Abstract:Abstract: that the number of catches obtained by fishermen is more optimal. With secondary data based on the type of cultivation developed by fishing communities, the authors intend to explore this data so that they can…
examine more deeply the most effective types of cultivation using analysis of variance to find out the differences between each type of cultivation and cluster analysis using the complete linkage method. to find out the grouping of marine culture production based on the types developed by fishing communities in Indonesia. The correlation between the observed variables is 0.008, so it can be said that there is no relationship between the observed variables. In addition, the sig. and t-test. sig value is obtained. > α (5% = 0.05). This means that there is a significant average difference in fish production results based on the type of cultivation developed by fishing communities. With the grouping of types of marine cultivation developed by the Wesleyan community using the complete-linkage method, they are divided into 3 groups based on the degree of similarity in the production results obtained. Cluster 1 consists of Floating Nets, and Pools; Cluster 2 consists of other seas, seaweed, cages, and fishing nets; and Cluster 3 consists of Fresh Floating Nets, Minapadi, and Ponds.
Keywords: Complete-Linkage; Fish Production; Mariculture; Multivariate Analysis; T-test;
Abstrak: Berdasarkan penelitian sebelumnya pada analisis variansi untuk menguji perbedaan rata-rata pada masing-masing perlauan peletakan sudut jarring agar jumlah tangkapan yang diperoleh nelayan lebih optimal. Dengan adanya data sekunder berdasarkan jenis budidaya yang dikembangkan masyarakat nelayan, penulis bermasksud untuk melakukan eksplorasi pada data tersebut agar dapat mengkaji lebih dalam terhadap jenis budidaya yang paling efektif dengan analisis variansi untuk mengetahu perbedaan dari masing-masing jenis budidaya serta analisis cluster dengan metode complate linkage untuk mengetahui adanya pengelompokan hasil produksi bududaya laut berdasarkan jenis yang dikembangkan oleh masyarakat nelayan di Indonesia. Korelasi antar variabel yang diamati sebesar 0.008, maka dapat dikatakan bahwa tidak ada hubungan antara variabel yang diamati. Selain itu, hasil uji sig. dan uji t. diperoleh nilai sig. > α (5% = 0.05). Artinya, terdapat perbedaan rata-rata secara signifikan hasil produksi ikan berdasarkan jenis budidaya yang dikembangkan oleh masyarakat nelayan. Dengan adanya pengelompokan jenis budidaya laut yang dikembangkan oleh masyarakat neleyan dengan metode complete-linkage terbagi atas 3 kelompok berdasarkan tingkat kemiripan hasil produksi yang diperoleh. Cluster 1 terdiri dari Jaring Apung, Kolam; Cluster 2 terdiri dari Laut lainnya, Rumput laut, Keramba, Jaring Tancap; dan Cluster 3 terdiri dari Jaring Apung Tawar, Minapadi, Tambak.
Kata kunci: Analisis Multivariate; Budidaya Laut; Complate-Linkage; Produksi Ikan; Uji-t;
Abstract:Abstract: The poor community is a condition in which the community does not have adequate facilities and infrastructure and an adequate environment, with the quality of housing and settlements far below the eligibility standard…
tandard and uncertain livelihoods covering all multidimensional dimensions. The Pasiran Village Office, Sei Dadap District, is one of the agencies located in the Pasiran area, Sei Kamah. Where the Pasiran Village Hall Office carries out activities to distribute assistance to village communities who are declared to be underprivileged or have low incomes below 3.5 million. With such a large number of village people, an in-depth analysis is needed to determine which poor people are entitled to receive Non-Cash Food Assistance from the government. The solution to this problem is to use data mining with the Naïve Bayes algorithm for data classification. Data mining is the science of extracting information by utilizing data sets to obtain valuable information with a large enough data size through the process of extracting data or filtering data. The classification application uses the naïve Bayes algorithm used at the Pasiran Village Office to produce a classification of beneficiaries, namely Worthy and Unworthy based on the attributes of Citizenship, Family Group, ASN Status, and Having a Healthy Family Card.
