View on GitHub

CMSC-33580-1

The Value of Data

Schedule

Please, check out this schedule frequently as it will likely change a bit throughout the quarter. In addition, I will post readings for each week the previous week.

Lecture Date Lecture Keywords Readings
1 03/22 What is the Value of Data? Theory of the Value of Data 1/2 1. Introductions, 2. The Data Ecology Agenda and the role of the “value of data” 3. what is the value of data? why do we care? Come ready with an answer to “what is the value of data?” and read 1-.Carriere-Swallow, Mr Yan, and Mr Vikram Haksar. The economics and implications of data: an integrated perspective. International Monetary Fund, 2019. 2-. Jeannette Wing. The Data Life Cycle. HDSR, 2019.
2 03/29 What is the Value of Data? Systematization of the Value of Data 2/2 1. systematization of the value of data 2. paper discussion 1-. Mike Fleckenstein, Ali Obaidi, and Nektaria Tryfona A Review of Data Valuation Approaches and Building and Scoring a Data Valuation Model HDSR 2023 2-. Malika Bendechache, Judie Attard, Malick Ebiele, Rob Brennan. A Systematic Survey of Data Value: Models, Metrics, Applications and Research Challenges IEEE Access 2023
 
9 05/17 The Data Ecology Research Agenda   TBD