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All Journal JOIV : International Journal on Informatics Visualization Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Pilar Nusa Mandiri JTERA (Jurnal Teknologi Rekayasa) Jurnal Ilmiah Matrik SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Patria Artha Technological Journal JURIKOM (Jurnal Riset Komputer) Jurnal Kreativitas PKM JuSiTik : Jurnal Sistem dan Teknologi Informasi Komunikasi Applied Technology and Computing Science Journal Building of Informatics, Technology and Science Abdimas UNWAHAS : Jurnal Pengabdian Masyarakat UNWAHAS Jurnal Informasi dan Teknologi Jurnal Mnemonic Jurnal Teknik Informatika C.I.T. Medicom Journal of Computer System and Informatics (JoSYC) Masyarakat Berdaya dan Inovasi Jurnal Sistem Komputer dan Informatika (JSON) Community Development Journal: Jurnal Pengabdian Masyarakat JUKI : Jurnal Komputer dan Informatika BERNAS: Jurnal Pengabdian Kepada Masyarakat Bakti Cendana: Jurnal Pengabdian Masyarakat MEANS (Media Informasi Analisa dan Sistem) Patria : Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Abdimas Ilmiah Citra Bakti (JAICB) Insyst : Journal of Intelligent System and Computation Jurnal Abdimas Bina Bangsa Jurnal Inovasi Penelitian dan Pengabdian Masyarakat Decode: Jurnal Pendidikan Teknologi Informasi J-Intech (Journal of Information and Technology) Jurnal Teknik Informatika Unika Santo Thomas (JTIUST) Indonesian Community Journal Jurnal Pengabdian Pada Masyarakat Indonesia (JPPMI) Konstelasi: Konvergensi Teknologi dan Sistem Informasi Asian Journal of Community Services (AJCS) Dedikasi: Jurnal Pengabdian Kepada Masyarakat Applied Research in Science and Technology Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) Jurnal Maklumatika J-Icon : Jurnal Komputer dan Informatika Jurnal Nusantara Berbakti Bulletin of Informatics and Data Science Aspirasi : Publikasi Hasil Pengabdian dan Kegiatan Masyarakat Jurnal Informatika Polinema (JIP) IMPACTS: International Journal of Empowerment and Community Services Bulletin of Information System Research Journal of Information Technology
Alfry Aristo Jansen Sinlae
Universitas Katolik Widya Mandira
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Veterinary Other

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Pelatihan Strategi Pemasaran Sosial Berbasis Komunitas di SMKN 1 Takari: Membangun Ekonomi Sirkular Sekolah Maria Augustin Lopes Amaral; Engelbertus G. Ch. Watu; Apryanus Fallo; Henny A. Manafe; Maria Goreti Malut; Susana Purnamasari Baso; David Manafe; Alfry Aristo Jansen Sinlae
Jurnal Inovasi Penelitian dan Pengabdian Masyarakat Vol. 6 No. 1 (2026): Juni
Publisher : Indonesia Emerging Literacy Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53621/jippmas.v6i1.767

Abstract

Kegiatan Pengabdian kepada Masyarakat ini bertujuan untuk meningkatkan pemahaman dan kesadaran warga sekolah mengenai strategi pemasaran sosial berbasis komunitas dalam mendukung pembangunan ekonomi sirkular di SMKN 1 Takari. Kegiatan berbentuk pelatihan edukatif-partisipatif selama satu hari pada 9 April 2026 dan diikuti 98 peserta didik, dengan dukungan guru dan kepala sekolah. Tahapan kegiatan meliputi observasi awal, penyusunan materi, pre-test, pemaparan materi, diskusi interaktif, tanya jawab, evaluasi akhir, dan refleksi. Hasil evaluasi menunjukkan peningkatan pemahaman peserta tentang strategi pemasaran sosial berbasis komunitas dari 0% pada kondisi awal menjadi 80% setelah pelatihan, pemahaman ekonomi sirkular sekolah dari 0% menjadi 85%, dan kesadaran terhadap pentingnya peran komunitas sekolah dari 0% menjadi 80%. Partisipasi peserta selama kegiatan mencapai 100%. Temuan ini menunjukkan bahwa pelatihan berbasis komunitas dapat menjadi pondasi awal untuk membangun norma sosial, komitmen kolektif, dan orientasi kewirausahaan lingkungan di sekolah vokasi. Kegiatan ini merekomendasikan pendampingan lanjutan melalui audit sampah, bank sampah sekolah, pengingat visual, dan proyek kewirausahaan berbasis limbah agar perubahan pemahaman berkembang menjadi perilaku berkelanjutan.
PERAN PENDIDIKAN KARAKTER DALAM PEMBERDAYAAN GENERASI MUDA DI DESA ORINGBELE, FLORES TIMUR Silifosto Sili Dilen; Yohanes Kornelius Ethelbert; Stephanie Perdana Ayu Lawalu; Alfry Aristo Jansen Sinlae; Karolus Tatu Sius
Bestari: Jurnal Pengabdian Kepada Masyarakat Vol 4 No 2 (2024)
Publisher : Sekolah Tinggi Keguruan dan Ilmu Pendidikan (STKIP) Melawi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46368/dpkm.v4i2.2494