Keywords: data mining; naïve bayes; classification, beneficiary
Abstrak: Masyarakat miskin merupakan suatu kondisi dimana keadaan masyarakat yang tidak memiliki sarana dan prasarana serta lingkungan yang memadai, dengan kualitas perumahan dan pemukiman yang jauh dibawah standar kelayakan serta mata pencaharian yang tidak menentu yang mencakup seluruh multidimensi. Kantor Balai Desa Pasiran Kecamatan Sei Dadap merupakan salah satu instansi yang berada di daerah Pasiran, Sei Kamah. Dimana Kantor Balai Desa Pasiran melakukan kegiatan pembagian bantuan terhadap masyarakat desa yang dinyatakan kurang mampu atau memiliki penghasilan rendah dibawah 3,5 juta. Dengan jumlah masyarakat desa yang begitu banyak, diperlukan analisis yang mendalam untuk menentukan masyarakat tidak mampu yang berhak untuk mendapatkan Bantuan Pangan Non Tunai dari pemerintah. Solusi dari permasalahan tersebut adalah menggunakan data mining dengan algoritma naïve bayes untuk klasifikasi data. Data mining merupakan suatu ilmu untuk menggali informasi dengan memanfaatkan kumpulan data untuk mendapatkan berbagai informasi yang berharga dengan ukuran data yang cukup besar melalui proses penggalian data atau penyaringan data. Aplikasi klasifikasi menggunakan algoritma naïve bayes yang terapkan pada Kantor Balai Desa Pasiran menghasilkan klasifikasi warga penerima bantuan yaitu Layak dan Tidak Layak berdasarkan atribut Kewarganegaraan, Golongan Keluarga, Status ASN dan Memiliki Kartu Keluarga Sehat.
Kata kunci: data mining; naïve bayes; klasifikasi, penerima bantuan
Abstract:This research aims to analyze the comparison of character education system curricula in Indonesia and Malaysia, with a focus on the approach, implementation and effectiveness in shaping students' moral values and character.…
haracter. The aim is to identify similarities and differences between the two education systems, as well as provide recommendations for improving the quality of character education in Indonesia. The research method used is a literature study with a qualitative approach. The research results show that Malaysia integrates character education through special subjects such as Islamic and Moral Education, while Indonesia emphasizes the integration of character values in all subjects through the 2013 Curriculum. However, both countries face challenges in implementation, such as a lack of teacher training and gaps between theory and practice. The research results also reveal that Malaysia places more emphasis on religious values and multiculturalism in character education, while Indonesia focuses on the values of nationalism and diversity. Nevertheless, both countries agree that character education plays an important role in forming a generation with noble and responsible morals. Recommendations from this research are the need to increase teacher training, strengthen collaboration between schools, families and communities, as well as develop a more contextual and applicable curriculum. By adopting best practices from Malaysia and adapting them to the local context, Indonesia can increase the effectiveness of character education in forming students who are not only academically intelligent but also have strong character.
Abstract:Public-private collaboration is a vital strategy in managing sustainable tourism destinations, integrating diverse stakeholders to balance economic growth, environmental sustainability, and social equity. Despite the hospitality…
pitality sector’s key role in tourism governance, research on its collaboration with public institutions, particularly in Makassar, Indonesia, remains limited. This study examines MaxOne Resort and Hotel Makassar to explore the mechanisms, challenges, and outcomes of public-private partnerships (PPPs) in sustainable tourism destination management (STDM). Using a qualitative case study approach, the research employs in-depth interviews, participatory observation, and policy analysis to investigate how MaxOne Resort collaborates with local government and communities to implement sustainability initiatives. The findings reveal that structured mechanisms such as formal agreements, joint projects, and stakeholder committees facilitate sustainable governance. MaxOne Resort actively engages in environmental conservation, community empowerment, and responsible tourism practices, positioning itself as a sustainability model within the hospitality sector. However, regulatory misalignments, funding constraints, and inconsistent stakeholder engagement present significant challenges. The study underscores the relevance of the Penta-Helix framework, highlighting how collaboration among government, private sector, academia, community, and media enhances the legitimacy and effectiveness of sustainability initiatives. This research contributes to the literature by providing a localized analysis of PPPs in Makassar, bridging the gap between theoretical models and practical applications. The findings offer policy recommendations to strengthen stakeholder collaboration, optimize governance structures, and support sustainable tourism development in emerging destinations.
