| Course title | |||||
| 人工知能特論 [Selected Topics in Artificial Intelligence] | |||||
| Course category | courses for master's programs | Requirement | Credit | 2 | |
| Department | Year | ～ | Semester | Spring | |
| Course type | Spring | Course code | 1060613 | ||
| Instructor(s) | |||||
| 藤田 桂英 [FUJITA Katsuhide] | |||||
| Facility affiliation | Faculty of Engineering | Office | Email address | ||
| Course description |
| This lecture demonstrates some intelligence algorithms and AI systems. These topics range from Base technology to state-of-art one. Mainly, we proceed the lecturing from the instructor and in turn among students. |
| Expected Learning |
|
- Learning the whole knowledge related to AI - Learning the ability to generate the AI system |
| Course schedule |
|
- Natural Language Processing: Corpus, thesaurus, Morphological Analysis, Statistical natural language processing, Document classification, Information Retrieval, Text Mining - Web Intelligence: Search Engine (Indexing, Ranking, Crawling), Community Formation (Complex Network), Recommendation System and Collective Intelligence, Web programing - Software Agent: What’s Agent? Cooperation (Problem Solving, Search, Action Selection), Negotiation, Market-based Mechanism, Auction, Learning, Complex System - Lecturing in turn among students. (Stuart Russell, Peter Norvig, "Artificial Intelligence: A Modern Approach (3rd Edition)) |
| Prerequisites |
| None |
| Required Text(s) and Materials |
| None |
| References |
|
Stuart Russell, Peter Norvig, "Artificial Intelligence: A Modern Approach (3rd Edition) |
| Assessment/Grading |
| Reports and attendances |
| Message from instructor(s) |
| Through the AI class, you can learn the way that computers solve the complex problems with the intelligence. In addition, you can learn some important AI algorithms which work in the society. |
| Course keywords |
| Problem Solving, Game-Tree Search, Knowledge Representation, Natural Language Processing, Web Intelligence, Software Agents |
| Office hours |
| Please e-mail to the instructor when you have questions |
| Remarks 1 |
| Remarks 2 |
| Related URL |
| Lecture Language |
| Japanese |
| Language Subject |
| English |
| Last update |
| 3/22/2017 6:37:23 PM |