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:Penelitian ini bertujuan menganalisis strategi content marketing Unihouse dalam membangun dan memperkuat brand image di tengah persaingan hunian mahasiswa di Salatiga. Permasalahan utama penelitian ini adalah rendahnya citra…
itra merek Unihouse dibandingkan kompetitor, yang tercermin dari ulasan pelanggan dan penurunan persepsi publik di media digital. Penelitian menggunakan pendekatan kualitatif deskriptif dengan teknik pengumpulan data melalui wawancara semi-terstruktur, observasi aktivitas media sosial, dan dokumentasi. Analisis data dilakukan menggunakan model interaktif melalui reduksi data, penyajian data, dan penarikan kesimpulan. Hasil penelitian menunjukkan bahwa Unihouse menerapkan strategi content marketing yang terstruktur melalui delapan tahapan utama, yaitu goal setting, audience mapping, content ideation and planning, content creation, content distribution, content amplification, content marketing evaluation, dan content marketing improvement. Strategi ini diimplementasikan melalui pemanfaatan media sosial (Instagram dan Facebook), integrasi paid, owned, dan earned media, serta evaluasi berbasis data (reach, engagement, conversion, dan sentimen audiens). Konten visual yang autentik, storytelling, penggunaan hashtag, call to action, serta optimalisasi electronic word of mouth (e-WOM) berkontribusi dalam membangun asosiasi merek yang modern, profesional, dan relevan dengan gaya hidup mahasiswa. Temuan penelitian menegaskan bahwa content marketing yang adaptif dan berkelanjutan, didukung pengalaman layanan yang konsisten, menjadi determinan utama dalam pembentukan brand image yang kredibel dan berdaya saing pada bisnis jasa hunian berbasis lokal.
Abstract:The rapid advancement of artificial intelligence (AI) has significantly impacted the healthcare sector, particularly in supporting the early detection of diabetes; however, many AI models still face challenges due to their…
ir black-box nature, where decision-making processes are not easily understood. This study aims to compare two Explainable Artificial Intelligence (XAI) methods, namely Local Interpretable Model-Agnostic Explanations (LIME) and SHapley Additive Explanations (SHAP), in interpreting the prediction results of an Artificial Neural Network (ANN) model using the Diabetes Health Indicator dataset. Prior to modeling, the data were preprocessed through cleaning and normalization to ensure quality and consistency. The trained ANN model was then analyzed using LIME and SHAP to evaluate the contribution of each feature to the prediction outcomes. The results show that both methods are capable of providing meaningful and interpretable explanations, although SHAP demonstrates more consistent and stable interpretations across the dataset. These findings highlight the importance of integrating XAI techniques to enhance model transparency, thereby increasing trust and supporting more reliable decision-making in clinical settings, particularly for diabetes diagnosis.
Abstract:Perkembangan teknologi sekuensing telah menghasilkan data sekuens DNA, RNA, dan protein dalam jumlah besar yang umumnya disimpan dalam format FASTA. Meskipun format ini sederhana dan banyak digunakan, perangkat lunak bioinformatika…
informatika yang tersedia masih didominasi oleh aplikasi berbasis desktop atau command line interface yang kurang ramah bagi pengguna pemula. Penelitian ini bertujuan untuk mengembangkan aplikasi web sederhana berbasis Python untuk analisis dasar file FASTA. Aplikasi dibangun menggunakan framework Flask dan pustaka BioPython untuk melakukan analisis panjang sekuens, komposisi basa nukleotida, serta persentase GC melalui antarmuka web yang mudah digunakan. Metode pengembangan sistem yang digunakan adalah model Waterfall, meliputi analisis kebutuhan, perancangan, implementasi, dan pengujian. Hasil pengujian menunjukkan bahwa aplikasi mampu memproses file FASTA secara akurat dan cepat tanpa memerlukan instalasi perangkat lunak tambahan di sisi pengguna. Aplikasi ini diharapkan dapat menjadi media pembelajaran bioinformatika serta mendukung analisis awal sekuens biologis bagi mahasiswa dan peneliti.
Abstract:The Independent Learning Campus Independent Program (MBKM) is a government initiative to improve the quality of higher education through off-campus learning activities, one of which is the Teaching Assistance program. This…
is study aims to describe the role of the Teaching Assistance program in improving the teaching competence of students of the Elementary School Teacher Education Study Program (PGSD). The study used a descriptive qualitative approach with data collection methods through interviews, observations, and documentation. The results of the study showed that the Teaching Assistance program significantly supported the improvement of four dimensions of student teaching competence, namely pedagogical, professional, personality, and social competence. Students gain direct experience in the world of education, practice teaching skills, prepare learning tools, and build positive communication and interaction with school residents. In addition, students also develop character and personality as prospective professional educators. Thus, the Teaching Assistance program has proven to be an effective strategy in preparing competent PGSD graduates who are ready to face the real world of education work.
