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Analisis Sentimen Ulasan Penumpang Maskapai Penerbangan Indonesia Menggunakan Support Vector Machine , Naive Bayes, dan Random Forest Daryanti; Tri Widodo
The Indonesian Journal of Computer Science Vol. 13 No. 5 (2024): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v13i5.4452

Maskapai penerbangan merupakan perusahaan yang menyediakan layanan penerbangan untuk penumpang dan barang. Di Indonesia, terdapat dua jenis penerbangan, yaitu Low-Cost Carrier (LCC) dan full service. Penelitian ini menganalisis sentimen terhadap maskapai penerbangan Indonesia dengan menggunakan data ulasan dari X (Twitter) dan TripAdvisor, yang terdiri dari 6.469 ulasan. Tujuan utama penelitian adalah membandingkan kinerja tiga algoritma machine learning: Support Vector Machine (SVM) dengan kernel RBF, Naive Bayes, dan Random Forest. Model dievaluasi berdasarkan metrik akurasi, presisi, recall, dan F1-Score. Hasil menunjukkan bahwa Random Forest memberikan kinerja terbaik dengan akurasi 91%, presisi 91%, recall 91%, dan F1-Score 90%. Sementara itu, SVM dengan kernel RBF mencapai akurasi 89%, dan Naive Bayes memperoleh akurasi 79%. Dengan demikian, Random Forest terbukti lebih efektif dalam analisis sentimen pengguna maskapai penerbangan di Indonesia.

LITERATURE REVIEW YANG BERHUBUNGAN DENGAN RHEUMATOID ARTRITIS PADA LANSIA Daryanti; Budi Widiyanto; Sudirman
Nursing Arts Vol. 14 No. 1 (2020): NURSING ARTS
Publisher : Politeknik Kesehatan Kemenkes Sorong

Show Abstract | Download Original | Original Source | Check in Google Scholar

ABSTRACTIntroduction: Rheumatoid Arthritis (RA) is an autoimmune disease, characterized by asystematic, chronic inflammatory process. One type of rheumatism that is often seen in old age isrheumatoid arthritis. Objective: this study was to determine the factors that influence rheumatoidarthritis in the elderly based on Literature Review (LitRef). Method: Literature review is takenfrom journal articles published online consisting of Indonesian and English journals. The criteriafor retrieving articles are those that are in accordance with the keywords and published at least2004-2019. Results: LitRef shows that the factors that influence Rheumatoid Aretitis in theelderly are (consumption of drugs, menopause, fractures, age, lifestyle, obesity, heredity,knowledge, alcohol, nutrition)Keywords: Literature revew, Rheumatoid Arthritis, ElderlyABSTRAKPendahuluan : Rheumatoid Artritis (RA) merupakan suatu penyakit autoimun, ditandai denganadanya proses peradangan kronis, bersifat sistematik. Salah satu jenis rematik yang sering tampakpada usia lanjut adalah arthritis rheumatoid. Tujuan : penelitian ini adalah untuk mengetahuifaktor-faktor yang mempengaruhi Remuatoid Artritis pada lansia berdasarkan Literature Review(LitRef). Metode : Literature Review diambil dari artikel jurnal yang dipublikasikan secaraonline yang terdiri dari jurnal bahasa Indonesia dan Bahasa Inggris. Kriteria pengambilan artikeladalah yang sesuai dengan kata kunci dan terbit minimal tahun 2004-2019. Hasil : LitRefmenunjukkan bahwa faktor-faktor yang pempengaruhi Reumatoid Aretitis pada lansia adalah(konsumsi obat-obatan, menopause, fraktur, usia, gaya hidup, obesitas, keturunan, pengetahuan,alkohol, gizi)Kata Kunci: Literatur revew, Reumatoid Artritis, Lansia

INTEGRASI PROGRAM SEKOLAH PRASAJA SEJATI PADA MATA PELAJARAN BAHASA JAWA Yatmanto; Daryanti
Jurnal Jaringan Penelitian Pengembangan Penerapan Inovasi Pendidikan (Jarlitbang) Vol. 11 Nomor 1 Juni 2025
Publisher : Badan Perencanaan Pembangunan Daerah dan Penelitian dan Pengembangan Kabupaten Wonogiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59344/jarlitbang.vi.289

