Advanced Exercise on Computer and Information Science2A

Course title

L0855200

	yonemura shunichi
	shinkuma ryouichi
	ijiri takashi

Course description

Participants are divided into three groups and completed exercises in 4 weeks.
Repeat this 4-week session three times.
　"Develop a new application that utilizes video processing techniques"
　"Basic network programming and communication data analysis"
　”Learn basic techniques for evaluating products and services"

Purpose of class

Acquire advanced skills of information processing by challenging practical tasks.

Goals and objectives

■Ijiri "Develop a new application that utilizes video processing techniques"
■ Shinkuma "Learn basic network programming and communication data analysis"
■Yonemura ”Learn basic techniques for evaluating products and services"

Language

Japanese

Class schedule

	Class schedule	HW assignments (Including preparation and review of the class.)	Amount of Time Required
1.	■1st exercise: the outline of a exercise and group separation Theme of exercise : ■Ijiri "Develop a new application that utilizes video processing techniques" 　Propose an original scenario in which video can be used (such as sports visualization for efficient practice, facial filtering effects, and so on) and develop an application for it. ■Shinkuma "Basic network programming and communication data analysis" Outline: Learn the basics of network programming and communication data analysis Exercise outline: Create a program that communicates using sockets on the network, learn the basics through hands-on experience, and analyze actual communication data. Exercise tasks: 1) Socket communication programming 2) Data analysis basics (1) 3) Data analysis basics (2) 4) Communication data inference by using machine learning ■Yonemura Learn basic techniques for evaluating products and services. 1)Designing and creating questionnaire 2)Completion of the questionnaire and investigation 3)Data visualization and statistical analysis	the outline of a exercise and group separation Theme of exercise	100minutes
2.	■Ijiri: Learn the basics of python & OpenCV programing.	develop your application	200minutes
3.	■Ijiri: Design and implement an application that processes videos.	develop your application	200minutes
4.	■Ijiri: Design and implement an application that processes videos.	develop your application	200minutes
5.	■Ijiri: Design and implement an application that processes videos.	develop your application	200minutes
6.	■Shinkuma: "Basic network programming and communication data analysis" Exercise 1: Operate a sample code of socket communication programming and deepen your understanding. Operate a sample code of data analysis to deepen the understanding. Try further applications of the exercise.	Completion of the delivered practice, and work on optional practice. Review of practices.	200minutes
7.	Exercise 2: Operate a sample code of data analysis to deepen the understanding. Try further applications of the exercise.	Completion of the delivered practice, and work on optional practice. Review of practices.	200minutes
8.	Exercise 3: Operate a sample code of data analysis to deepen the understanding. Try further applications of the exercise.	Completion of the delivered practice, and work on optional practice. Review of practices.	200minutes
9.	Exercise 4: Infer communication data by using machine learning For actual communication data, operate a sample code of communication data inference by using machine learning to deepen your understanding. Try further applications of the exercise.	Completion of the delivered practice, and work on optional practice. Review of practices.	200minutes
10.	Yonemura ■Learn basic techniques for evaluating products and services. 1)Designing and creating questionnaire	exercise	200minutes
11.	Yonemura ■Learn basic techniques for evaluating products and services. 2)Completion of the questionnaire and investigation	exercise	200minutes
12.	Yonemura ■Learn basic techniques for evaluating products and services. 3)Data visualization and statistical analysis	exercise	200minutes
13.	Yonemura ■Learn basic techniques for evaluating products and services. 4)Statistical analysis and feedback to the questionnaire.	exercise	200minutes
14.	Developmental exercise	exercise	200minutes
Total.	-	-	2700minutes

Relationship between 'Goals and Objectives' and 'Course Outcomes'

	exercise	Total.
1.	33%	33%
2.	33%	33%
3.	34%	34%
Total.	100%	-

Evaluation method and criteria

Three teachers evaluate each participant independently.
Each participant gets average evaluation points of three teachers.
To pass, students must earn at least 60 points out of 100.

Textbooks and reference materials

Exercise documents are distributed each time.

Prerequisites

Digital media processing 1, 2
Information network (Shinkuma)
Human computer interaction 1 & 2 (Yonemura)

Office hours and How to contact professors for questions

Monday 16：10ー17：00(Ijiri, Yonemura, Shinkuma)

Regionally-oriented

Non-regionally-oriented course

Development of social and professional independence

Course that cultivates a basic problem-solving skills
Course that cultivates a basic interpersonal skills
Course that cultivates an ability for utilizing knowledge
Course that cultivates a basic self-management 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
Applicable	Some teachers have experiences of program development in company. In the development of communication program, it is useful to narrow down the area where bug exists. Instructions of basic debugging technique are given to students according to symptom of their programs. (Hirakawa)

Education related SDGs:the Sustainable Development Goals

Last modified : Fri Sep 17 04:03:48 JST 2021