Abstract

Abstract: This community service program was conducted in Oringbele Village, East Flores, with a focus on empowering the youth through character education. The program aimed to instill values such as integrity, responsibility, and social awareness among the young generation. Through youth engagement and leadership training, positive changes were observed in the attitudes and behaviors of the youth. The long-term goal is to shape a morally upright and responsible generation that contributes positively to society. A sustained decrease in juvenile delinquency rates is expected as the values of character education are integrated into daily life.Keywords: Youth Empowerment, Character Education, Integrity, Responsibility, Social Awareness, Oringbele Village. Abstrak: Program pengabdian masyarakat ini dilakukan di Desa Oringbele, Flores Timur, dengan fokus pada pemberdayaan generasi muda melalui pendidikan karakter. Program ini bertujuan untuk menanamkan nilai-nilai seperti integritas, tanggung jawab, dan kesadaran sosial di kalangan generasi muda. Melalui keterlibatan pemuda dan pelatihan kepemimpinan, perubahan positif terlihat dalam sikap dan perilaku para pemuda. Tujuan jangka panjangnya adalah membentuk generasi yang moral dan bertanggung jawab yang memberikan kontribusi positif bagi masyarakat. Penurunan berkelanjutan dalam tingkat kenakalan remaja diharapkan terjadi seiring dengan integrasi nilai-nilai pendidikan karakter dalam kehidupan sehari-hari. Kata kunci: Pemberdayaan Pemuda, Pendidikan Karakter, Integritas, Tanggung Jawab, Kesadaran Sosial, Desa Oringbele.
Hybrid Gradient Boosting and SMOTE-ENN for Toddler Nutritional Status Classification on Imbalanced Data Alfry Aristo Jansen Sinlae; Moh. Erkamim; Farid Fitriyadi; Lilik Suhery; Rachmat Destriana
Bulletin of Informatics and Data Science Vol 3, No 2 (2024): November 2024
Publisher : PDSI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61944/bids.v3i2.93

Abstract

Stunting in toddlers remains a serious global health issue with long-term impacts on children's physical and cognitive development. One of the main challenges in classifying nutritional status is class imbalance, where the number of normal cases significantly exceeds that of minority classes such as stunted and severely stunted. This study aims to develop a hybrid approach by integrating the Gradient Boosting algorithm with the SMOTE-ENN (Synthetic Minority Oversampling Technique–Edited Nearest Neighbors) method to improve classification performance on imbalanced data. The dataset used was obtained from the Kaggle platform, consisting of 121,000 entries with four nutritional status categories. Data preprocessing included label encoding, numerical feature standardization, and stratified data splitting with an 80:20 ratio. The model was evaluated using accuracy, precision, recall, F1-score, and ROC-AUC metrics. The proposed hybrid model successfully increased the recall for the stunted class from 61.80% to 98.41%, and the F1-score from 71.93% to 83.58%. Overall accuracy improved from 92.39% to 93.35%, while the ROC-AUC score increased from 99.08% to 99.63%. These findings demonstrate that integrating Gradient Boosting with SMOTE-ENN is effective in enhancing sensitivity to minority classes and improving overall multi-class classification performance.
Mapping the Research Landscape of Multi-Objective Optimization by Ratio Analysis (MOORA) within Multi-Criteria Decision-Making: A Comprehensive Bibliometric and Science Mapping Analysis from 2012 to 2024 Juni Ismail; Alfry Aristo Jansen Sinlae; Zulfikar Zulfikar; Yanto Saputra; Elsy Rahajeng; Mesran Mesran
Bulletin of Information System Research Vol 3 No 2 (2025): April 2025
Publisher : Graha Mitra Edukasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62866/bios.v3i2.191