In the modern era, where foreign languages increasingly dominate, regional languages such as Javanese are becoming marginalized. However, local languages are essential as markers of identity and vehicles for transmitting cultural values. This study aims to evaluate the program's impact on students' Javanese language skills and the internalization of politeness and communication ethics as part of character education aligned with the Pancasila student profile.This research employed a qualitative approach using a case study method. The variables examined include students' ability to use the Javanese language and their understanding of traditional etiquette. The data focused on students in grades IV to VI, teachers, and parents at SD Negeri 3 Bulukerto. Data were collected through participatory observation, questionnaires, in-depth interviews, and Focus Group Discussions (FGD). Thematic analysis was used to interpret the collected data and identify emerging patterns.The findings indicate that the Prasaja Sejati program significantly improved students’ use of krama Javanese in daily interactions both at school and at home. Thematic analysis revealed enhanced student awareness of politeness norms inherent in Javanese culture and increased collaboration between the school, parents, and the community. These results demonstrate that the program impacts not only students’ linguistic abilities but also their cultural and character development. The program is recommended as a culturally grounded educational model that can be adopted by other schools to promote local identity amid increasing globalization and digitalization.

Respon Bawang Merah Varietas Bima Terhadap Aplikasi Mikoriza dan Pupuk Organik Cair Limbah Rumah Tangga: Respon Bawang Merah Varietas Bima Terhadap Aplikasi Mikoriza dan Pupuk Organik Cair Limbah Rumah Tangga Daryanti; Soelistijono, R.; Mardhika Sari, Siti; Soemarah Kurnia Dewi, Tyas; Restu Putra Abadi, Pramudika
JURNAL ILMIAH AGRINECA Vol 25 No 2 (2025): JURNAL ILMIAH AGRINECA
Publisher : Fakultas Pertanian, Universitas Tunas Pembangunan Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36728/afp.v25i2.5387

Shallots are a horticultural commodity whose demand is always increasing. Organic cultivation by utilizing household waste as organic fertilizer and mycorrhizae is one way to increase the production of Bima variety shallots. The study was conducted from February to May 2025 in Koripan Village, Matesih District, Karanganyar Regency. This study aimed to determine the effect of mycorrhizae and liquid organic fertilizer (POC) from household waste on the growth and yield of Bima variety shallots. The study was conducted using a Completely Randomized Block Design (RAKL) using two factors, namely the mycorrhizae dose (0, 5, and 10 grams) and the POC watering interval (0, 3, 6, and 9 days). The results showed that the administration of 10 grams of mycorrhizae gave the best results in terms of bulb weight (32.75 grams), number of bulbs (7.20), and consumption bulb weight (31.12 grams). Meanwhile, the three-day POC watering interval (P2) resulted in the highest tuber weight (36.83 grams), tuber number (8.00 grams), and tuber consumption weight (35.44 grams) of all treatments. The combination of mycorrhizal treatment and POC watering interval significantly increased plant productivity in an organic and environmentally friendly manner.

TOGA Education and Socialization: Building Nature-Based Family Health siti mardhika sari; Dewi, Tyas Soemarah Kurnia; Suprapti, Endang; Aziez, Achmad Fatchul; Haryuni; Daryanti
Journal of Community Capacity Empowerment Vol 3 No 2 (2025): August 2025
Publisher : Universitas Tunas Pembangunan Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36728/jcce.v3i2.5690

The community’s demand for medicinal plants continues to grow along with the back to nature trend, which encourages the use of natural ingredients to maintain health. However, in Karangmojo Village, Weru Subdistrict, Sukoharjo Regency, many home gardens remain underutilized, even though they have the potential to serve as a source of Family Medicinal Plants (TOGA). This community service program aimed to improve the knowledge and skills of members of the Family Welfare Empowerment (PKK) group in cultivating TOGA to support family health self-reliance. The program was conducted on January 15, 2025, at the Karangmojo Village Hall using a participatory approach, including counseling, technical training, field practice, and mentoring. Participants were introduced to various medicinal plants that are easy to cultivate, planting and maintenance techniques, as well as their applications for simple home remedies. The results showed a significant increase in participants’ knowledge and skills, reflected in their high enthusiasm during practice and their commitment to developing TOGA gardens in their respective yards. A demonstration TOGA garden was successfully established in one participant’s yard as a replicable model. This activity not only provided direct benefits for family health but also opened up economic opportunities through processing harvested medicinal plants into marketable herbal products. The program is expected to be sustainable with continuous mentoring and the establishment of a village-level TOGA working group.

