<> <http://www.w3.org/2000/01/rdf-schema#comment> "The repository administrator has not yet configured an RDF license."^^<http://www.w3.org/2001/XMLSchema#string> .
<> <http://xmlns.com/foaf/0.1/primaryTopic> <http://eprints.unpak.ac.id/id/eprint/10167> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Thesis> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/title> "APLIKASI CHATBOT PELAYANAN BIAYA SEKOLAH\r\nMENGGUNAKAN RECURRENT NEURAL NETWORK\r\n(RNN)"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/ontology/bibo/abstract> "APLIKASI CHATBOT PELAYANAN BIAYA SEKOLAH\r\nMENGGUNAKAN RECURRENT NEURAL NETWORK\r\n(RNN)\r\nFatikh Sadewo, S.Kom.,1\r\n, Asep Denih, S.Kom., M.Sc., P.h.D.2\r\n, Mulyati, S.Si., M.Kom.3\r\n1,2,3Program Studi Ilmu Komputer, Fakultas MIPA, Universitas Pakuan, Bogor, Indonesia\r\nEmail : sadewofatikh@gmail.com\r\nAbstrak\r\nChatbot merupakan program komputer yang dirancang untuk mensimulasikan percakapan\r\nmanusia secara otomatis. Penelitian ini bertujuan mengembangkan aplikasi chatbot berbasis Recurrent\r\nNeural Network (RNN) untuk memberikan layanan informasi biaya sekolah di SMPIslam Arrohman. RNN\r\ndipilih karena kemampuannya dalam mengenali pola data sekuensial seperti teks percakapan. Penelitian\r\ndilakukan menggunakan metode Waterfall yang mencakup tahap studi literatur, analisis kebutuhan,\r\nperancangan, implementasi, serta pengujian sistem. Dataset terdiri atas 108 pasangan tanya–jawab yang\r\ndikelompokkan ke dalam beberapa intent seperti biaya SPP, seragam, ujian, pendaftaran, dan DSP. Model\r\nRNN dilatih untuk mengenali intent dari input teks pengguna dan memberikan respons yang sesuai. Hasil\r\npelatihan menunjukkan akurasi training sebesar 99,97% dan validasi 91,30%. Evaluasi menunjukkan\r\nprecision 100%, recall 90%, dan F1-score 94,7%. Sistem chatbot mampu menjawab 90% pertanyaan uji\r\ndengan benar, menunjukkan efektivitas dalam memberikan informasi biaya sekolah secara otomatis dan\r\nefisien.\r\nKata kunci : Chatbot, Recurrent Neural Network, Biaya Sekolah, WhatsApp"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/date> "2025-07-27" .
<http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> .
<http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> <http://xmlns.com/foaf/0.1/name> "Universitas Pakuan"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/issuer> <http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> .
<http://eprints.unpak.ac.id/id/org/ext-f5716d0705f919ac0a0e849cac72e136> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> .
<http://eprints.unpak.ac.id/id/org/ext-f5716d0705f919ac0a0e849cac72e136> <http://xmlns.com/foaf/0.1/name> "Fakultas Matematika dan Pengetahuan Alam, Universitas Pakuan"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/org/ext-f5716d0705f919ac0a0e849cac72e136> <http://purl.org/dc/terms/isPartOf> <http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/issuer> <http://eprints.unpak.ac.id/id/org/ext-f5716d0705f919ac0a0e849cac72e136> .
<http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> <http://purl.org/dc/terms/hasPart> <http://eprints.unpak.ac.id/id/org/ext-f5716d0705f919ac0a0e849cac72e136> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/ontology/bibo/status> <http://purl.org/ontology/bibo/status/published> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/creator> <http://eprints.unpak.ac.id/id/person/ext-c29b04c0a3326c1a673817e6928f7c01> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/ontology/bibo/authorList> <http://eprints.unpak.ac.id/id/eprint/10167#authors> .
<http://eprints.unpak.ac.id/id/eprint/10167#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_1> <http://eprints.unpak.ac.id/id/person/ext-c29b04c0a3326c1a673817e6928f7c01> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://www.loc.gov/loc.terms/relators/THS> <http://eprints.unpak.ac.id/id/person/ext-6e259e089aa9d460e24554864c95a6b1> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://www.loc.gov/loc.terms/relators/THS> <http://eprints.unpak.ac.id/id/person/ext-942cca577d55dfa1f6ff81df3e73fa59> .
