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Objectives

The goal in this project is to provide a user-friendly solution for finding suitable meeting rooms within Aalto Campus.

Use cases might include

  • Helping users find suitable rooms easily without specifying multiple search parameters
  • Finding an available meeting rooms when users current favorite rooms are unavailable
  • Recommending new rooms to users to be added in their favorite list

Solution

  • Room recommender service uses a content-based recommender model based on Aalto room booking data from ASIO system.
  • Room parameters used: room_type, room_category, #persons, square_meters
  • Model is a memory based model where each room is transformed into a numerical vector and room similarity is calculated by using cosine similarity (the angle between room vectors)

Technical documentation can be found in Aalto Git version control 

Project source code

See https://version.aalto.fi/gitlab/bergstt2/room-recommender

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