Pemberdayaan Wirausaha Komunitas Berbasis Limbah Industri Mie So’on dan Pemasaran Digital di Desa Pucangmiliran Supriyadi, Teguh; Darmaningrum, Kurniawati; Daryanti; Armaya, Finda; Wati, Asni Dania; Wicahyo, Imam Prasetyo
Room of Civil Society Development Vol. 4 No. 5 (2025): Room of Civil Society Development
Publisher : Lembaga Riset dan Inovasi Masyarakat Madani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59110/rcsd.756

Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan keterampilan dan kemandirian ekonomi kelompok tani “Srimulyo” di Desa Pucangmiliran, Klaten, melalui pemanfaatan limbah industri mie so’on menjadi pupuk organik dan media tanam jamur tiram. Program dilaksanakan menggunakan metode knowledge transfer dan technology transfer (TT) melalui tahapan identifikasi masalah, pelatihan, pendampingan, dan evaluasi. Kegiatan ini juga mengintegrasikan pelatihan digital marketing untuk memperluas jangkauan pemasaran produk olahan jamur tiram dan pupuk organik. Hasil kegiatan menunjukkan peningkatan keterampilan signifikan pada seluruh indikator: pembuatan pupuk organik (40% menjadi 85%), budidaya jamur tiram (35% menjadi 80%), pengolahan produk jamur (30% menjadi 75%), dan pemasaran digital (25% menjadi 60%). Program ini berhasil memperkuat kapasitas teknis, meningkatkan literasi digital, serta membangun model kewirausahaan komunitas berbasis potensi lokal dan teknologi digital. Temuan ini menegaskan bahwa sinergi antara Asset-Based Community Development (ABCD), Community Capitals Framework (CCF), dan Communication Infrastructure Theory (CIT) dapat menjadi strategi efektif dalam mewujudkan ekonomi desa berkelanjutan.

Pemberdayaan Wirausaha Komunitas Berbasis Limbah Industri Mie So’on dan Pemasaran Digital di Desa Pucangmiliran Supriyadi, Teguh; Darmaningrum, Kurniawati; Daryanti; Armaya, Finda; Wati, Asni Dania; Wicahyo, Imam Prasetyo
Room of Civil Society Development Vol. 4 No. 5 (2025): Room of Civil Society Development
Publisher : Lembaga Riset dan Inovasi Masyarakat Madani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59110/rcsd.756

Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan keterampilan dan kemandirian ekonomi kelompok tani “Srimulyo” di Desa Pucangmiliran, Klaten, melalui pemanfaatan limbah industri mie so’on menjadi pupuk organik dan media tanam jamur tiram. Program dilaksanakan menggunakan metode knowledge transfer dan technology transfer (TT) melalui tahapan identifikasi masalah, pelatihan, pendampingan, dan evaluasi. Kegiatan ini juga mengintegrasikan pelatihan digital marketing untuk memperluas jangkauan pemasaran produk olahan jamur tiram dan pupuk organik. Hasil kegiatan menunjukkan peningkatan keterampilan signifikan pada seluruh indikator: pembuatan pupuk organik (40% menjadi 85%), budidaya jamur tiram (35% menjadi 80%), pengolahan produk jamur (30% menjadi 75%), dan pemasaran digital (25% menjadi 60%). Program ini berhasil memperkuat kapasitas teknis, meningkatkan literasi digital, serta membangun model kewirausahaan komunitas berbasis potensi lokal dan teknologi digital. Temuan ini menegaskan bahwa sinergi antara Asset-Based Community Development (ABCD), Community Capitals Framework (CCF), dan Communication Infrastructure Theory (CIT) dapat menjadi strategi efektif dalam mewujudkan ekonomi desa berkelanjutan.

Assistance Innovation In Organic Waste Management As A Hydroponic Media Substrate Building A Green Future Priyadi, Sapto; Suprapti, Endang; Kurnia Dewi, Tyas Soemarah; Soelistijono, R.; Haryuni, H.; Achmad Fatchul Aziez; Daryanti; Mardhika Sari, Siti; Shodiq, Yusuf Nur; Nugroho, Benny; Alanusa, Awang
Journal of Community Capacity Empowerment Vol 2 No 2 (2024): Agustus 2024
Publisher : Universitas Tunas Pembangunan Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36728/jcce.v2i2.3684

Organic waste management is becoming increasingly important in responding to current global environmental challenges. In this context, this community service aims to explore the potential for using organic waste as a substrate for hydroponic media in building a greener agricultural future in a sustainable system. The use of organic waste as a substrate for hydroponic media has great potential in supporting plant growth, because it contains available N, P2O5, K2O and C-organic nutrients which are sufficient for plant growth and development. Plants grown in organic waste-based substrates show comparable or even better growth compared to plants grown in conventional substrates. The use of organic waste in hydroponic farming also has a positive impact on the environment. More effective management of organic waste helps reduce environmental pollution and greenhouse gas emissions. This community service program has also succeeded in increasing public awareness and knowledge about organic waste management and hydroponic technology. Thus, the use of organic waste as a substrate for hydroponic media offers great potential in improving organic waste management, increasing agricultural productivity, and reducing negative impacts on the environment. This activity makes a real contribution to building a more sustainable agricultural future and contributes to global efforts in facing increasingly complex environmental challenges.

