Kecerdasan Buatan (AI)

ARTIFICIAL INTELLIGENT – KECERDASAN BUATAN
(IK UB – 3 SKS)
Semester Ganjil 2010/2011
Dosen : HENDARMAWAN

Deskripsi singkat
Mata ajar ini bertujuan untuk memperkenalkan dasar-dasar bidang artificial intelligence (AI) / kecerdasan buatan dan beberapa teknik dasar pemrograman AI. Topik-topik yang dibahas meliputi:
1. Pengenalan AI dan perkembangan AI terkini
2. problem solving: state space, basic search, heuristic search
3. dasar-dasar knowledge representation dalam komputer: propositional logic, first order logic, resolution
4. representasi pengetahuan: rule based systems, sistem pakar, semantic nets & frames.
Prasyarat: Dasar-Dasar Pemrograman, Matematika Diskret II, Struktur Data dan Algoritma

Detail kuliah
Dosen: HENDARMAWAN – hendarmawan@ub.ac.id
Jadwal kuliah: Senin 09.20-11.05, Rabu 09.20-10.05 (MP 2.5, MP 2.4)

Assisten :

1._____________
2._____________

Sumber materi
1. Buku acuan: Russell & Norvig, Artificial Intelligence: A Modern Approach (2nd ed.)
2. Perpus: Winston, Rich & Knight, Luger & Stubblefield, jurnal, majalah
3. Web: GIYF, Wikipedia, aima.cs.berkeley.edu

Komponen penilaian
Tugas : 40%
UTS : 20%
UAS : 20%
Kuis : 20%
Absen : (80% kehadiran)

SILABUS

1. Intro to AI
2. Intelligent agents
3. Problem-solving through search
4. Informed and heuristic search
5. Constraint satisfaction problems
6. Adversarial search (game playing)
7. Logical agents
8. Propositional logic (representation & inference)
9. First order logic (representation & inference)
10. Knowledge representation
11. Uncertainty & probabilistic reasoning
12. Machine learning
13. Neural networks
14. Philosophical issues

BUKU REFERENSI

No Title Author(s) Publisher, Date
1 Artificial Intelligence Rob Callan Palgrave Macmillan, 2003
2 Artificial Intelligence: A Modern Approach (2nd edn) S Russell & P Norvig Prentice Hall, 2003
3 Artificial Intelligence: A New Synthesis N J Nilsson Morgan Kaufmann, 1998
4 Artificial Intelligence (5th edn) G Luger Addison Wesley, 2005

LINK :

1. http://hendarmawan.lecture.ub.ac.id/kuliah/ilmu-komputer/artificial-intelligent/

2. http://aima.cs.berkeley.edu

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