?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=MODEL+CHATBOT+STANDAR+OPERASIONAL+PROSEDUR+LAYANAN%0D%0AAKADEMIK+MENGGUNAKAN+NATURAL+LANGUAGE+PROCESSING%0D%0A(Studi+Kasus%3A+Jurusan+Teknik+Elektro+Universitas+Lampung)&rft.creator=Kafanial+%2C+Khafi%09&rft.subject=620+Ilmu+teknik+dan+ilmu+yang+berkaitan&rft.description=Penelitian+ini+membahas+tentang+pengembangan+chatbot+yang+dapat+mempermudah%0D%0Aakses+layanan+informasi+di+Jurusan+Teknik+Elektro+Universitas+Lampung+bagi%0D%0Amahasiswa%2C+dengan+memanfaatkan+natural+language+processing+(NLP).+Language%0D%0Amodel+GPT-2+digunakan+untuk+melaksanakan+berbagai+tugas+NLP.+Permasalahan%0D%0Adalam+penelitian+ini+muncul+ketika+mahasiswa+terlambat+mendapatkan+informasi%0D%0Amengenai+standar+operasional+prosedur%2C+yang+mengakibatkan+kesulitan+dalam%0D%0Amenjalankan+rencana+yang+telah+disusun+sebelumnya+secara+optimal.+Tujuan%0D%0Apenelitian+ini+adalah+untuk+membuat+model+chatbot+standar+operasional+prosedur%0D%0Alayanan+akademik+menggunakan+NLP+di+Jurusan+Teknik+Elektro+Universitas%0D%0ALampung.+Metode+yang+digunakan+dalam+penelitian+ini+adalah+artificial%0D%0Aintelligence+methodology.+Hasil+penelitian+menunjukkan+bahwa+GPT-2+yang+dilatih%0D%0Amenggunakan+dataset+internal+masih+mengalami+masalah+halusinasi%2C+sehingga%0D%0Ajawaban+yang+dihasilkan+oleh+model+chatbot+sering+kali+tidak+akurat.+Model+chatbot%0D%0Ayang+dikembangkan+hanya+memiliki+akurasi+sebesar+20%2C00%25+dalam+menangani%0D%0Aberbagai+pertanyaan+dengan+banyak+topik.+Oleh+karena+itu%2C+kinerja+model+chatbot%0D%0Aini+belum+memadai+untuk+digunakan+sebagai+alat+bantu+standar+operasional%0D%0Aprosedur+layanan+akademik+dengan+NLP.%0D%0A%0D%0AKata+Kunci%3A+Chatbot%2C+GPT-2%2C+Natural+Language+Processing%2C+Large+Language%0D%0AModel%2C+AutoTrain%0D%0A%0D%0AThis+research+discusses+the+development+of+a+chatbot+that+can+facilitate+access+to%0D%0Ainformation+services+in+the+Department+of+Electrical+Engineering+at+the+University%0D%0Aof+Lampung+for+students%2C+using+natural+language+processing+(NLP).+GPT-2%0D%0Alanguage+model+is+used+to+perform+various+NLP+tasks.+Problem+in+this+research%0D%0Aarises+when+students+experience+delays+in+receiving+information+about+standard%0D%0Aoperating+procedures%2C+leading+to+difficulties+in+executing+their+plans+optimally.%0D%0AObjective+of+this+research+is+to+develop+a+chatbot+model+for+standard+operating%0D%0Aprocedure+of+academic+services+using+NLP+in+the+Department+of+Electrical%0D%0AEngineering+at+the+University+of+Lampung.+The+methodology+used+in+this+research%0D%0Ais+artificial+intelligence+methodology.+Research+results+indicate+that+GPT-2%2C+trained%0D%0Awith+an+internal+dataset%2C+still+experiences+hallucination+issues%2C+causing+the+chatbot's%0D%0Aresponses+to+often+be+inaccurate.+The+developed+chatbot+model+achieved+an%0D%0Aaccuracy+of+only+20.00%25+in+handling+various+questions+on+multiple+topics.%0D%0ATherefore%2C+the+performance+of+this+chatbot+model+is+not+yet+adequate+for+use+as+a%0D%0Atool+for+standard+operating+procedures+in+academic+services+using+NLP.%0D%0A%0D%0AKeywords%3A+Chatbot%2C+GPT-2%2C+Natural+Language+Processing%2C+Large+Language%0D%0AModel%2C+AutoTrain&rft.publisher=FAKULTAS+TEKNIK&rft.date=2024-06-10&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F87404%2F1%2FAbstrak%2520Kafanial%2520Khafi%2520-%2520Kafanial%2520Khafi.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F87404%2F2%2FLengkap%2520Tanpa%2520Lampiran%2520Kafanial%2520Khafi%2520-%2520Kafanial%2520Khafi.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F87404%2F3%2FLengkap%2520Tanpa%2520Pembahasan%2520dan%2520Lampiran%2520-%2520Kafanial%2520Khafi.pdf&rft.identifier=++Kafanial+%2C+Khafi+++(2024)+MODEL+CHATBOT+STANDAR+OPERASIONAL+PROSEDUR+LAYANAN+AKADEMIK+MENGGUNAKAN+NATURAL+LANGUAGE+PROCESSING+(Studi+Kasus%3A+Jurusan+Teknik+Elektro+Universitas+Lampung).++FAKULTAS+TEKNIK%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F87404%2F