Others

Recommended document/videos

• 신임교원 인터뷰 (유니스트 컴퓨터공학과 김정훈)

• How to read a paper (S. Keshav)

• 아주 쉬운 논문쓰기 (KAIST 원유집)

• How to do research (Keogh)

• Lessons learned from 1K research paper rejections (Chroistos Faloutsos)

• 한국교육학회지 뉴스레터 2009년 9월호, 오욱환 교수, 학문을 직업으로 삼으려는 젊은 학자들을 위하여 

• 당신과 당신의 연구 (You and Your research)

• An Aspiring Scientist’s Frustration with Modern-Day Academia: A Resignation 

• https://newspeppermint.com/2013/09/23/epfl/

• http://icecap.us/index.php/go/joes-blog/a_window_into_academia_via_a_resignation_letter1/

• MIT Commencement 2013: Drew Houston, Guest Speaker 

• https://www.youtube.com/watch?v=dHVD-ZH6DGY&ab_channel=MITInstituteEvents

• https://www.youtube.com/watch?v=ZRXE7lX8wA8&ab_channel=%EC%8A%A4%ED%85%8C%EC%9D%B4%EC%A7%805

Recommended book

• Kleinberg, Jon, and Eva Tardos. "Algorithm design." Pearson, 2013.

• Cormen, Thomas H., et al. "Introduction to algorithms". MIT press, 2022.

• Leskovec, Jure, Anand Rajaraman, and Jeffrey David Ullman. "Mining of massive data sets." Cambridge university press, 2020

• Tan, Pang-Ning, Michael Steinbach, and Vipin Kumar. "Introduction to data mining". Pearson, 2018.

• Han, Jiawei, Jian Pei, and Hanghang Tong. "Data mining: concepts and techniques." Morgan kaufmann, 2022

• Newman, Mark. "Networks." Oxford university press, 2018.

• Easley, David, and Jon Kleinberg. "Networks, crowds, and markets." Cambridge Books, 2012.

• Sipser, Michael. "Introduction to the Theory of Computation." Course Technology Inc, 2011.

• Arora, Sanjeev, and Boaz Barak. "Computational complexity: a modern approach." Cambridge university press, 2009.

• Vazirani, Vijay V. "Approximation algorithms." Springer-Verlag New York Inc, 2001.

Recommended lecture

• 학술논문 작성법 https://www.edwith.org/howtopaper

• Network science https://www.youtube.com/watch?v=1T5-BG6yngM&list=PLriUvS7IljvkGesFRuYjqRz4lKgodJgh2

• Social network analysis https://www.youtube.com/watch?v=vcDdv-EyTwg&list=PLriUvS7IljvmBNGqEhxJEpF0FxDKtgcmq

• Networks, Crowds and Markets https://www.edx.org/course/networks-crowds-and-markets?index=product_value_experiment_a&queryID=77b41f202c2522f609b179eb4c132c91&position=1

• Computability, Complexity & Algorithms https://www.udacity.com/course/computability-complexity-algorithms--ud061

• Advanced Data Structure https://courses.csail.mit.edu/6.851/spring21/

• CS224W https://www.youtube.com/watch?v=JAB_plj2rbA&list=PLoROMvodv4rPLKxIpqhjhPgdQy7imNkDn

• CLRS https://ocw.mit.edu/courses/6-046j-introduction-to-algorithms-sma-5503-fall-2005/

• Algorithms (Book: Algorithms)

  1. Part 1: https://www.coursera.org/learn/algorithms-part1#about

  2. Part 2:  https://www.coursera.org/learn/algorithms-part2#about

• Approximation Algorithm

  1. Part 1: https://www.coursera.org/learn/approximation-algorithms-part-1

  2. Part 2 : https://www.coursera.org/learn/approximation-algorithms-part-2

• https://www.coursera.org/learn/approximation-algorithms

• 그래프와 추천 시스템: https://www.boostcourse.org/ai211/joinLectures/316864