Abstract:This study aims to deepen the understanding of the contribution of promotion and branding to increasing customer satisfaction at PT. Ino Wangsa Binjai. The study used primary data with a population of 300 buyers, and 75…
respondents were selected as samples through calculations using the Slovin formula. The analysis techniques applied were quantitative, including validity tests, reliability, classical assumptions, simple linear regression, and hypothesis testing through t-tests and coefficients of determination (R²). Based on the analysis results, the promotional mix variable (E_Prmsi) obtained a t-count value of -1.824 with a significance level of 0.072 (> 0.05), while the t-table was 1.99346. Because the t-count is smaller than the t-table, it can be concluded that the promotional mix does not have a significant effect on customer satisfaction. In addition, a negative t-value indicates that the direction of the relationship between the promotional mix and customer satisfaction is not in line. Conversely, the partial test shows that the company's brand variable has a significant effect on customer satisfaction with a significance value of 0.00 (< 0.05). Therefore, the first hypothesis (H1) is declared accepted. From the results of the determination coefficient test, the R Square value is 0.495, which indicates that 49.5% of changes in customer satisfaction can be explained by the company's promotional mix and brand factors, while the remaining 50.5% is influenced by other variables not examined in this study. As a recommendation, the management of PT. Ino Wangsa Binjai, especially the branch manager, is advised to implement a more cost-effective, efficient, and targeted promotional strategy, as well as utilizing social media such as Facebook, Instagram, Twitter, and print media such as newspapers to convey promotional information more effectively.
Abstract:Implementation of Internet of Things (IoT) technology and microcontrollers as an automatic temperature control system on tools for proofing bread dough at the Oei Oei Pizza and Patisserie Micro, Small, and Medium Enterprise…
ise (MSMEs). The primary issue faced by partners was temperature instability during the dough fermentation process, leading to inconsistent product quality. The implementation method included problem identification, tool design and construction, implementation at partner locations, and mentoring and evaluation. The results of the activity showed that the tool can help IoT-based systems maintain stable fermentation temperatures, improve dough quality consistency, and increase production efficiency. This initiative also has a positive impact on increasing partners' capacity to utilize appropriate technology.
Abstract:Penyebaran informasi palsu (hoaks dan fake news) di media sosial merupakan tantangan serius terhadap integritas informasi publik di Indonesia. Penelitian ini bertujuan untuk menganalisis tren, volume, dan pola diseminasi…
hoaks berdasarkan data verifikasi yang dikumpulkan melalui web scraping dari situs fact-checker lokal selama periode Januari hingga Agustus 2025. Hasil analisis data menunjukkan bahwa volume hoaks didominasi secara signifikan oleh dua kategori: Disinformasi Faktual dan Klaim Meragukan. Analisis kontribusi platform menunjukkan bahwa Facebook dan Instagram menjadi saluran utama penyebaran di kedua kategori tersebut. Temuan ini memberikan wawasan penting bagi stakeholder dan platform media sosial untuk merumuskan strategi mitigasi yang tersegmentasi dan ditargetkan
Abstract:Kondisi jalan merupakan komponen vital dalam sistem transportasi darat yang menjadi tulang punggung pembangunan ekonomi dan sosial. Tujuan penelitiaan ini yaitu, Mengetahui jenis kerusakan ruas Jalan Pahlawan Kecamatan Enrekang…
nrekang Kabupaten Enrekang dengan metode SDI dan Mengetahui cara menentukan jenis penanganan kerusakan jalan berdasarkan hasil analisis metode SDI ruas Jalan Pahlawan Kecamatan Enrekang Kabupaten Enrekang. Penelitian ini dilakukan di Jalan Pahlawan yang memiliki panjang sekitar 0,640Km, dari titik awal yaitu di Bambu Runcing (STA 0+00) berakhir di Simpang Empat Jl. Pangeran Hidayat, Jl. Mata Dewa dan Jl. Penja (STA 0+640) menggunakan metode Surface Distress Index (SDI) dengan interval pengamatan setiap 50 meter. Berdasarkan hasil perhitungan Lalu Lintas Harian Rata-rata (LHR), diperoleh volume lalu lintas sebesar 750,9 smp/hari. Nilai rata-rata SDI pada ruas Jalan Pahlawan dari STA 0+000 sampai STA 0+640 adalah sebesar 51,54%, yang menunjukkan bahwa kondisi jalan berada dalam kategori sedang. Oleh karena itu, jenis penanganan yang direkomendasikan adalah pemeliharaan berkala.
Abstract:Objective from study This is aim For add outlook about Promotion And Brand in increase Satisfaction Buyer on PT. Alpha Scropii Medan. Study This use data primary population in study This as much as 300 person buyer with…
sample 75 respondents with formula Slovin. Method analysis data Which used is method analysis quantitative that is covering test validity, test reliability, test assumptions classic, analysis regression linear simple, testing hypothesis through t-test And test coefficient determination (R 2 ). Variables Mix Promotion E_Prmsi with t count as big as (-)1,824 with significance 0.072 > 0.05 And t table 1.99346. So t count < t table, that variables Mix Promotion Not yet own contribution to Satisfaction Buyer. Mark t negative show variables Mix Promotion have connection Which No one way with Satisfaction Buyer. Results test partial t show that Brand Company own significance 0.00 < 0.05 so that concluded brand company have contribution in a way partial influential to Satisfaction Buyer, hypothesis study H1 accepted. Results test determination on column R Square as big as 0.495, Because We use 2 direction regression multiple. With thus Influence Mix Promotion And Brand Company to Satisfaction Buyer that is as big as 49.5 % whereas the rest 50.5 % influenced by variables other Which No including in variables study. Recommended to head branch PT. ALPHA SCORPII Medan do Mix Promotion in a way economical, efficiency And effective as well as delivery advertisement Which delivered use media social like Facebook, Instagram, Twitter, or media print Newspaper.