silabus singkat matakuliah program magister instrumentasi - ITB

I.4. TF5212 Sistem Pakar
Kode
Kuliah
TF5212
Sifat kuliah
Kelompok Kuliah
Course Title
(Indonesian)
Nama Matakuliah
Course Title
(English)
Nama Matakuliah
Short Description
Silabus ringkas
Kredit :
2 SKS
Semester:
2/4
Kuliah
Matakuliah Keahlian
Sistem Pakar
Expert Systems
KBK/Bidang
Keahlian:
Instrumentasi dan
Kontrol
Sifat:
Pilihan
Pengantar inteligensia buatan dan sistem pakar; Pelacakan : teori
graph, pelacakan exhaustive, pelacakan heuristic; Representasi
pengetahuan : logika, aturan, pohon keputusan, jaringan
semantik, frame dan objek, case-based reasoning; Manajemen
ketidakpastian : persoalan ketidakpastian, pendekatan Bayes,
faktor ketidakpastian; Rekayasa pengetahuan : siklus hidup,
spesifikasi kebutuhan, akuisisi pengetahuan & verifikasi dan
validasi; Pemrograman dan pembuatan prototipe sistem pakar
References
Acuan
Introduction to artificial intelligence and expert systems; Search
problem : graph theory, exhaustive search, heuristic search;
Knowledge representation : logic, rules, decision tree, semantics
network, frame and object, based reasoning; Management of
uncertainty : uncertainty problem, Bayes approach, uncertainty
factor; Knowlegde engineering : life cycle, specification of
requirements, knowledge acquisition, verification and validation;
Programming and prototype design of expert system
1. Mike van Horn, Understanding Expert System, Bantam
Book, 1986
2. David W.Rolston, Principle of Artificial Intelligence and
Expert System Development, ESL Inc.
3. Louis E. Frenzel Jr., Crash Course in Artificial Intelligence
and Expert System”, Howard W.Sams & Co.,1986
4. Robert J. Schallkoff, Artificial Intelligence : An Engineering
Approach, McGraw-Hill, 1990
5. Elaine Rich and Kevin Knight, Artificial Intelligence,
McGraw-Hill, 1991
Silabus S2 PINK
Tahun 2003/2004
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