Abstract

The Multi-Objective Optimization by Ratio Analysis (MOORA) method has become an increasingly prominent technique within the multi-criteria decision-making (MCDM) family due to its computational simplicity, mathematical stability, and strong capacity to rank alternatives under conflicting criteria, yet the intellectual structure of this rapidly expanding field remains fragmented and insufficiently mapped. This study aims to systematically chart the global research landscape of MOORA within the MCDM domain and to identify its leading contributors, foundational works, dominant publication outlets, and prevailing thematic structures. A bibliometric research design guided by the PRISMA protocol was adopted, drawing on 275 English-language documents retrieved from the Scopus database for the period 2012 to 2024. The data were analysed using VOSviewer and Scopus analytical tools to examine annual publication trends, subject-area distribution, leading sources, co-citation networks, and keyword co-occurrence patterns. The results reveal a field that has accelerated sharply since 2018 and again after 2020, reaching a peak of seventy-one documents in 2024, with output concentrated in Engineering and Computer Science and disseminated through a heterogeneous ecosystem of mechanical-engineering, cleaner-production, and intelligent-systems outlets. Co-citation analysis confirms a theoretical base anchored in the canonical contributions of Brauers and Zavadskas, while keyword mapping shows MOORA functioning as a central decision-making nucleus closely tied to ratio analysis, optimisation, and surface-roughness applications, with TOPSIS, AHP, and WASPAS emerging as salient companion techniques. The novelty of this study lies in its focused mapping of the MOORA intersection rather than MCDM in general, exposing a loosely integrated thematic structure and a reliance on a narrow citation canon dominated by methodological pioneers. Its principal contribution is a consolidated knowledge map that clarifies the field's foundations and directs future methodological, fuzzy-extension, and interdisciplinary innovation
Co-Authors Abineno, Richard Sanni Abineno, Richard Sanni Abineno, Richard Sanni Adri Gabriel Sooai Adrianus Ketmoen Ady Bakri, Asri Afrizal Zein Agustina Melyanti Dolu Agustina Melyanti Dolu Ahmad Arif Zulfikar Alamsyah, Dedy Albertus Joko Santoso, Albertus Joko Alexander Ronaldo Banunaek Alexander, Allan D Amal, Yulius Santana Amsal Nasution, Muhammad Anselmus Boy Baunsele Aplianus Yanto Taek Apryanus Fallo Apryanus Fallo Ari Setiawan Arief Andy Soebroto Arisantoso Arisantoso Ayu Lawalu, Stephanie Perdana Azhari, Lukman Badaruddin, Muliati Badhe, Yakobus Rega Baunsele, Anselmus Beatrix Yunarti Manehat Bello, Maria Florencia Yunita Benyamin Yusuf Tae Benyamin Yusuf Tae Bernadeta Apriliani Tanggur Bernadeta Apriliani Tanggur Bernadeta H. Palma Unggas Bernadeta H. Palma Unggas Bioni Sena Boelan, Erly G. Bunga, Hendra Setiawan Oly Charmelia Yunizar Jerandu Damuri, Amat Daniarti, Yeni David Manafe Dedi Kustiawan Dedy Alamsyah Dedy Alamsyah Demitriana Maubili Seran Destriana, Rachmat Dilen, Silifosto Sili Donatus Joseph Manehat Edhie Rachmad, Yoesoep Elfandi Jodison Bani Elfandi Jodison Bani Elisabeth F. Fahik Elsy Rahajeng Elu, Maria Mechtildis Emanuel Jando Emerensiana Ngaga Endah Emiarti Engelbertus G. Ch. Watu Engelbertus