2025년도 1학기 특강: 정보시각화 기술 (CSED490D-01) 강의계획서

1. 수업정보

학수번호 CSED490D 분반 01 학점 3.00
이수구분 전공선택 강좌유형 강의실 강좌 선수과목
포스테키안 핵심역량
강의시간 월, 수 / 09:30 ~ 10:45 / 제2공학관 강의실 [109호] 성적취득 구분 G

2. 강의교수 정보

고성안 이름 고성안 학과(전공) 컴퓨터공학과
이메일 주소 sungahn@postech.ac.kr Homepage https://sites.google.com/view/haiv/
연구실 전화 054-279-2249
Office Hours

3. 강의목표

In this course, students will learn various theoretical foundations related to data visualization. Additionally, through hands-on practice, they will develop the ability to represent complex real-world data using visualization techniques and analyze it effectively.

4. 강의선수/수강필수사항

5. 성적평가

- (coding) assignment (45%)
- midterm (10%), final (20%)— coding exams
- quiz (20%, 각 5%)
- participation (5%)

6. 강의교재

도서명 저자명 출판사 출판년도 ISBN
Visualization Analysis and Design (VAD)/ Tamara Munzner 0000

7. 참고문헌 및 자료

8. 강의진도계획

W1
Lecture: Introduction
Video: VAD Ch 1 What is Vis and Why do it?
https://www.youtube.com/watch?v=1GhZisgc6DI&ab_channel=TamaraMunzner

W2
Lecture: Introduction 2
Video: VAD Ch2 Data Abstraction,
https://www.youtube.com/watch?v=tBWMOSrASkE&ab_channel=TamaraMunzner
Video: Ch 5 Marks and Channels
(https://www.youtube.com/watch?v=xplSAMwlTmY&ab_channel=TamaraMunzner)

W3
Lecture: Visual Data Model
Video: VAD Ch 10 Color 1, 2
1 https://www.youtube.com/watch?v=QNDd_hvdORw&ab_channel=TamaraMunzner
2 https://www.youtube.com/watch?v=yUsL6a1d9n0&ab_channel=TamaraMunzner
Quiz 1 on W1~2 lecture
Coding Session 1
Assignment 1 (Basics of D3)

W4
Lecture: Visual Data Model #2
Video: VAD Ch 7 Arrange Tables
https://www.youtube.com/watch?v=YLuojf_ov78&list=RDCMUCnuYznpiC6fO0XyLKGAGFng&index=7&ab_channel=TamaraMunzner

Video: VAD Ch 8 Spatial Data
https://www.youtube.com/watch?v=YgOtivuo-h8&list=RDCMUCnuYznpiC6fO0XyLKGAGFng&index=19&ab_channel=TamaraMunzner

https://www.youtube.com/watch?v=qmPq7Zjybfw&list=RDCMUCnuYznpiC6fO0XyLKGAGFng&index=27&ab_channel=TamaraMunzner
W5
Lecture: Perception and Color
Quiz 2 on W3~W4 lecture

W6
Lecture and Video:
Multidimensional Visualization
VAD Ch 11&12 Interactive Views
11&12 I https://www.youtube.com/watch?v=dHSYXZMY96s&list=PLT4XLHmqHJBeB5LwmRmo6ln-m7K3lGvrk&index=18&ab_channel=TamaraMunzner

11&12 II https://www.youtube.com/watch?v=hxBRDRf_rTM&list=PLT4XLHmqHJBeB5LwmRmo6ln-m7K3lGvrk&index=19&ab_channel=TamaraMunzner
Assignment 2 (Implementing Basic Vis. (e.g., Line charts))

W7
Lecture: Time I
Video:
VAD Ch 13 Reduce Aggregation & Filtering
https://www.youtube.com/watch?v=3KjGpVo6JDU&list=PLT4XLHmqHJBeB5LwmRmo6ln-m7K3lGvrk&index=20&ab_channel=TamaraMunzner

VAD Ch 14 Embed Focus+Context
https://www.youtube.com/watch?v=A6NfuuAlENc&list=PLT4XLHmqHJBeB5LwmRmo6ln-m7K3lGvrk&index=21&ab_channel=TamaraMunzner

W8
Midterm (Coding) exam

W9
Lecture: Time II
Lecture: Graphs and Trees I
VAD Ch 9 Network Data
2. https://www.youtube.com/watch?v=rz_CiN0hPqM&ab_channel=TamaraMunzner
Coding Session 2
Assignment 3 (Animation and interaction)
W10
Lecture: Graphs and Trees II
Quiz 3 on W6~W9 lectures

W11
VAD Ch 3 Task Abstraction
(https://www.youtube.com/watch?v=pHljd-cgICY&ab_channel=TamaraMunzner)

VAD Ch 4 Nested Model
1. https://www.youtube.com/watch?v=KXswx4QSkHc&list=PLT4XLHmqHJBeB5LwmRmo6ln-m7K3lGvrk&index=5&t=15s&ab_channel=TamaraMunzner

2. https://www.youtube.com/watch?v=Yq2IkdgWr9Q&list=PLT4XLHmqHJBeB5LwmRmo6ln-m7K3lGvrk&index=6&t=6s&ab_channel=TamaraMunzner

VAD Ch 6 Rules of Thumb
https://www.youtube.com/watch?v=GTTWM8SzCnw&list=PLT4XLHmqHJBeB5LwmRmo6ln-m7K3lGvrk&index=8&ab_channel=TamaraMunzner

Coding Session 3
Assignment 4 (Dashboard design and implementation)

W12
Lecture: Storytelling
Quiz 4 on W10~W11 lectures

W13
Lecture: Animation

W14
Lecture: Collaboration
Lecture: Production, Presentation, Dissemination

W15
Final Exam

9. 수업운영

Theory

10. 학습법 소개 및 기타사항

11. 장애학생에 대한 학습지원 사항

- 수강 관련: 문자 통역(청각), 교과목 보조(발달), 노트필기(전 유형) 등

- 시험 관련: 시험시간 연장(필요시 전 유형), 시험지 확대 복사(시각) 등

- 기타 추가 요청사항 발생 시 장애학생지원센터(279-2434)로 요청