SemesterFall Semester, 2025
DepartmentFreshman Class of Department of Computer Science Sophomore Class of Department of Computer Science Junior Class of Department of Computer Science Senior Class of Department of Computer Science
Course NameData Analysis and Practice for Social Media
InstructorHSIEH PEI-HSUAN
Credit1.0
Course TypeElective
Prerequisite
Course Objective
Course Description
Course Schedule

  • Intro. of Social Media, Social Network, and Social Marketing

           (Borgatti et al., 2024, Ch 1) (R & S, 2023, Ch 3) -3HRS




  • Networking and User Interface Design

    (RSP, 2023, Ch 1, 2, 3, 5) -3HRS

  • Data Types and Analysis Methods - Statistics/Python

    (Borgatti et al., 2024, Ch 2,4, 17) (R & S, 2023, Ch 4, 8) -3HRS

  • Business Analytics and Visualization Tools

    (Borgatti et al., 2024, Ch 7) -3HRS

  • Database Management and Website/App/Software Design

    (Borgatti et al., 2024, Ch 5) (R & S, 2023, Ch 9) -3HRS

  • Networking and Experiential Design

    (RSP, 2023, Ch 4, 6, 8, 9, 10) -3HRS

  • Concluding Remarks and Ind. Reflection & Presentation



       (See “Course Related Links” below) -3HRS


Teaching Methods
Teaching Assistant

NA


Requirement/Grading

Attendance: 14%



Personal final report/reflection: 30%



In-session practices and discussion: 56%


Textbook & Reference

  • Borgatti, S. P., Everett, M. G., Johnson, J. C., & Agneessens, F. (2024). Analyzing social networks (3rd eds.). Thousand Oaks, CA: Sage.

  • Borgatti, S. P., Everett, M. G., Johnson, J. C., & Agneessens, F. (2022). Analyzing social networks using R. Thousand Oaks, CA: Sage. https://sites.google.com/view/asnr-2022/home


  • Borgatti, S. P., Everett, M. G., & Johnson, J. C. (2018). Analyzing social networks (2nd eds.). Thousand Oaks, CA: Sage. 

    https://sites.google.com/site/analyzingsocialnetworks/ and https://study.sagepub.com/borgatti2e 

  • Borgatti, S. P., Everett, M. G., & Johnson, J. C. (2013). Analyzing social networks (1st eds.). Thousand Oaks, CA: Sage.

  • Rajnish, R. & Srivastava, M. (2023). Web data mining with Python: Discover and extract information from the web using Python. BPB Online.

  • Rogers, Y., Sharp, H., & Preece, J. (2023). Interaction design: Beyond human-computer interaction (6th eds.). John Wiley & Sons.



Russell, M. A., & Klassen, M. (2019). Mining the social web (3rd ed.). Sebastopol, CA:


Urls about Course
ourse Related Links: • Borgatti, Steve P. https://sites.google.com/site/steveborgatti/home • Hanneman, Robert A. Introduction to Social Network https://faculty.ucr.edu/~hanneman/ • https://www.youtube.com/watch?v=GFfaD-kVe_A • https://www.youtube.com/watch?v=pp1PoMiCQlk  https://www.youtube.com/channel/UC2QFG7uIVxkFQ3xZbohKl-Q • https://www.youtube.com/@ssriutube/videos
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