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      Terms of Use

      Chapter 1 General Rule

      Article 1 (Purpose)

      The purpose of these Terms and Conditions shall be that the customer (hereinafter referred to as "Member") using all member information services (hereinafter referred to as "Service") provided by the K-MOOC (hereinafter referred to as the "Site") operated by the National Institute for Lifelong Education (hereinafter referred to as NILE) and the 'Site' specify the terms and procedures and other necessary matters regarding the use of the 'Services'.

      Article 2 (Effect and Change of Terms)

      1. This Agreement will be effective when the Member clicks the "Agree" button in response to the question "Do you agree with the Terms?"

      2. The 'Site' may change these Terms and Conditions, and the modified Terms will be announced to 'Member's for 7 days prior to the effective date and will be effective on the applicable date'

      3. If 'Member' does not agree to the modified terms, 'Member' may stop using the 'Service' and withdraw. If 'Member' continues to use the 'Services' after the terms have been changed, the 'Member' shall be deemed to have agreed to the terms of this Agreement.

      Article 3 (Regulations other than the Terms and Conditions)

      When any matters not specified in these Terms and Conditions are specified in relevant laws and regulations, they shall be governed by the relevant laws and regulations.

      Chapter 2 Membership sign-up and Service Usage

      Article 4 (Usage Contract)

      Use of the 'Service' is permitted only if the 'homepage' is permitted and the 'Member' agrees to the Terms and Conditions.

      Article 5 (Application for Use)

      1. In order to use this service, you must record your information on the form prescribed by 'this site'.

      2. The user information shown on the subscription form is considered actual data. Users who do not enter real information will not be legally protected.

      Article 6 (Approval of Use Application)

      1. The 'Site' approves the use of 'Service's when 'Member' makes a complete application by writing all matters correctly. However, the following cases are an exception.

      ① If the application is made using someone else's name

      ② If you have filed a false application for the membership application form

      ③ If you applied for the purpose of hindering social well-being, order or morals

      ④ If you interfere with another person's use of the site services or take actions such ass tealing the information

      ⑤ If you do the acts prohibited by laws and regulations and the terms from using the site

      ⑥ If you do not have enough membership requirements set by the site

      2. The information that the member enters is shown below. In addition to the information below, the 'Site' may require the 'Member' to enter additional information.

      - Required items: Email, real name, ID, password, country, gender, year of birth

      - Optional items: Place of residence, the highest level of education, purpose of enrollment

      Article 7 (Change of Contract Items and Information Retention/Use Period)

      1. The 'Member', if changes are made to the information entered when applying for 'Service', must correct it online.

      2. From the moment you register as a 'member', the 'site' can hold and use the information of 'member'.

      3. From the moment the 'Member' leaves the site, the information of the 'Member' will not be available on the site. However, in order to protect personal information, the 'Site' may retain the information of the 'Member' for 20 days from the moment when membership is withdrawn.

      Article 8 (Collection of Personal Information by Cookies)

      1. The 'Site' sends cookies to the user's personal computer to provide specialized services for each user.

      2. In order for the user to be able to use it conveniently with one login, he or she must accept cookies.

      3. Cookies are used to identify the characteristics of users who visit the 'site'.

      4. Users can selectively accept cookies by adjusting options in the web browser. If you refuse to accept cookies, you will not be able to use the services that require log-in.

      Chapter 3 Cancellation of Contract

      Article 9 (Cancellation of Contract)

      1. 'Member' may initiate complaints about the processing of member information through online.

      2. When a 'member' wishes to terminate the service use contract, he or she may request the termination of the contract by e-mail with his or her name, ID, date of birth, or you must apply for withdrawal in 'membership withdrawal' menu of member information correction.

      Article 10 (Disqualification)

      In the event of the following reasons, the 'Site' may cancel the use contract without any prior notice or terminate the service use by determining a period.

