SmartSpaceAnalysis

UCI Data Science Capstone Project 2024

Enrichment:

• Space Hierarchy

  • UC Irvine > DBH Building > Floors 1-6 > WAP Coverage Region > Rooms ~150
  • Floors 1-6 > Room Type > Rooms (Rooms can consist of various types: Classroom, Office, Labs, Conference, Kitchen, Electrical)
  • Floors 1-6 > Departments > Sub-Departments > Rooms (ICS Department includes research areas such as AI, ML, ISG, Embedded Systems)

• User Hierarchy

  • UserId > Resident > Department > Sub-Departments > Staff/Faculty/Student
  • UserId > Visitor > Other

Analysis:

• Occupancy Analysis and Forecast
  • What types of events bring users from different groups together and how often?
  • Given data entries for the first two weeks of a new quarter, can room occupancy or interest be predicted for the entire quarter?