Abstract:Penelitian ini mengeksplorasi efektivitas Program Tapera dalam memenuhi kebutuhan perumahan bagi masyarakat berpenghasilan rendah di Indonesia. Dengan menggunakan pendekatan kualitatif, penelitian ini menggunakan metode…
studi kasus untuk menganalisis dampak program dan implementasinya sebagai kebijakan publik. Pengumpulan data dilakukan dengan wawancara mendalam, observasi partisipatif, dan studi dokumentasi untuk memberikan pemahaman yang komprehensif mengenai manajemen dan hasil program.Studi ini menggunakan purposive sampling dengan teknik bola salju untuk memilih informan, termasuk administrator program, pembuat kebijakan, penerima manfaat berpenghasilan rendah, pejabat pemerintah daerah, dan lembaga keuangan. Analisis data mengikuti model interaktif, yang meliputi pengumpulan, reduksi, penyajian, dan penarikan kesimpulan data, dengan triangulasi yang digunakan untuk memastikan validitas dan reliabilitas. Temuan-temuan tersebut mengungkapkan bahwa meskipun Program Tapera telah membuat langkah signifikan dalam mendorong pemerataan dan keberlanjutan perumahan, masih ada tantangan dalam hal keterjangkauan, kesenjangan antar wilayah, dan transparansi. Isu-isu ini menyoroti perlunya reformasi strategis, seperti mekanisme keuangan yang lebih baik, perluasan jangkauan, dan peningkatan tata kelola.Penelitian ini menyimpulkan bahwa Program Tapera memiliki potensi untuk secara signifikan mengurangi ketimpangan perumahan dan mendorong kesetaraan sosial, asalkan tantangan-tantangan utama dapat diatasi melalui inovasi dan kolaborasi.Penelitian ini berkontribusi pada wacana evaluasi kebijakan publik, dengan menawarkan rekomendasi praktis untuk meningkatkan aksesibilitas perumahan bagi masyarakat berpenghasilan rendah.
Abstract:This study examines the suitability of land for the development of residential areas in Ambon City, based on the slope factor. The methods used include spatial analysis by utilizing Digital Elevation Model (DEM) data and…
the Ambon City Regional Spatial Plan (RTRW), as well as satellite image interpretation to identify suitable and unsuitable areas for residential development. The results show that more than 56% of the total planned land area is in the highly suitable category, while areas with steep slopes have a high potential for landslide risk. The discussion emphasizes the importance of settlement development focusing on safe and suitable areas, and the need for strict regulations to protect communities from disaster risks. The findings provide a strong basis for policy makers to formulate spatial planning strategies that are sustainable and responsive to the geographical conditions of Ambon City.
Abstract:This research aims to identify flood-prone areas in West Sumatra Province using remote sensing data and Machine Learning-based Geographic Information System. By utilizing variables such as distance from the river, Normalized…
ized Difference Water Index (NDWI), elevation, Topographic Position Index (TPI), Normalized Difference Vegetation Index (NDVI), and Rainfall Data, this research was conducted on the Google Earth Engine platform. This analysis method supports resource optimization, public education, increased environmental safety, and the development of new technologies and research. The results of the research are expected to assist in mitigation and adaptation to future flood disasters, as well as provide more accurate and comprehensive insights for local governments, disaster management agencies, and communities. With this approach, it is expected to reduce flood risk and increase community resilience to natural disasters.
Abstract:The Family Hope Program (PKH) is a government initiative aimed at alleviating poverty through empowering poor communities in various regions. This study aims to analyze the implementation of PKH in Teluk Ambon District,…
focusing on program effectiveness, challenges faced, and the impact on beneficiaries. The research uses a qualitative case study approach, collecting data through interviews, observations, and documentation. The findings reveal that PKH implementation generally runs according to schedule and targets the right beneficiaries, despite some technical difficulties and challenges in data updating and public understanding. Coordination among stakeholders, continuous socialization, and optimal assistance are key factors for the program’s success. Moreover, PKH has significantly improved the welfare of poor families, especially in education and health sectors. However, improvements in monitoring and evaluation mechanisms and program flexibility are needed to better respond to social changes. This study recommends enhancing administrative systems and increasing the capacity of facilitators to ensure that PKH can be more effective and sustainable.
