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All Journal Lontar Komputer: Jurnal Ilmiah Teknologi Informasi KESMAS Journal of Economics, Business, & Accountancy Ventura Noetic Psychology Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Edukasi dan Penelitian Informatika (JEPIN) Psikodimensia: Kajian Ilmiah Psikologi Gadjah Mada Journal of Psychology Jurnal Psikologi Perseptual JOIN (Jurnal Online Informatika) Jurnal Bimbingan dan Konseling Terapan Jurnal Psikologi Talenta Syntax Literate: Jurnal Ilmiah Indonesia IJEBD (International Journal Of Entrepreneurship And Business Development) JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Philanthropy: Journal of Psychology Ciencias : Jurnal Penelitian dan Pengembangan Pendidikan Insight : Jurnal Pemikiran dan Penelitian Psikologi Journal of Psychology and Instructions YUME : Journal of Management Aptisi Transactions on Management Aptisi Transactions on Technopreneurship (ATT) EDUKATIF : JURNAL ILMU PENDIDIKAN Insight: Jurnal Bimbingan dan Konseling Acuity : Journal of English Language Pedagogy, Literature and Culture Psikologi Konseling: Jurnal Kajian Psikologi dan Konseling Psibernetika Jurnal Psikohumanika Jurnal Pendidikan dan Konseling Jurnal Ilmiah PANNMED (Pharmacist, Analyst, Nurse, Nutrition, Midwivery, Environment, Dentist) Jurnal Ilmiah Psyche International Journal of Business Studies Psychopreneur Journal Journal Sensi: Strategic of Education in Information System Indonesian Journal of Electrical Engineering and Computer Science Bulletin of Counseling and Psychotherapy INFOKUM Salasika Jurnal Inovasi Penelitian Jurnal Psikologi Malahayati G-Couns: Jurnal Bimbingan dan Konseling Jurnal Teknik Informatika (JUTIF) Jurnal Cahaya Mandalika Psikoborneo : Jurnal Ilmiah Psikologi Jurnal Perempuan dan Anak Indonesia International Journal of Engineering, Science and Information Technology Kompleksitas: Jurnal Ilmiah Manajemen, Organisasi, dan Bisnis Jurnal Impresi Indonesia Molucca Medica Journal of Social Research Personifikasi: Jurnal Ilmu Psikologi Jurnal Cakrawala Ilmiah Journal of Innovation Research and Knowledge Buletin Psikologi Media Bina Ilmiah Psikologia : Jurnal Psikologi INJURITY: Journal of Interdisciplinary Studies Magistrorum et Scholarium: Jurnal Pengabdian Masyarakat Innovative: Journal Of Social Science Research Jurnal Rekayasa elektrika Enrichment: Journal of Multidisciplinary Research and Development Jurnal Informatika: Jurnal Pengembangan IT International Journal of Information Technology and Business J-CEKI Jurnal Talenta Psikologi
Sutarto Wijono
Universitas Kristen Satya Wacana
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Journal : Jurnal Rekayasa elektrika

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Toddler Stunting Consulting Chatbot using Rasa Framework Wiwien Hadikurniawati; Sutarto Wijono; Danny Manongga; Irwan Sembiring; Kristoko Dwi Hartomo
Jurnal Rekayasa Elektrika Vol 19, No 4 (2023)
Publisher : Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17529/jre.v19i4.33014

