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Journal : Building of Informatics, Technology and Science

Klasifikasi Nama Paket Pengadaan Menggunakan Long Short-Term Memory (LSTM) Pada Data Pengadaan Fajri, Fathorazi Nur; Syaiful, Syaiful
Building of Informatics, Technology and Science (BITS) Vol 4 No 3 (2022): December 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i3.2635

Abstract

Every year the government always holds procurement of goods and services (tenders) which are informed through the Electronic Procurement Service (LPSE) or the General Procurement Plan Information System (SIRUP). The process of selecting the type of procurement is still manual, namely by selecting the package category so that it is possible for mistakes to occur such as the type of service procurement into the category of goods procurement type or vice versa. Therefore, this research proposes to use the Natural Language Processing (NLP) method that can classify these packages based on existing categories. The method used is Long Short-Term Memory (LSTM) by comparing existing classification methods such as naïve bayes, logistic regression, decision tree, XG Boost, Gradient Boost, Random Forest and Support Vector Machine. The results obtained by the LSTM method have a higher accuracy than other methods, with an accuracy of 90.25%. With a parameter configuration of 100 units in the LSTM layer, epoch 10, batch size 64 and validation step 5
Co-Authors -, Maison . Jamari . Widayat A, Abdul Wahab Aan Burhanudin Abbas, Ilham Abdul Bari Abdul Mustaqim Abdul Rohman Salam Abdurahman, Erik Erlangga Achmad Taufik Adil, Sita Darma Afrida Afrida Agus Wibowo Ahmad Fadly Ahmad Syarifuddin Ahmad Syarifuddin Ahzari, Sarah Nur Akbar, Lutfi Alfina, Hasni Riyas Ali Imron Aminda, Annisa Amrullah Amrullah Andana, Rendy Anggareini, Evita Anggi, Muhamad Anggraini Eka Cipta Anjarani, Devie Reztia Apsari, Della Putri Renata Aras, Neny Rasnyanti M Arif Budiman Arif Hidayatullah, Arif Arismansyah, Arismansyah Asni Johari Assiddiqy, Mohammad Hasby astutik, widya Astuty Astuty, Astuty As’ad, Ahmad Atanasius Priharyoto Bayuseno Azizah, Habib Nun Bagas Saputra, Bima Afif Bahagia, Dedi Suwardi Bambang Bambang Bambang Hariyadi Bambang Yunianto Budi Nurani, Budi Budiman Budiman Buhaerah Buhaerah, Buhaerah Chayati, Nurul Cicih Ratnasih, Cicih Ciseta Yoda, Tilawatil Dadang Juandi Damiana, Salma Leandra Darman Darman Dedi Prestiadi Dewi, Ni Putu Assriangga Dian Anggraini Dian Prabowo Dian Prabowo Didi Dwi Driastuti, Faradilla Dwi Agus Kurniawan Dzulhimam, Faza Edy Tandililing Effendi, Anggi Laila Eflita Yohana Eko Armanto Eko Saputra, Dimas Richo Eri Susanto Hariyadi, Eri Susanto Ernan Rustiadi Fadhila Muhammad Libasut Taqwa Faiq, Naufal Ahmad Faisal Faisal Faqih Fatkhurrozak Faruq Ratuhaji Fathorazi Nur Fajri Fatkhurrozak, Faqih Fauzyyah , Assyfa Febriandy, Hengky Dwi Fikarwin Zuska Firman Lukman Sanjaya Fitri Anasari, Fitri Fitriana, Novira Frida Lina Tarigan, Frida Lina Fuadi, Muhammad Ghufron Gibran, Reza H, Idham Haldiana, Haldiana Haliliintar, Muhammad Halilintar, Muhamad Haratua Tiur Maria Silitonga Hari Shofia, Muhammad Haryanto Haryanto Hasanah, Arini Alfan Hasbullah Hasbullah Hasyim, Fuadz Herliana Herliana Hermansyah Hermansyah Hermanto Siregar Huda, Nizlele Husna, Ulfa Husnaeni Husnaeni Ida Hayati, Noor Idul, Muhammad Indra Gita Anugrah Insan, Muhammad Khaerul Irbah, Almas Fathin Irwan , Muhammad Iseu Andriani J. Jamari Jamilah Jamilah Jasri, Moh Jumedi, Jumedi Kamid Kamid Kartika, Anggi Kasanova, Ria Kencanawati, Indah Khairi, Ahmad Khairi, Matlubul Kurnia Uwais Alqorni Purwatama Kurnia, Atik Kurniawan, Dwi Agus kusairi kusairi, kusairi Kusuma, Nurthariq Aditya Kusuma, Yaya S Laila Fatika Agustini, Ayu Febriana Lalu, Sulaiman Leksono, Tito Panji Lestari, Ajeng Riana Lestari, Dinihari Mulya Lestari, Mega Fia Lestari, Puri Anita M. Ratlalan, Roberth Maizon, Maizon Mardiputra, Ilham Muhammad Maulal Waro, Atiya Maulana, Lucky Hikmat Maulana, Rafif Mohamad Djaeni Mohamad Fahris Mohamad Fahris MSK. Tony Suryo MSK. 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Ella Evrita Hestiandari Rudiyanto, Mohammad Rulhendri Rulhendri S Sobri Sa'adiah, Halimatus Sa'idah, Lina Nur Sabariah, Iqma Samin Samin Sandy, Awang Muhamad Sanjaya, Fahim Kerta Sanjaya, Firman Lukman Saputra, Suganda Savira, Erika Putri Septi, Sabila Eka Setiawan, Alvin Arief Sitanggang, Boy Chandra Siti Rohana Sofnidar - Sri Nugroho Sri Wahyuni Sri Wiwoho Mudjanarko, Sri Wiwoho Striadi, H. 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