggal, Ibu Hasna. Hasil penelitian menunjukkan bahwa motivasi ibu rumah tangga dalam mengelola usaha peternakan ayam kampung sangat dipengaruhi oleh kondisi lingkungan, tingkat pendapatan, serta stabilitas ekonomi rumah tangga. Kondisi lingkungan fisik berupa pekarangan yang memadai serta dukungan sosial sekitar menjadi basis utama operasional usaha. Peningkatan pendapatan secara langsung berkontribusi pada pemenuhan kebutuhan pangan dan gizi keluarga, yang pada akhirnya menciptakan stabilitas ekonomi domestik yang kokoh menghadapi fluktuasi harga. Dengan demikian, pemanfaatan sektor informal berskala mikro ini efektif mendukung kesejahteraan keluarga.