<http://eprints.unpak.ac.id/id/person/ext-942cca577d55dfa1f6ff81df3e73fa59> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<http://eprints.unpak.ac.id/id/person/ext-942cca577d55dfa1f6ff81df3e73fa59> <http://xmlns.com/foaf/0.1/givenName> "Mulyati"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-942cca577d55dfa1f6ff81df3e73fa59> <http://xmlns.com/foaf/0.1/familyName> "Mulyati"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-942cca577d55dfa1f6ff81df3e73fa59> <http://xmlns.com/foaf/0.1/name> "Mulyati Mulyati"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-c29b04c0a3326c1a673817e6928f7c01> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<http://eprints.unpak.ac.id/id/person/ext-c29b04c0a3326c1a673817e6928f7c01> <http://xmlns.com/foaf/0.1/givenName> "Fatih"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-c29b04c0a3326c1a673817e6928f7c01> <http://xmlns.com/foaf/0.1/familyName> "Sadewo"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-c29b04c0a3326c1a673817e6928f7c01> <http://xmlns.com/foaf/0.1/name> "Fatih Sadewo"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-6e259e089aa9d460e24554864c95a6b1> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> .
<http://eprints.unpak.ac.id/id/person/ext-6e259e089aa9d460e24554864c95a6b1> <http://xmlns.com/foaf/0.1/givenName> "Asep"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-6e259e089aa9d460e24554864c95a6b1> <http://xmlns.com/foaf/0.1/familyName> "Denih"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/person/ext-6e259e089aa9d460e24554864c95a6b1> <http://xmlns.com/foaf/0.1/name> "Asep Denih"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> .
<http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> <http://xmlns.com/foaf/0.1/name> "Universitas Pakuan"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/creator> <http://eprints.unpak.ac.id/id/org/ext-800a45801500b219bb914536dbd9a864> .
<http://eprints.unpak.ac.id/id/org/ext-0ec2a50e3de2b2cad15a17503d2e250b> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> .
<http://eprints.unpak.ac.id/id/org/ext-0ec2a50e3de2b2cad15a17503d2e250b> <http://xmlns.com/foaf/0.1/name> "Fakultas Matematika dan Ilmu Pnegetahuan Alam"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/creator> <http://eprints.unpak.ac.id/id/org/ext-0ec2a50e3de2b2cad15a17503d2e250b> .
<http://eprints.unpak.ac.id/id/org/ext-f7637db9180f42b017268372800d8b5a> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> .
<http://eprints.unpak.ac.id/id/org/ext-f7637db9180f42b017268372800d8b5a> <http://xmlns.com/foaf/0.1/name> "Program Studi Ilmu Komputer"^^<http://www.w3.org/2001/XMLSchema#string> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/creator> <http://eprints.unpak.ac.id/id/org/ext-f7637db9180f42b017268372800d8b5a> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/EPrint> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/ThesisEPrint> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/isPartOf> <http://eprints.unpak.ac.id/id/repository> .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://www.w3.org/2000/01/rdf-schema#seeAlso> <http://eprints.unpak.ac.id/10167/> .
<http://eprints.unpak.ac.id/10167/> <http://purl.org/dc/elements/1.1/title> "HTML Summary of #10167 \n\nAPLIKASI CHATBOT PELAYANAN BIAYA SEKOLAH&#13;\nMENGGUNAKAN RECURRENT NEURAL NETWORK&#13;\n(RNN)\n\n" .
<http://eprints.unpak.ac.id/10167/> <http://purl.org/dc/elements/1.1/format> "text/html" .
<http://eprints.unpak.ac.id/10167/> <http://xmlns.com/foaf/0.1/primaryTopic> <http://eprints.unpak.ac.id/id/eprint/10167> .
<http://eprints.unpak.ac.id/id/subject/QK> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/2004/02/skos/core#Concept> .
<http://eprints.unpak.ac.id/id/subject/QK> <http://www.w3.org/2004/02/skos/core#prefLabel> "Ilmu Komputer"@en .
<http://eprints.unpak.ac.id/id/eprint/10167> <http://purl.org/dc/terms/subject> <http://eprints.unpak.ac.id/id/subject/QK> .