REPRESENTASI & PENALARAN Bagus Adhi Kusuma, S.T., M.Eng. STMIK AMIKOM PURWOKERTO PROFILE BAGUS ADHI KUSUMA, S.T., M.Eng. (Electronics Microcontroller, computer vision ) Email : [email protected] Mobile Phone : +62 857 1410 6913 LEARNING GUIDE – 1ST MID 1. The Concept of Artificial Intelligent 2. The Concept of Knowledge Representation and Reasoning 3. The Languages in First-order Logic 4. The Knowledge Expression 5. The Concept of Resolution 6. Reasoning Based on Horn Clauses 7. Reasoning of Certaintly and Uncertaintly Factor LEARNING GUIDE – 2ND MID 1. Architecture and Expert System Components 2. Development of Expert System 3. Fuzzy Logic Fundamental 4. Fuzzy Representation 5. Inference Engine 6. Defuzzification 7. Case Study Assessment Pattern Presence 15% Task & Quiz 10% Activeness 5% Mid Test 20 % Final Test 20 % Final Project 30% Assessment Method Jenjang Angka Nilai Bobot Sangat Baik 80-100 A 4 Baik 70-79 B 3 Cukup 60-69 C 2 Kurang 50-59 D 1 Sangat Kurang 0-49 E 0 Deskripsi Perilaku Inovatif, mampu menyelesaikan masalah dengan tuntas, mampu menerapkan materi mata kuliah dengan baik dan benar. Mampu menyelesaikan masalah dengan tuntas, mampu menerapkan materi mata kuliah dengan baik dan benar. Sekedar benar, kurang teliti Belum menguasai materi dengan baik, tidak teliti Tidak menguasai materi, penuh kekurangan TEXTBOOK 1. Prof.Dr.Ir. Mauridhi Hery Purnomo, M.Eng. Supervised Neural Network. Penerbit Graha Ilmu, 2006 2. Anita Desiani. Konsep Kecerdasan Buatan. Penerbit Andi. 2007 3. Ronald J, Brachman. Reading In Knowledge Representation. M Kaufman Publisher. 1985 4. Kusrini. Sistem Pakar Teori dan Aplikasi. Penerbit Andi. 2006 5. D. Suryadi HS. Pengantar Automata Bahasa Formal dan Kompilasi. Penerbit Gunadarma 6. Martin, John C., Introduction to Languages and the Theory of Computation. McGraw-Hill Inc, Singapore, 1991 7. Giarratano, J and G. Riley, Expert System: Principle and Programming, 4 th ed, PWS Kent, USA,2004 8. M. Farid Azis, Belajar Sendiri Pemrograman Sistem Pakar, Elek Media Komputindo, Jakarta, 1994 9. Sri Kusumadewi, Pemrograman Fuzzy dengan Tools Box Matlab, Graha Ilmu, Yogyakarta, 2006 10. Suryadi HS, Pengantar Sistem Pakar, Gunadarma, Jakarta, 1994