G. Ch. Watu Enike Tje Yustin Dima Erly Grizca Boelan Farida Mony Filbrino Acuan Beda Filbrino Acuan Beda Fitriyadi, Farid Florian G. A. Toni Florianus Kun Fatima Frans Nyong Fransiska Ivon Kaka Fransiskus H. Kaki Doy Fransiskus H. Kaki Doy Frengky Tedy Frengky Tedy Fryda Fatmayati Gerardus Diri Tukan Gordianus Pratama Baho Griselda Anastasia Da Piedade Hendrikus L. Kaha Hendrikus Likusina Kaha Henriques, Romeu O. Herdiansah, Arief Hildegardis Missa Ignatius Pricher Agung Nirwanto Samane Indra Nanda Indriyati Indriyati Indryati Sunaryo Irdiana, Sukma Jadho, Oliva Jamaludin . Jerandu, Charmelia Yunizar Josep Rinaldo Nahak Josep Rinaldo Nahak Juli Budi Satya Juliana Waromi, Juliana Juni Ismail Karmelita Monis Yempormiasse Karolus Tatu Sius Karolus Tatu Sius Koa, Dionisius Raffi Kristianus Simon Hale Molan Lake, Floribertha Lasariman, Laurens Abrino Latuheru, Grace Rianti Lawalu, Stephanie P.A Lilik Suhery, Lilik Lukman Azhari Lyra Ruchiyat Permata Lyra Ruchiyat Permata M. Hadi Prayitno Man, Gilang M. C. P. Man, Gilang Mario Conroy Paridy Maria Augustin Lopes Amaral Maria Bernadethe Mawarni Gelu Wutun Maria Goreti Malut Maria Ines Teresa Ximenes Maria Kristine Bria Seran Maria O. Krisdayanti Marianus Kleden Marselinda Kabu Martinus Yongki Efi Masriatus Sholikhah Mau, Sisilia Daeng Baka Maximus M Taek Meolbatak, Emiliana Metan Mesran Mesran Mikhael A. Roncalli Kloa Mikhael A. Roncalli Kloa Moh. Erkamim Monda, Karolinda Muhammad Bagir Muhammad Irfan Naben, Pricilia Meysi Nahak, Yasintus Siver Nani, Paskalis A. Nardo, Silvester Natalia Christin Hari Natalia Christin Hari Natalia Magdalena Rafu Mamulak Ndasak, Bruno Ortland Ndun, Maria Aprilia Velangkani Nggaur, Emanuel N Nurasiah Nurhasan Nugroho nurnaningsih, Desi Otemusu, Erin Paulander Pande, Juan Felix Tagu Paskalis Andrianus Nani Patrisius Batarius Paul Filson M. Tengangatu Paulina Aliandu Paulus Adrianus K. L. Ratumakin Pretty Diawati Priscilla M. A Hornay Purbha Irwansyah, Irsyad Putu Sugiati Keraf, Maria Rachmat Destriana Rahaqlaka, W. Bota Rambing, Danni Hastanto Ratumakin, Paulus A. K. L. Rere Paulina Bibiana Rhaishudin Jafar Rumandan Ri Sabti Septarini Rini Nuraini Rini Nuraini Rini Nuraini Rini Nuraini, Rini Rita, Fiktor Jawu Rohmat Indra Borman Romanda Annas Amrullah Romansa, Oktavianus Fransiskus Rosyid Ridlo Al-Hakim Sae, Maria Anjelina Samane, Ign Pricher A. N. Sampurna Dadi Riskiono Sandro Mario Agun Sandro Mario Agun Scholastika Aloysia Lelan Selfiana Goetha Selvi Marcellia Selviana Nau Seran, Maria Kristine Bria Setiawansyah Setiawansyah Silifosto Sili Dilen Sisilia Daeng Bakka Mau Sius, Karolus Tatu Siwi Anggraeni, Gita Soares, Teotino Gomes Stanis Man Stepahanie Perdana Ayu Lawalu Stephanie P. A. Lawalu Stephanie P.A Lawalu Stephanie Perdana A. Lawalu Suni, Adventus Yoseph Berek Susana Purnamasari Baso Sutal, Fransiska Xavariana Taboy, Adriana Haky Taek, Maximus M. Taena, Juanto B. G. Taslulu, Maria Yunita Teme, Graciana A. R. Theofilus Woi Theofilus Woi Tifany Anastasia Antonius Tri Astari Uliyatunisa Uliyatunisa Vera Selviana Adoe Viany Cecilia Pah Winda Sulastri Yanto Saputra Yanuardi Yanuardi Yanuardi Yanuardi Yasinta P. Peten Yasinta Palan Peten Yeremias Lelo Yohana Fransiska Medho Yohanes Kornelius Ethelbert Yohanes Kornelius Ethelbert Yolinda Yanti Sonbay Yoseph Mariano Meme Yoseph Mariano Meme Yovinia Carmeneja Hoar Siki Yoyon Efendi Zulfikar Zulfikar