      1. If you missed the 'Basic Information' in Article 6 (2)

      2. If you register with false contents when you apply for membership

      3. If you have stolen someone's ID and password

      4. If you infringe the intellectual property rights of the site, other members or third parties

      5. If you do the act of harming social well-being and order, public morals

      6. In the event of an act that damages or causes disadvantage to others' honor

      Chapter 4 Responsibility

      Article 11 (The Obligations of the 'Site')

      1. In order to facilitate the use of the sites affiliated with the 'Site', the 'Site' may share the information of the 'Member' with the affiliated sites, and for the purpose of sharing, the 'Site' can send cookies to the computer of 'Member'.

      2. The 'Site' does not disclose or distribute the personal information of 'Member' which is known by 'Service' provision to a third party without the consent of the user. However, the following exceptions apply.

      ① If there are special regulations in laws such as Act on Financial Real Name Transaction and Confidentiality, Use and Protection of Credit Information, Basic Law of Telecommunications, Telecommunications Business Act, Local Tax Act, Consumer Protection Act, Bank of Korea Act and Criminal Procedure Act

      ② When necessary for statistical writing / academic research or market research, if it is provided in an unidentifiable form for a specific individual

      ③ The 'Site' may use all or part of the information of 'Member' as statistical data related to the business'

      ④ The 'Site' strives to ensure that the 'Service' operates consistently and reliably. If the 'Service' is interrupted for any unavoidable reason, we will do our best to repair and recover it without delay. However, in case of natural disasters, emergencies, periodic system inspections and the necessity of 'NILE', we may stop or suspend the service temporarily.

      Article 12 (Consent on the Use of 'Member' Information)

      1. NILE operates various websites in addition to this site. NILE collects member's information for the purpose of providing services of the main site and various subsites operated by NILE, and can use the collected information of members.

      2. The 'Site' may be affiliated with various education related associations and business operators for the quality of their services and may share their membership information. In such case, the 'Site' shall disclose the partnership, purpose, and contents to the Terms in this Article and shall be provided to the Affiliates after the consent of 'Member' is obtained.'

      3. The consent of the 'Member' under the provisions of this Article shall be effected by clicking the button for subscribing to the information service provided in the Terms and Conditions and the entry screen of member enrollment information.

      Article 13 (Obligations of Member)

      1. 'Member's are responsible for the management of their ID and password.

      2. 'Member' shall not assign, give, loan his or her ID to another person or allow others to use it.

      3. If your ID is used improperly, the 'Member' must notify it to NILE.

      4. "Member" can not use the data registered in the post to conduct sales activities.

      5. 'Member' must receive a notice mail from the "Site".

      Article 14 (Member Posts)

      1. Posts include all writings made by members on the various boards of the 'Site'.

      2. Any loss or problem arising out of the information posted by members and Q&A is solely the responsibility of the member, and the 'site' is not responsible for it unless it is the intention of the 'site'.

      3. In the event of any claims, lawsuits, or any other disputes against the 'site' arising out of any third party due to the member' s posting, the member shall bear the cost of the settlement and process the dispute for the site, In the event that the 'Site' compensates the third party or damages occur to the 'Site', the member shall compensate the 'Site'.

      4. The 'Site' shall delete member's post without prior notice in the event that the post of the 'Member' fall under any of the following: However, the 'site' does not have any obligation to inspect or censor the post.

      ① If you defame a third party by slander

      ② In case of contents that hinder public order or good morals

      ③ In case of infringement of copyright of the 'Site' or copyright of third party etc.

      ④ When the posting period stipulated in the 'Site is exceed

      ⑤ In case of a commercial post, a money-making advertisement, a good luck letter, etc.

      ⑥ In case of not meeting the purpose of site opening

      ⑦ When other applicable laws and regulations are violated

      5. The 'Site' can process, sell, publish, etc. using the posts registered by 'Member's.'

      Chapter 5 Information Provision

      Article 15 (Information Provision)

      The 'Site' may transmit the necessary information or advertisement to 'Member' by e-mail or letter mail. If 'Member' dose not want this, the 'Member' can refuse the information from the subscription application menu and the member information modification menu. However, we may send a notice mail of the 'Site' of Article 13 (5) to the member who has refused to receive the information.

