Course title
1M3271001
Intelligent Information Systems Exercise 1

 SUGIMOTO Tooru
Purpose of class
Course content
By applying state-of-the-art research in natural language processing such as natural language text analysis and generation to actual technology development and research themes, we aim to cultivate problem-discovery and problem-solving abilities. Additionally, we challenge both fundamental and theoretical research in these fields.
Goals and objectives
  1. Understand the fundamental concepts of natural language and the basic techniques of language processing, and be able to apply them to simple examples
  2. Understand the fundamental theories and basic techniques of machine learning and data analysis, and be able to apply them to simple examples
  3. Be able to apply natural language processing techniques to the analysis and generation of actual text
Relationship between 'Goals and Objectives' and 'Course Outcomes'

 Total.
Total. -
Language
Japanese(English accepted)
Class schedule
By applying state-of-the-art research in natural language processing such as natural language text analysis and generation to actual technology development and research themes, we aim to cultivate problem-discovery and problem-solving abilities. Additionally, we challenge both fundamental and theoretical research in these fields.
Evaluation method and criteria
Students will be evaluated based on progress reports (more than 2 seminars/week) (50%), academic society presentations (10%), and writing of master’s theses (40%).
Feedback on exams, assignments, etc.
ways of feedback specific contents about "Other"
Feedback in/outside the class.
Textbooks and reference materials
Will be specified, if necessary.
Prerequisites
Basic mathematical knowledge in discrete mathematics, probability theory, linear algebra and calculus
Basic programming knowledge in data structures and algorithms
Office hours and How to contact professors for questions
  • T. Sugimoto: 12:30-13:20, Thursday
Regionally-oriented
Non-regionally-oriented course
Development of social and professional independence
  • Course that cultivates an ability for utilizing knowledge
  • Course that cultivates a basic problem-solving skills
Active-learning course
Most classes are interactive
Course by professor with work experience
Work experience Work experience and relevance to the course content if applicable
N/A N/A
Education related SDGs:the Sustainable Development Goals
  • 4.QUALITY EDUCATION
  • 9.INDUSTRY, INNOVATION AND INFRASTRUCTURE
  • 17.PARTNERSHIPS FOR THE GOALS
Last modified : Sat Mar 14 14:20:09 JST 2026