Abstract:Pematang Johar, sebuah desa yang berkembang pesat di Kecamatan Labuhan Deli, Kabupaten Deli Serdang, Sumatera Utara, menghadapi tekanan lingkungan yang meningkat akibat alih fungsi lahan, berkurangnya ruang terbuka hijau,…
, dan genangan air yang berulang pada musim hujan. Kegiatan pengabdian ini bertujuan memperkenalkan revitalisasi infrastruktur hijau sebagai solusi inovatif untuk memperkuat ketahanan lingkungan di tingkat lingkungan permukiman. Metode yang digunakan meliputi tahap persiapan, koordinasi dengan aparat desa, sosialisasi partisipatif, demonstrasi praktis pembuatan lubang resapan biopori, sumur resapan, dan taman hujan, serta evaluasi melalui instrumen pretest-posttest. Kegiatan diikuti oleh 42 peserta yang terdiri dari perangkat desa, anggota karang taruna, dan ibu rumah tangga. Hasil kegiatan menunjukkan peningkatan skor pemahaman rata-rata peserta secara signifikan, dari 40% sebelum kegiatan menjadi 84% setelah kegiatan, serta peserta menunjukkan minat yang tinggi untuk menerapkan teknik tersebut secara mandiri. Kegiatan ini menyimpulkan bahwa intervensi infrastruktur hijau yang murah dan partisipatif dapat ditransfer secara efektif kepada masyarakat serta berkontribusi menurunkan risiko banjir sekaligus memulihkan fungsi ekologis di skala lingkungan permukiman.
Pematang Johar, a rapidly developing village in Labuhan Deli Subdistrict, Deli Serdang Regency, North Sumatra, faces increasing environmental pressure from land-use conversion, reduced green open space, and recurrent waterlogging during the rainy season. This community service activity aimed to introduce green infrastructure revitalization as an innovative approach to strengthen local environmental resilience. The method consisted of preparation, coordination with village authorities, participatory outreach (sosialisasi), practical demonstration of biopore infiltration holes, recharge wells, and rain gardens, and evaluation through pretest-posttest instruments. The activity involved 42 participants consisting of village officials, youth organization members, and housewives. Results showed a substantial increase in participants' average understanding score, from 40% before the activity to 84% afterward, and participants expressed strong interest in applying the techniques independently. The activity concludes that low-cost, participatory green infrastructure interventions can be effectively transferred to communities and contribute to reducing flood risk while restoring ecological function at the neighborhood scale.
Abstract:Akselerasi teknologi informasi memicu adanya kesenjangan digital (digital divide) di tingkat pedesaan akibat rendahnya literasi teknologi pada masyarakat non-produktif dan aparatur desa. Program Pengabdian kepada Masyarakat…
kat (PKM) ini bertujuan mengatasi kendala operasional perangkat digital, kerentanan siber, serta mengoptimalkan administrasi publik di Desa Perapat Janji, Sumatera Utara. Melalui pendekatan Community-Based Education, program diwujudkan lewat dua klaster utama: Digital Literacy Academy untuk warga umum serta E-Government Literacy Workshop bagi aparatur desa. Hasil evaluasi menunjukkan dampak kuantitatif yang signifikan. Skor rata-rata literasi digital masyarakat umum melonjak sebesar 85,4%, naik dari nilai pre-test 42,5 menjadi 78,8 pada post-test. Sementara itu, kompetensi psikomotorik aparatur desa meningkat dari 48,0 menjadi 87,5, dengan tingkat keberhasilan 100% dalam pengarsipan berbasis cloud. Program ini berhasil mempercepat transformasi desa menjadi lebih cakap digital serta meningkatkan efisiensi layanan sosial kedesaan yang adaptif terhadap perkembangan teknologi.
The acceleration of information technology has triggered a significant digital divide in rural areas due to low digital literacy among non-productive communities and village officials. This Community Service (PKM) program aimed to overcome operational digital device limitations, cyber vulnerabilities, and sub-optimal public administration services in Perapat Janji Village, North Sumatra. Utilizing a Community-Based Education approach, the project implemented two main initiatives: the Digital Literacy Academy for the general public and the E-Government Literacy Workshop for village officials. The evaluation showed significant quantitative impacts. The general public's average digital literacy score jumped by 85.4%, increasing from a pre-test score of 42.5 to 78.8 in the post-test. Meanwhile, the psychomotor competence of village officials rose from 48.0 to 87.5, achieving a 100% success rate in cloud-based digital archiving. This program successfully accelerated rural transformation toward digital proficiency and enhanced the efficiency of adaptive village social services.