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All Journal JPMS (Jurnal Pendidikan Matematika dan Sains) Jurnal Pendidikan Matematika RAFA JUSIFO : Jurnal Sistem Informasi Al Ilmi Intizar Suska Journal of Mathematics Education Bio Ilmi: Jurnal Pendidikan E-Dimas: Jurnal Pengabdian kepada Masyarakat Orbital: Jurnal Pendidikan Kimia IT JOURNAL RESEARCH AND DEVELOPMENT Seminar Nasional Teknologi Informasi Komunikasi dan Industri JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI IRJE (Indonesian Research Journal in Education) Jurnal TIPS : Jurnal Teknologi Informasi dan Komputer Politeknik Sekayu Jurnal Ilmiah Media Sisfo JEMST: Journal of Education in Mathematics, Science, and Technology IJID (International Journal on Informatics for Development) MAJU : Jurnal Ilmiah Pendidikan Matematika Jurnal Informatika Global Jurnal Computer Science and Information Technology (CoSciTech) Journal of Computer and Information Systems Ampera Mosharafa: Jurnal Pendidikan Matematika Jurnal Manajemen Informatika Jayakarta Jurnal Penelitian Pendidikan Matematika Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen Jurnal Kolaboratif Sains Aptekmas : Jurnal Pengabdian Kepada Masyarakat Jurnal Teknologi Sistem Informasi Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Jurnal Bina Komputer Journal of Artificial Intelligence and Digital Business J-Icon : Jurnal Komputer dan Informatika MDP Student Conference Journal of Data Mining and Information Systems Prosiding Seminar Nasional Unimus Jurnal Sistem Informasi Karya Anak Bangsa
Gusmelia Testiana
Universitas Islam Negeri Raden Fatah Palembang
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Journal : Al Ilmi

 1 
PEMANFAATAN NEURAL NETWORK DENGAN METODE BACKPROPAGATION UNTUK MEMFILTER SPAM Testiana, Gusmelia
Al 'Ilmi : Jurnal Pendidikan MIPA Vol 1 No 1 (2012): Al 'Ilmi : Jurnal Pendidikan MIPA
Publisher : Universitas Islam Negeri Raden Fatah

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Abstract

Email Spam is email that is sent to thousands of email users in a sustainable manner Typiclly, it contains unwanted promotional priduct, service, business, pornographi, viruses and emails. This study uses Neural Network whith a back propagation methods as email classification. The email will be extracted based on header that consists of content type, sender domains, the perfix which is based an the stages of extraction ward, removing every stopword  word, removing affixes and TFIDF calculation. The emails which are used in this study were taken from Spam Assassin. Based on this research, neural network which mostly used back propagation method are able to classify emails based on its cargoy.
Co-Authors Agus Fajar Riany Agustiany Dumeva Putri, Agustiany Dumeva Ahmad Bayu Rinaldo Aisyah Khumairoh Alfina Damayanti Aminullah Imal Alfresi Ari Yanto, Ahmad Firman Arif Total Onesis Atika Zahra Bella Pitriana Milwadi Beni Setiaji Benz, Rendy Al Bubin Florayu Bunbin Florayu, Bunbin Cendi Febriansyah Damayanti, Alfina Darusalam Darusalam Devi Anggraini Dwi Lestari Dwi Mardiana Elhefni Elhefni Elvira Destiansari Eri Gunawan, Catur Evi Fadilah, Evi Fahruddin Fathiyah Nopriani Fenny Purwani Fenny Purwani Fitriyanti, Vina Florayu, Bubin Geri Esmemed Gina Agiyani Haspui Rasasi Hernandes, Veven Hernandes, Veven Hery Widijanto Iin Royani Imamulhakim Syahid Putra Imamulhakim Syahid Putra Indah Hidayanti Irfan Dwi Jaya Irham Falahudin Irham Falahudin Irmalia j-sika Jawasi Jawasi Ketut Tirtayasa Lilis Anderwani M Leandry Dalafranka Mawarni, Herlinda Moh. Ismail Sholeh Muarie, Muhamad Son Muhamad Kadafi, Muhamad Muhammad Isnaini Muhammad Isnaini MUHAMMAD ISNAINI Muhammad Leandry Dalafranka Muhammad Rifqi Perdana Muhammad Son Muarie Muhammad Win Afgani Mushleh, Muhammad Mutiara Jesica Nery, Rieno Septa Nindyya, Ike Septi Pandu Aditya Rachmansyah Rachmansyah Ragil Tri Wahyudi Ramadhan, Muhammad Rafi Retni Paradesa Riani Eka Sari Riany, Agus Fajar Riza Agustiani ROSYIDAH, LAILATUR Ruslan Saputra Safilla, Laurentz Santi, Rusmala Saphira, Regita Cahya Satria, Pandu Sely Septiwi Sri Rahayu Sri Rahayu Syahabiah Syahabiah Syutaridho Syutaridho Tria Gustiningsi Tutut Rahayu Astuti Veven Hernandes Wardani, Ambarsari Kusuma Wijaya, Anton Sukma Yulisa, Ica Dwi