Program Pendampingan Pengembangan Usaha Industri Rumah Tangga Bumbu Dapur Tradisional Kelurahan Kassi-Kassi Makassar Daryanti; Dienan Yahya, Syarief
GLOBAL ABDIMAS: Jurnal Pengabdian Masyarakat Vol. 2 No. 2 (2022): November 2022, GLOBAL ABDIMAS
Publisher : Unit Publikasi Ilmiah Perkumpulan Intelektual Madani Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51577/globalabdimas.v2i2.295

Mitra pada kegiatan Pengabdian Kepada Masyarakat ini adalah kelompok Industri Rumah tangga penghasil beraneka bumbu masak tradisional yang telah berjalan selama kurang lebih 4 tahun yang terdiri dari Ibu -Ibu yang berasal dari Kelurahan Kassi-Kassi Kecamatan Rappocini Kota Makassar. Dari hasil pengamatan ditemukan bahwa mitra memiliki beberapa permasalahan dalam menjalankan usahanya yang terdiri dari aspek produksi, aspek manajemen, dan aspek pemasaran. Pada pelaksanaan kegiatan Pengabdian Kepada Masyarakat ini pengusul berupaya melibatkan partisipasi mitra secara aktif dalam setiap tahapan kegiatan mulai dari tahapan perencanaan hingga tahapan pelaporan kegiatan. Pendekatan brainstorming dan pelibatan aktif mitra digunakan agar dalam pelaksanaannya setiap kegiatan dan perencanaan solusi permasalahan mitra dapat tepat sasaran. Fokus dalam kegiatan pengabdian ini meliputi peningkatan kapasitas produksi mitra, capacity building, pelatihan dan pendampingan pengelolaan UMKM, diversifikasi produk dan pengembangan brand awareness produk mitra. Di akhir program mitra telah berhasil melakukan peningkatan pengetahuan pengelolaan usaha, peningkatan kualitas produk, peningkatan kapasitas produksi, melakukan pemasaran antar kota, dan memanfaatkan digital marketing dalam proses pemasaran. Target luaran yang telah ditentukan sebelumnya diukur dengan indikator keberhasilan secara kuantitatif sehingga dapat memudahkan dalam pengukuran keberhasilan di akhir program pengabdian.

PENGARUH MODEL KOOPERATIF TIPE TWO STAY TWO STRAY TERHADAP HASIL BELAJAR DAN KEAKTIFAN SISWA PADA MATA PELAJARAN IPAS KELAS IV UPTD SDN 1 KEDOKANBUNDER Tobroni; Piyantina Rukmini; Daryanti
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 10 No. 04 (2025): Volume 10 No. 04 Desember 2025 Terbit
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v10i04.32105

The low learning outcomes of students and the ineffectiveness of learning models in science subjects make students less active in learning, which is the background for the preparation of this study. This study aims to determine the effect of the two stay two stray cooperative learning model on learning outcomes and student activity in grade IV of UPTD SDN 1 Kedokanbunder. This study uses an experimental method with a pretest posttest control group design. The population of the study was all students of UPTD SDN 1 Kedokanbunder with a sampling technique using random sampling. The research sample consisted of 60 students who were students in grades IV A and IV B. Research data were collected through multiple choice tests and observation sheets. Data analysis was carried out using the independent sample t test with the help of SPSS. Based on the results of the study using independent sam ple t, the calculated ˃ (9.542 ˃ 2.001) and sig. (2-tailed) 0.000 ˂ 0.05 were obtained, so was rejected and was accepted. Meanwhile, the results of the independent sample t test on student activity showed that the lower and upper values were each negative, namely lower = -0.875 and upper = -0.205, while sig. (2-tailed) was 0.003 ˂ 0.05, so it is said that the data in the table above shows that is rejected and is accepted. Thus, it can be stated that the cooperative model type two stay two stray can affect the learning outcomes and student activity in class IV UPTD SDN 1 Kedokanbunder.

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