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About Final Report
This document summarizes a project to build a recommender system for the Crowdhelix platform. The project involved developing a proof of concept to connect new seeking posts on the platform with existing users and organizations. Key activities included taking an online course on recommender systems, setting up the Python work environment, analyzing the Crowdhelix data through SQL queries, and developing an ETL process to transform the data for modeling. Models tested included bag-of-words, topic modeling, neural networks, and a recommender engine was proposed to match posts and profiles. The project was implemented in Python notebooks and aimed to improve matching on the Crowdhelix collaboration platform.
Detailed Information
| Author: | ['georgiospap'] |
|---|---|
| Publication Year: | 2022 |
| Pages: | 60 |
| Language: | English |
| Format: | |
| Price: | FREE |
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