知能工学特論(TI-25)
Advanced Course in Knowledge Engineering

 
English Lectures Page Japanese Lectures Page

担当教官:

B. H. Far(工学部助教授)

選択科目:

2単位

対象学科:

情報(システム)工学

学年学期:

大学院前期課程

時間割:

木7・8

教室:

情報セミナー室

概要

知識の取扱を中心とし、人工知能の歴史と将来、知識獲得、 機械学習、階層構造をもった知識ベース、定性推論、類似 推論、不確実管理、Bayesian ネットワーク、 事例ベース推論、分散型AI、分散型オブジェクトなどに ついて解説する。

The focus is on knowledge processing and building intelligent problem solvers. Topics such as knowledge acquisition, machine learning, multi-layer knowledge bases, qualitative reasoning, analogical reasoning, case-based reasoning, game theory, agents, distributed AI and distributed objects are discussed.

Preliminary Sessions

Review
Topics

知能工学 (Knowledge Engineering) -- 学部向け (For Undergraduate Students)
知識表現のための手法と推論方法を合わせてエキスパートシステムの実例について学ぶ。具体的にはプロダクションシステム、フレーム、意味ネット、述語論理などにおける知識の表現法と利用について述べる。
 
Regular Sessions

1st

AI: Past and Future

2nd

Machine Learning Techniques in AI - 1

3rd

Machine Learning Techniques in AI - 2

4th

Distributed Artificial Intelligence

5th

Qualitaive Reasoning

6th

Uncertainty Management in AI

7th

Bayesian Networks

8th

Analogical Reasoning

9th

Game Theory

10th

Case Based Reasoning

11th

Ontology Engineering

12th

Intelligent Tutoring System (ITS)

13th

Client-Server and Distributed Object
 
Extra Sessions

14th

Software Agents for Electronic Commerce

15th

FIPA: Federation for Intelligent Physical Agents

16th

Computer Networks

17th

Functional Reasoning
 
Sessions under preparation (coming soon)

--

Agent Oriented Software Engineering

--

Intelligent Data Analysis and Data Mining

--

DNA Computing

--

Human Computer Interaction

All the slides and notes can be viewed on-line using Netscape Navigator or MSIE (version 3.x or later) browsers. Copies of the slides in Portable Document Format (PDF), and QuickTime movie format are available for on-line download. Please see the COPYRIGHT terms below before downloading the files.
All Unix, PC and MAC users can download, view and print the PDF version of the documents using
Adobe's Acrobat Reader version 3.x or later.

This page was created by B.H. Far. Please visit my Lab's Home page and If you may find omissions, glitches, have suggestions for improvement of the material presented here, please contact me.
  Copyright Terms. THIS DOCUMENT AND ITS ENTIRE CONTENTS ARE COPYRIGHT 1997 BY B.H. FAR. COPYING, REPUBLISHING AND DISTRIBUTING THIS DOCUMENT IN WHOLE OR IN PART IS PROHIBITED BY LAW. IF YOU DESIRE TO REPUBLISH PARTS OF THIS DOCUMENT IN ELECTRONIC FORM, PLEASE CONTACT THE AUTHOR .