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All Journal Agromet Jurnal Ilmiah Farmasi NOTARIUS Pharmaciana: Jurnal Kefarmasian Media Farmasi : Jurnal Ilmu Farmasi (Journal Of Pharmaceutical Science) IMAJI REKAYASA Journal of Information Technology and Computer Science Acta Pharmaciae Indonesia : Acta Pharm Indo Gondang: Jurnal Seni dan Budaya Syntax Literate: Jurnal Ilmiah Indonesia Jurnal Teknik Industri: Jurnal Keilmuan dan Aplikasi Teknik Industri Farmasains : Jurnal Ilmiah Ilmu Kefarmasian JURNAL MANAJEMEN INDUSTRI DAN LOGISTIK PRODUCTUM : Jurnal Desain Produk (Pengetahuan dan Perancangan Produk) GUIDENA: Jurnal Ilmu Pendidikan, Psikologi, Bimbingan dan Konseling JPP IPTEK (Jurnal Pengabdian dan Penerapan IPTEK) JURNAL MEDIA KESEHATAN PREPOTIF : Jurnal Kesehatan Masyarakat Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Penelitian Pendidikan, Psikologi Dan Kesehatan (J-P3K) Psikoborneo : Jurnal Ilmiah Psikologi Procedia : Studi Kasus dan Intervensi Psikologi INDRA: Jurnal Pengabdian kepada Masyarakat Global Research on Tourism Development and Advancement (GARUDA) COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat Jurnal Social Library Agrisurya : Jurnal Agribisnis Dan Sumber Daya Pertanian Journal of Local Therapy Sabangka Abdimas Jurnal Pengabdian Masyarakat Sabangka Horizon: Indonesian Journal of Multidisciplinary Jurnal Gizi Ilmiah
Indri Hapsari
Department of Pharmacology and Clinical Pharmacy, faculty of Pharmacy, Universitas Gadjah Mada. Yogyakarta, Indonesia.
Agriculture, Biological Sciences & Forestry Arts Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Other

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Journal : journal of information technology and computer science

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Participant-Driven Design of Community Program Topics for Aging Communities: A Text Clustering Approach to Activity Preferences Hapsari, Indri
Journal of Information Technology and Computer Science Vol. 11 No. 2: August 2026
Publisher : Faculty of Computer Science (FILKOM) Brawijaya University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25126/jitecs.2026112907

Abstract

The rapid growth of Indonesia’s elderly population highlights the need for community programmes that not only extend lifespan but also improve healthspan. This study aims to design ageing activity topics based on participants’ suggestions using Natural Language Processing (NLP) and unsupervised clustering. Data were collected from 213 open-ended responses from participants of the Center for Aging Wellness (CAW), University of Surabaya, covering liked aspects, improvement areas, and future topic suggestions. Text data were pre-processed (lowercasing, removal of punctuation, digits, and stopwords, and spelling normalization), then transformed using TF-IDF and clustered with K-Means. Five values of k (2–6) were tested, with k = 6 selected based on the highest silhouette score and interpretability. Six thematic clusters emerged: knowledge literacy (12.2%), appreciation and learning (35.7%), leisure and social activities (8.9%), brain health and dementia (18.3%), physical and mental health (15.5%), and financial independence (9.4%). These clusters were mapped into broader need categories and aligned with the Indonesia Longitudinal Aging Survey (ILAS) 2023 domains. As an exploratory study, the results support thematic mapping and programme planning rather than prediction. The findings demonstrate that participant feedback can be transformed into an evidence-based roadmap for more targeted and context-sensitive ageing community programmes.
Co-Authors Afifah, Nursita Agus Sarono, Agus Agus Siswanto Al Habshe, Azizah Amelia Santoso Anis Kusumawati Anjar Kusuma, Anjar Anjar Mahardian Kusuma Ardiya, Priyanka Arif Budiman Arlianto, Jerry Agus Atuzzaqiyah, Rifa Ayuningtyas, Aradewi Laksmi Az Zahra, Nursyifa Binar Asrining Dhiani Bugis, Hairudin Cahyadewi, Amira Indriani Cahyadi, Yosvaldo Ongko Catur Siwi Handayani, Catur Siwi Dahmiri Dewi, Nurhandini Eka Didik Setiawan Dina Anggraeni, Dina Djoko Wahyono Dwi Hartanti Eko Pranoto Eliyanti, Uzma Emi Rahma Wulandari, Emi Rahma Faesol Amin, Faesol Galistiani , Githa Fungie Genatrika, Erza Githa Fungie Galistiani Guguh Sujatmiko Gunawan Gunawan hartanto hartanto Hasan Wattiheluw, Muhammad Havivah Nur Alam, Havivah Nur Heni Sumanti, Heni Husain, Herdiyanto Ika Yuni Astuti Iskandar Soedirman, Iskandar Iskandar Sudirman Iswadi, Hazrul Joniarto Parung Jurumai, La Pande Juwita Kartikasari Kartikasari, Kartikasari Karuniawaty, Titi Pambudi Khairunnisa, Nadhira Hasna Kumalasari, Linda Dewi Kusniati, Putri Lampasa, Yunitawati Linda Kurniawati, Linda MARJANI MARJANI, MARJANI Markus Hartono Marselius Sampe Tondok Mubarok Mubarok Mudzakir Setiawan, Amsari Mufidah, Laily Murini, Murini Nadhifa, Jihan Farah Nailul, Nur Nasrul Nasrul Nova Astrit Natalia, Nova Astrit Nur Aini Budiyanti Nurafiah Aswawi Nuraliyah Nuraliyah, Nuraliyah Nurhidayati, Friska Suci Nurmayanti, Rani Olyvia Novawanda P. Perdinan Paah, Nemuel Daniel Palupi, Fitria Dhenok Pradnyawati, Ni Kadek Sri Wahyuni Pratiwi, Yunita Eka Pudjiati, Sri Redatin Retno Puji Lestari Suharso Purwaningsih, Dini Ayu Putri, Hesti Nursari Putri, Irsalina Nurul Putu Aditya Wiguna Rahma Yuanita Caesar Rahmad Madjid Rani, Cut Athika Rayhanah, Salsabila Aurelia Riani Ahmad Roslan, Astil Harli rosmawati, eva S Sriyadi S., Nursaban Rommy Sabaruddin Sondeng Sangadi, Kyana Salapani Sari, Linda Silvana Saril, Lenny Puspita Setyaningsih, Ike Budi Sigit Indrawijaya Sudarso Sudarso Sulaksmana, Wayan Sandhi Susanti Susanti Susmiatun Susmiatun, Susmiatun SYAHRIAL SYAHRIAL Syifa Peresia, Syifa Tjahjoanggoro, Antonius Johanes Tri Dara Aprilya, Tri Dara Tyas, Rafi Setyoning Wahyu Utaminingrum Weningsari, Noridha zulaikha, yusni ulfiani _, Sustiawati