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Journal : Jurnal Mantik

Comparison of the nearest neighbor algorithm and C4.5 for the retrieval on case-based reasoning process (case study: children respiratory disorders) Tursina, Tursina; Septiriana, Rina
Jurnal Mantik Vol. 8 No. 1 (2024): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v8i1.5018

Abstract

The diagnosis of respiratory problems was usually made through direct consultation with a pediatric respiratory specialist or by studying several previous respiratory disorders cases. These cases were gleaned from prior experiences or the knowledge of subject-matter experts. Case-Based Reasoning (CBR) is the processing of diagnosing a patient based on past cases or expertise. Retrieve, reuse, revise, and retain are some of the steps of case-based reasoning. The retrieval stage of CBR was where the classification method searches for similarity values. Numerous algorithms exist for classification techniques, such as C4.5 and the Nearest Neighbour algorithm. This study compares the similarities between the C4.5 and Nearest Neighbor algorithms. The Nearest Neighbour approach was used to search for similarity, and the results show that 99.33% of the items classified based on learning data were nearest to the object. By contrast, the accuracy value for the C4.5 approach was 100%.
Co-Authors A.A. Ketut Agung Cahyawan W Abdussalam Wahid, Abdussalam Aditiawarman Aditiawarman, Aditiawarman Ahmad Fathoni Almuqsitu, Abang Boni Almuqsitu, Abang Boni Al’ala, Musa Aminah Aminah Ananda, Rana Fathinah Andini Novia, Andini Andriani, Feny Anggi Perwitasari Anggi Srimurdianti S, Anggi Srimurdianti Anggi Srimurdianti Sukamto, Anggi Srimurdianti Anggi Srimurdianti Sukamto3, Anggi Srimurdianti Annisa Annisa Anra , Hengky Ardiani, Lian Ardiyan, Riski Arif Bijaksana Putra Negara Asti Ariesta Puteri, Asti Ariesta Desmonda, Diera Desmonda, Diera Despitaria Despitaria, Despitaria Dian Aprizal, Dian Dwirizkianto, Septian Enda Esyudha Pratama, Enda Esyudha Eva Faja Ripanti Fachrurrazi Fachrurrazi Faidhani, Faz Fitria Auli Wulandari, Fitria Auli Fitriana, Julia Fitriana, Julia Hafiz Muhardi Hanif, Muhammad Fikri Hanif, Primana Rullyant Hanif, Primana Rullyant Haried Novriando Helen Sasty Pratiwi, Helen Sasty Helen Sastypratiwi, Helen Helfi Nasution Hendra Hendra Hendri Supryadi, Hendri Hengky Anra Heri Priyanto, Heri Herry Sujaini Hijri Juliansyah Ibrahim Ibrahim Indah Jong, Indah Irwan Adhi Prasetya, Irwan Adhi Kadek Yudhimas Septiyadi Putra, Kadek Yudhimas Septiyadi Kato, Shigeru Lambang Nurdiansah, Lambang Lestari, Marlinda Puji Meilani Mega Juita, Meilani Mega Melifa Gardenia, Melifa Milda Surgani Firdania, Milda Surgani Mirza Fahmi Mochammad Afifuddin Mubarak, Ricky Muhamad Aries Permana, Muhamad Aries Muhammad Azhar Irwansyah Muhammad Redha, Muhammad Narti Prihartini, Narti Nasution, Nurjannah Natassya, Annisa Niken Candraningrum Novi Safriadi Novia Kusumarani, Novia Oktaviani, Erika Oktaviani, Isa Oktaviani, Isa Orpa, Elsa Paskalis Krisda Pangestu, Tri Agus Belly Pasaribu, Firman Exaudi Pratami, Trisya Ayu Pratiwi, Shara Shorea Pratiwi, Shara Shorea Putri Ratna Sari, Putri Ratna Rahadi Rahadi, Rahadi Rahmadhani, Sari Nuzullina Rahmah, Ulfatur Rahman, Fauziah Rahmasari, Reza Ramadhan, Muhammad Ridho Regina Suci Wahyuningtyas, Regina Suci Rudy Dwi Nyoto, Rudy Dwi Saputra, Wahyu Trihadi Sari, Dian Aulia Sari, Ramadhaniati Sastra, Satrian Septiriana, Rina Sibarani, Felicia Feliyana Maharani Sibarani, Felicia Feliyana Maharani Siti Zubaidah Suharjono Then, Suharjono Syafi'ie, Mahmud Syafi'ie, Mahmud Syamsidik, Syamsidik Tambunan, Sari Bulan Tara Sukandi, Tara Tri Wahyu Saputra Uray Meriyanti, Uray Uswah Hasanah Varian, Ifan Wahyu Gunawan Willy Pranata Chandra, Willy Pranata Yovita Nurfarianti, Yovita Yulianti Yulianti Yuliarni, Nella Yuricha Yuricha, Yuricha Yusnitha, Karmila Zubair, Ahmad