      Chapter 6 Exemption from Responsibility and Indemnification

      Article 16 (Responsibility)

      1. The 'Site' shall not be liable for any damages incurred to the 'Member' in connection with the use of the 'Service' unless there is intent or gross negligence of the 'Site'.

      2. The 'Site' does not endorse or warrant the appropriateness, accuracy, timeliness, credibility of information, products, services, software, graphics, voice and video related to the use of the 'Service'.

      Article 17 (Exemption from Responsibility)

      'NILE' will not be held responsible for any problems occurred to 'Member if disruption of service is due to natural disasters or unavoidable circumstances.

      Article 18 (Competent Court)

      The court shall be the court having jurisdiction over the location of the "NILE" or the court under the civil procedure law of the Republic of Korea.

      The laws of the Republic of Korea shall apply to the interpretation and application of these Terms and the settlement of any dispute relating to these Terms and Conditions.

      Copyright protection policy

      Copyright protection policy

      CCL (Creative Commons License)

      CCL is a free-use license that allows others to use their creations freely under certain conditions.



      Terms and conditions of permission

      Attribution (Author Display)


      It is an essential provision included in the license that the author must be indicated, such as the author's name and source.


      Noncommercial


      The work is not available for profit. It means that in order to use for profit, a separate contract is required.


      No Derivative Works


      It means that it is prohibited to change the work or to produce secondary works using the work.


      Share Alike (Allow to change the same conditions)


      It means that secondary works should be allowed to be produced, but the same license as the original works should be applied to secondary works.



      Terms and conditions of permission




      Author Indication (CC BY)


      You must mark the author's name, title of the work, and source.







      Author Indication-Non-Profit (CC BY-NC)


      If you reveal the author, you can use it freely, but you cannot use it for profit.







      Author Indication-No Change (CC BY-ND)


      If you reveal the author, you can use it freely, but you have to use it as it is without any changes.







      Author Indication-Allow to change the same conditions (CC BY-SA)


      If you reveal the author, you can freely use it and change the work, but the same license as the one applied to the original work should be applied to the secondary work.







      Author Indication-Non-Profit-Allow to change the same conditions (CC BY-NC-SA)


      It can be used if the author is identified, and the work can be changed, but it cannot be used for profit, and the same license as the original work must be applied to the secondary work.







      Author Indication-Non-Profit-No Change (CC BY-NC-ND)


      If you reveal the author, you can use it freely, but it cannot be used for profit and must be used as it is without change.




      Multilingual settings

      Home Courses Social Business Administration & Economics

      Course Introduction
      수업내용(Summary)

      사회과학 연구에서 지리정보체계(GIS)를 효과적으로 활용하는 방법을 실습과 함께 강의한다. QGIS 소프트웨어를 사용해 엑셀 데이터를 벡터 데이터로 변환하고, 지역 단위 변수로 지도를 제작하며, 라스터 자료를 활용해 수치 지리 자료로 변환하는 방법을 설명한다. 또한 최신 연구 동향을 반영하여 비정형 데이터, 빅데이터, 딥러닝 기법을 접목한 연구 방법도 실습한다. 수강생들에게는 다양한 공간 데이터를 처리하고 생산하여 연구에 적용하는 방법을 배우고 궁극적으로 실증 연구자로 성장하는 계기가 될 것이다.


      This course teaches how to effectively utilize the Geographic Information System (GIS) in social science research with practice. It explains how to convert Excel data into vector data using QGIS software, produce a map with regional variables, and convert it into numerical geographic data using raster data. In addition, we will practice research methods that combine unstructured data, big data, and deep learning techniques to reflect the latest research trends. It will serve as an opportunity for students to learn how to process and produce various spatial data, apply it to research, and ultimately grow into empirical researchers.

