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Journal : International Journal of Electrical and Computer Engineering

Generate fuzzy string-matching to build self attention on Indonesian medical-chatbot Suwarningsih, Wiwin; Nuryani, Nuryani
International Journal of Electrical and Computer Engineering (IJECE) Vol 14, No 1: February 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v14i1.pp819-829

Abstract

Chatbot is a form of interactive conversation that requires quick and precise answers. The process of identifying answers to users’ questions involves string matching and handling incorrect spelling. Therefore, a system that can independently predict and correct letters is highly necessary. The approach used to address this issue is to enhance the fuzzy string-matching method by incorporating several features for self-attention. The combination of fuzzy string-matching methods employed includes Jaro Winkler distance + Levenshtein Damerau distance and Damerau Levenshtein + Rabin Carp. The reason for using this combination is their ability not only to match strings but also to correct word typing errors. This research contributes by developing a self-attention mechanism through a modified fuzzy string-matching model with enhanced word feature structures. The goal is to utilize this self-attention mechanism in constructing the Indonesian medical bidirectional encoder representations from transformers (IM-BERT). This will serve as a foundation for additional features to provide accurate answers in the Indonesian medical question and answer system, achieving an exact match of 85.7% and an F1-score of 87.6%.
Co-Authors A, Mohamad Fajar Aboka, Ainun Octaviani Achmad Benny Mutiara Agustin, Arni Fitriani Dwi Ahmad Asrori Nahrun, Ahmad Asrori Ahmad Bahtiar, Ahmad Ahmad Nurcholis Ahmad, Rahmawaty Aisa, Aufia Akbar, Hairil Al Ghazali, Dzikrul Hakim Al-Mulky, Ilham Imanullah ALI HALIDIN, ALI Ali Imron Ali Khomsan Amalia, Mutia Reski Amelia, Rika Andria Arisal, Andria Anggoro, Sigit Anik Lestari Anto Satriyo Nugraha Anto Satriyo Nugroho Anto Satriyo Nugroho, Anto Satriyo Apriyanti, Dwi Norma Arbie, Fitri Yani Arda, Zul Adhayani Ariefah Shalihah Arif Budiman Artono Dwijo Sutomo Asep Sunandar Astin Nur Hanifah Astuti Setiyani, Astuti Attamimi, Muhammad Hamdan Aziz, Muflih Azriyah, Azriyah B. Anggit Wicaksono, B. Anggit B.A.P, Silvy Kanawanti Bambang Sugeng Dwiyanto Budi Purnama Bulu, Bulu Cesilia M Dwiriani Danu, Danu Achmad Rifai Darmanto Darmanto Darmanto Darmanto Darsono Darsono Denny Indra Setiawan Dessy Wardiah, Dessy Detty Purnamasari Dewi Cahya Fitri Dewi Dewi Edi Rohyadi Efendi, Heri Eliana, Mufida Eliyana, Eliyana Emilia Dewiwati Pelipa, Emilia Dewiwati Erisa, Nina Esron Siregar Fadhilah, Muhammad Yaasiin Fadila, Salma Nailul Fahmi Alhafid Fajar, M. Samson Fauziah Zainuddin, Fauziah Febiana, Via Febry K.D, Ayu Bulan Febry KD, Ayu Bulan Firdausi Ramadhani, Firdausi Fitria Rahma Nuraini Fitria Sari Franning Deisi Badu, Franning Deisi Frenty Hadiningsih, Eka Gadis Niyanti Pertiwi Gango, Djibril Guna, Bayu Cakra Hadi, Novian Swasono Hafizd, Jefik Hafzhaniyah, Nur Alfi Hanapi, Sunarti Hano, Yanti Hz Harapan, Edi Harikedua, Vera Tasintimbang Harun, Amalia Hatta, Herman Herlina Herlina Hidayat, Hakmi Hidayatullah, Syaikhu Ihsan Hidayatulloh, Muhammad Kris Yuan Hubu, Novika Hudaa, Syihaabul I Made Wiryana, I Made Idu, Cicirosnita J. Imran Tumenggung Indra Domili Irza Nanda Ranti Ismail Ismail Iwan Yahya Karim, Abdul Rahim Karim, Noer M. Abdul Kasman, Suf Kismiyati El Karimah Latifah, Ashpia Leztiyani, Indirawati Lukisa Nur Fernanda Machrup Eko Cahyono Maemunah Maesarah, Maesarah Mahasir, Mahasir Mahsusi, Mahsusi Makyun Subuki Mantualangi, Kasma Maria Kanan Marlisa, Lusi Martini, Nelly Mas'adi, Mahnun Maulana, Nuryaman Misnati, Misnati Mochamad Whilky Rizkyanfi Mohtar Yunianto, Mohtar Monita Sholeha MUBAROK, ARIF Mufida Eliana Muhammad Amiruddin Muhammad Farrel Akshya Muhammad Yusri Bachtiar, Muhammad Yusri Mustofa Mustofa Muttaqin Choiri Nana Usnawati Nanang Wiyono Nanda, Nabiilah Chaermy Nashoih , Afif Kholisun Natasya, Ersa Aura Navalia, Navalia Nawai, Fatmayanti Netsen, Netsen Ngestiningrum, Ayesha Hendriana Nidya Chandra Muji Utami Nina Nurhasanah, Nina Ninda Lutfiani Nistya Rischa Primadyanie, Nistya Rischa Nonce Nova Legi Noormawanti, Noormawanti Normalia, Nita Novitasari, Atika Noviyanti, Alinda Nunu Soleha Nur Ahyani Nur Baiti, Hanum Ulfah Nurcahyo, Widyat Nurherawati, Irma Nurlia Hanum Nuryani, Ita Dwilestari Oktaviani, Tabitha Olii, Melsi Paramata, Yeni Paramata, Yeni Pertiwi, Dora Hatika Pomalingo, Anna .Y Purnama S, Mei Linda Purwa Putra, Raiyan Adhitya Purwanti Hadisiwi Pusposari, Wulan Putra, Souza Nurafrianto Windiartono R Ahmad, Rodiyatan Mardiyah Rahmawati, Rahmawati Rahmawati, Rina Dian Rian Pratama Rini Sulastri Ririn Pakaya Rizky, Mahira Lailati Rusman Hadi, Rusman Salsabila, Unik Hanifah Sandalayuk, Marselia Siti Hamidah siti Nurindah Sari Sofia, Iftita Ida Sri Watini Sugiharto, Muhammad Sukur, Reja Subagja Suryani, Azizah Syufa’at, M. Ali Tadung, Edy TAlibo, Sofyawati D. Tolinggi, Safrudin Tripertiwi , Sucita Usman Usman Usman, Wiwin I Viona Nurafiani Wahira Wahyu Hidayat Wati, Ani Rohmah Wibisono, Ian Ainun Widjaja Lukito Widyawati, Inayah Wihdatul Ummah Wildan Zulkarnain, Wildan Wirahman, Taufiq Wiwin Suwarningsih Yasin, Maesarah Yumniati Agustina Yundari, Yundari Yuyu Yuhana