eprintid: 134964 rev_number: 184 eprint_status: archive userid: 215971 dir: disk0/00/13/49/64 datestamp: 2025-08-01 08:33:43 lastmod: 2025-08-01 08:33:43 status_changed: 2025-08-01 08:33:43 type: thesis metadata_visibility: show creators_name: Safira Alayda Rahma, - creators_name: Ahmad Fauzi, - creators_name: Hafiyyan Putra Pratama, - creators_nim: NIM2104396 creators_nim: NIDN0015098210 creators_nim: NIDN0024129201 creators_id: safiralydr@upi.edu creators_id: ahmad.fauzi@upi.edu creators_id: hafiyyan@upi.edu contributors_type: http://www.loc.gov/loc.terms/relators/THS contributors_type: http://www.loc.gov/loc.terms/relators/THS contributors_name: Ahmad Fauzi, - contributors_name: Hafiyyan Putra Pratama, - contributors_nidn: NIDN0015098210 contributors_nidn: NIDN0024129201 contributors_id: ahmad.fauzi@upi.edu contributors_id: hafiyyan@upi.edu title: RANCANG BANGUN FITUR CHATBOT BERBASIS DIALOGFLOW DENGAN METODE NATURAL LANGUAGE PROCESSING UNTUK KONSULTASI AUTISME DI WEBSITE YCHI AUTISME CENTER ispublished: pub subjects: T1 divisions: Pend.Multi_S1_PWT full_text_status: restricted keywords: Chatbot, Autisme, Dialogflow, Natural Language Processing (NLP), YCHI Autism Center Chatbot, Autism, Dialogflow, Natural Language Processing (NLP), YCHI Autism Center note: https://scholar.google.com/citations?hl=en&user=Zm1kqAUAAAAJ ID Sinta Dosen Pembimbing Ahmad Fauzi : 6122861 Hafiyyan Putra Pratama : 6681148 abstract: Autisme merupakan gangguan perkembangan saraf yang membutuhkan pendekatan komunikasi efektif untuk memberikan informasi dan dukungan kepada masyarakat, khususnya orang tua dan keluarga yang memiliki anak dengan autisme. Yayasan Cinta Harapan Indonesia (YCHI) Autisme Center memerlukan solusi digital untuk memfasilitasi konsultasi awal secara efisien. Penelitian ini bertujuan merancang dan membangun fitur chatbot berbasis Dialogflow dengan pendekatan Natural Language Processing (NLP) yang diintegrasikan ke dalam website YCHI. Sistem dikembangkan menggunakan metode ADDIE tanpa webhook atau database eksternal, serta berjalan secara statis untuk menjawab pertanyaan umum. Evaluasi dilakukan melalui User Acceptance Testing (UAT) oleh dua validator, yakni fisioterapis dan web developer, yang menyatakan seluruh skenario fungsional berhasil dijalankan dengan tingkat kelulusan 100%. Selain itu, pengujian System Usability Scale (SUS) dari 30 responden menghasilkan skor rata-rata 71,8, di atas ambang kelayakan (≥68). Hasil ini menunjukkan chatbot mudah digunakan, responsif, dan bermanfaat. Chatbot ini diharapkan terus dikembangkan agar lebih interaktif. ----- Autism is a neurodevelopmental disorder that requires effective communication approaches to provide information and support to the public, especially parents and families of children with autism. Yayasan Cinta Harapan Indonesia (YCHI) Autism Center requires a digital solution to facilitate early consultation and deliver autism-related information efficiently. This study aims to design and develop a chatbot feature using Dialogflow and a Natural Language Processing (NLP) approach, integrated into the YCHI website. The system was developed using the ADDIE method without webhook or external database, functioning statically to answer general user inquiries. Evaluation was conducted through User Acceptance Testing (UAT) by two validators—a physiotherapist and a web developer—who confirmed that all functional scenarios ran successfully with a 100% completion rate. Additionally, the System Usability Scale (SUS) questionnaire, completed by 30 respondents, yielded an average score of 71.8, exceeding the minimum acceptability threshold (≥68). These results indicate that the chatbot is easy to use, responsive, and beneficial. The chatbot is expected to be further enhanced to support more interactive consultation services date: 2025-07-24 date_type: published institution: Universitas Pendidikan Indonesia department: KODEPRODI20202#Sistem Telekomunikasi_S1 thesis_type: other thesis_name: other official_url: https://repository.upi.edu/ related_url_url: https://repository.upi.edu/ related_url_type: org citation: Safira Alayda Rahma, - and Ahmad Fauzi, - and Hafiyyan Putra Pratama, - (2025) RANCANG BANGUN FITUR CHATBOT BERBASIS DIALOGFLOW DENGAN METODE NATURAL LANGUAGE PROCESSING UNTUK KONSULTASI AUTISME DI WEBSITE YCHI AUTISME CENTER. S1 thesis, Universitas Pendidikan Indonesia. document_url: http://repository.upi.edu/134964/8/S_SISTEL_2104396_Title.pdf document_url: http://repository.upi.edu/134964/7/S_SISTEL_2104396_Chapter1.pdf document_url: http://repository.upi.edu/134964/2/S_SISTEL_2104396_Chapter2.pdf document_url: http://repository.upi.edu/134964/3/S_SISTEL_2104396_Chapter3.pdf document_url: http://repository.upi.edu/134964/4/S_SISTEL_2104396_Chapter4.pdf document_url: http://repository.upi.edu/134964/5/S_SISTEL_2104396_Chapter5.pdf document_url: http://repository.upi.edu/134964/6/S_SISTEL_2104396_Appendix.pdf