      - 교재(Textbook): 없음(None)

      학습목표(Course Objective)
      1. GIS의 기본적인 개념을 설명하고, 실제 사회과학 연구에서 어떻게 GIS 데이터가 활용되는지 이해한다(Students explain the basic concepts of GIS and understand how GIS data is used in actual social science researches).
      2. QGIS를 사용하여 엑셀 형태의 데이터를 벡터 데이터로 만들고, 또 지역 단위 변수를 바탕으로 나만의 지도를 만들 수 있다(Students can convert Excel format data, using QGIS, into vector data and create their maps based on regional variables).
      3. 라스터 데이터를 활용하여 지역 단위 자료로 변환할 수 있다(Students can use raster data to convert it into regional data).
      4. 벡터 데이터의 좌표를 수정하고 새로 저장할 수 있다(Students can modify the coordinates of vector data and save it as a new one).
      5. GIS 자료를 활용하여 영상 처리에 특화된 딥러닝을 할 수 있다(Students can use GIS data to perform a deep learning specialized in image processing).

      운영일정(Schedule)

      - 운영 방식(Type): 상시형 강좌(Certificate of completion can be issued at any time after meeting the criteria)

      이수 기준(Completion Criteria)

      - 평가 기준(Evaluation): 중간퀴즈(Midterm Exam) 50%, 기말시험(Final Exam) 50%

      - 이수 기준(Completion): 총점 60점 이상 획득 후 설문조사 응답 시 이수증 발급 (Achieve more than 60% in total, and take part in the survey)

          * 토론, 보고서 및 설문조사 답변은 성적에 반영되지 않습니다(Debates, Reports, and Survey responses are not considered for your score).

      문의처(Contact)

      - 강의실 내 Q&A 게시판 (the online Q&A board)

      - 이메일(E-mail): kekasnu@gmail.com

      Syllabus

      주차(Weeks)

      주차명(Titles)

      1

      GIS와 사회과학

      GIS and Social Sciences

      2

      GIS 실습 (벡터 데이터 1)

      GIS Practice (Vector Data 1)

      3

      GIS 실습 (벡터 데이터 2)

      GIS Practice (Vector Data 2) 

      4

      GIS 실습 (라스터 데이터 1)

      GIS Practice (Raster Data 1)

      5

      GIS 실습 (라스터 데이터 2)

      GIS Practice (Raster Data 2) 

      중간 퀴즈(객관식 문항) / Mid-term Exam (Multiple choice questions)

      6

      GIS 실습 (지오레퍼런싱)

      GIS Practice (Georeferencing)

      7

      GIS 실습 (벡터 데이터 만들고 수정하기)

      GIS Practice (Creating and Modifying Vector Data)

      8

      GIS 실습 (역사 지도 지오레퍼런싱 하기)

      GIS Practice (Georeferencing Historical Maps)

      9

      GIS와 딥러닝을 활용한 사회과학 연구 소개

      ocial Science Research using GIS and Deep Learning

      10

      GIS 데이터를 활용한 컴퓨터 비전 딥러닝 실습

      GIS Data-based Deep Learning for Computer Vision

      기말 시험(객관식 문항) / Final Exam (Multiple choice questions)



      Preview
      Course Operators

      • Prof. Hyunjoo Yang

        1. 소속(Affiliation): 서강대학교 경제대학 부교수 (School of Economics, Sogang University)

        2. 최종 학력(Education): Brown University 졸업(경제학박사)

        3. 대표 연구(Selected Publications)

        "In strongman we trust: The political legacy of the New Village Movement in South Korea", American Journal of Political Science 67(4), 2023; "The effects of South Korean Protestantism on human capital and female empowerment, 1930–2010", Journal of Comparative Economics 51(2), 2023. 외 다수


      • 서울대학교 한국경제와 K 학술확산 연구센터

        (Center for Korean Economy and K-Academics at Seoul National University)


        K-MOOC 담당조교(Teaching Assistant)

        연락처(Contact): kekasnu@gmail.com

      Other / Inquiries
      kekasnu@gmail.com

      Field Social (Business Administration & Economics)

      Difficulty advanced

      Operating Institute KEKA_SNU

      Certificate Unissued

      Week 12 Week

      Learning recognition time 28Hour 00Minute (09Hour 18Minute)

      Course Registration Period 25.01.14 ~ 25.12.31

      Course Duration 25.01.14 ~ 25.12.31

      Phone Number 02-880-2133

      Subtitle language 한국어 Others 2ea

      Course language 한국어(ko)

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