Lab Report 01.10.2024 - bounswe/bounswe2024group1 GitHub Wiki

๐Ÿ“… Date 01.10.2024

โœ”๏ธ Participant List

  • Mehmet Efe AKCA
  • Nazire ATA
  • Enes BASER
  • Cagatay COLAK
  • Aslฤฑ GOK
  • Tarฤฑk Can ร–zden
  • Ahmet Enes Semerci
  • Atakan YASAR

๐Ÿ“‘ Work Done During the Lab (Deliverables)

  1. Discussed the requirements in the Requirements Specification document ๐Ÿ”— Document Link

  2. Discussed the selection of W3C standard of the project

  3. Elicited requirements with client, received following deliverables (not exhaustive):

    • Implement a recommendation algorithm
  1. Discussed recommendation algorithms that can be used:
    • Vectorization of the users & posts with programming languages to find cosine similarity:
      • For each user (0 for languages not followed and 1 for languages followed),
      • For each posted question (0 if language not in tags and 1 if language in tags)
    • Vectorization of the posts with doc2vec embeddings:
      • Users' vectors can be the average of the vectors of liked posts.
      • Posts' vectors can be calculated by concatenating title and descriptions with doc2vec embeddings.
    • Graph based recommendations using Graph Databases.

๐Ÿ“Œ Action Items

  1. Created Customer Milestone-1

References