Abstract

Chatbots are artificial intelligence software that can communicate with users to assist them in certain tasks or provide information. They can reduce the need for human interaction and make processes more efficient. However, when it comes to more specific tasks related to handling the problem of stunting in toddlers these services are usually unable to provide an appropriate response. Chatbots were created with the help of the Rasa framework, which was designed to adapt the various components of natural language understanding (NLU). This adjustment allows him to understand more complex questions from respondents such as those related to healthy feeding of toddlers. This research explained the use of the Rasa framework to enhance their capabilities, describe the testing and evaluation process, and present the performance results of the chatbot model in addressing the issue of stunting in toddlers. The model is then tested using a confusion matrix, precision, accuracy, and F1 score, which measures how accurate the chatbot's responses are to the user's input. The model had a precision, accuracy, and F1 score of 0.928, 0.932 and 0.930, respectively.
Co-Authors A IGN Kristijanto Abadi, Andhika Wijaya Ade Iriani Ade Iriani Adi Setiawan Afnia Herdiani Agatha Trisia Veronica Tampombebu Agnes Galih Chris Roseita Agnes Galih Chris Roseita, Agnes Galih Chris Agni Isador Harsapranata Alvia Maulina Rahma Ambarwati, Veren Varonicha Ananda Adjang Ardam Anastasya Punu Angel M. Parirak Angelique Latupeirissa Anggoro Janu Prakoso Anugrah, Yohana Dian Ariani, Dwi Setya Arianti Ina Restiani Hunga Augustinus Ignatius Kristijanto Caecillia Putri Nathasya Letto Cantikasri Hastuti Chorina, Yen Christiana Hari Soetjiningsih Christina Pattiradjawane Daniawan, Benny Danny Manongga Delsylia Tresnawaty Ufi Delsylia Tresnawaty Ufi Desi Lukuaka Desi Natalia Dhevyanggi Sendy Naibaho Diah Ayu Fitri Hidayati Dian Widiyanto Chandra Dinar Cahyaningstyas Hastuti Dominica, Vania Shafira Donnye R. Amping Elvina, Mia Erida Yeussy Nainggolan Esiria Lanus Estiqomah, Estiqomah Evi Maria Evi Maria Evi Maria Faiz Deaky Febrianto Fera Sulistiyana Florentina Tatrin Kurniati Gabriella Khriste Dea Valentsia Gawei, Abigail Gabrielle Andria Bahalap Giovannny Permata Putri Gloria Meydelina Gwyneth Silooy Habela Gustin Robeta Hanna Marbun Hendry Hepton Graito Fidei Simanulang Herawati Susilaningrum Heru Astikasari Setya Murti Heru Valentino Saekoko. Hindriyanto Dwi Purnomo Iggrea Christianna Pratiwy Indah Kurniasih Isnaini Inosensius Tomi Kristoper Intiyas Utami Irene Grace Madah Irma Febryani Irwan Sembiring Ivana Indrianti Leksono Jacob Daan Enge Jacob Daan Engel Jannet Gloria M Kahiking Jeinne Theresia Laurent Jennifer Nagata Kristano Jessica Novena Amanda Joko Siswanto Joko Siswanto Kalengkongan, Eirene Paula Christanti krismiyati krismiyati Kristia Yuliawan Kristoko Dwi Hartomo Kurnia Adi Mardiana Laurent, Jeinne Theresia Laurentius Kuncoro Probo Saputra, Laurentius Kuncoro Probo Lesmanto, Relian Tegar Lidea Ayu Permatasari Lidia Kastanya Lidya G Imanuela Wattimury Luthfiana Husna Isnaini Madah, Grace Mandagi, Natania Miekemaria Manongga, Daniel HF Manuela Ranske Halim Maria Goretti Adiyanti, Maria Goretti Maria Kaptenia Mayrere Marsella Septiani Mega Lumbantoruan Meiliana Enok, Frischilia Melda Limaheluw Mellsy Todaga Mia Elvina Miftah Septina Supriyadi Aziz Muhamad Yusup Muhammad Rizky Pribadi Muhammad Taufiq Febriyanto Nababan, Feby Theresya Valentina Nataliana, Berlian Nia Tri Setyawati Ninda Lutfiani Nongka, Grachia Vinchencia Oskar Katanga Maudjawa Perangin-Angin, Stefanus Prayitno, Gunawan Priatna , Wowon Qurotul Aini Raharja, Kho Susan Regina Tikva Kessek Rembang, Marsella Alfreyni Reo, Gustanto Rita, Alfazilla Jandsri Riupassa, Claudia Agustine Roy Rudolf Huizen Sadewa Pranata Jati Salomina Patty Sarah Cinthya Arif Sari, Fitri Kurnia Sealien Rampengan Swarah Sebastian, Danny Septian, Rafly Ananda Dwi Shelvia Meilinn Misiu Sherlly Kusumadewi Sherly Charoline Sekewael Sheyeda Konsareh Silopo, Yanti Florida Sofyan Aye Sofyan Aye Sri Yulianto Joko Prasetyo Sri Yulianto Joko Prasetyo Stefanus Perangin-Angin Stepany Dwitiantiny Stephany G. Holderman Suciyati, Marselina Suharyadi Suryasatria Trihadaru Suryasatriya Trihandaru Susana Prapunoto Sustiyana Maelani Ade Kusuma Tania Alma Longe Tanti Tanti Tanti Tanti Theopillus J. H. Wellem Tiara Prameswari Yulia Wijaya Tingginehe, Pinkky Paradise Tri Hetyta br Sinulingga umi supriyati Untung Rahardja Untung Rahardja Valensia Putri Vanda L.A. Pombadju Vanessa Christianawati Vivin Sisilia Sitono Vlenzy Rieuwpassa Widiyanto, Eunike Aruna Wijaya, Theo Kusuma Wahyu Adi Wiwien Hadikurniawati Yanti Florida Silopo Yeltin, Yeltin Yoan R. N. Panggabean Yoshua Aditya Wisnu Pradana Yulan Pateh Adrian Yunanto, Bagas Prastawa Yustiningdyah, Meylina Yusuf, Natasya Aprila Zakaria, Noor Azura