acmpesuecc/Recommendation-System

Add more features which can be connected to the present file

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#1 opened on Oct 14, 2021

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 (6 comments) (0 reactions) (0 assignees)Jupyter Notebook (3 forks)auto 404
50+easyenhancementgood first issuehacktoberfest

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Description

Describe the feature to be enhanced

At the moment genre is the only feature that is being used to compare the values, this appears to heavily limit the recommendation system. image ,correspondingly this must be updated elsewhere in the code.

Tasks

A minimum of three-four other features in the respective file.

Expected behaviour post enhancement

The expectation is for the recommendations to be based on more than just genre

Bounty rules

  • Bounty points -> If you have completed the tasks ( 50 points )
  • Brownie points -> If you have added an extra feature that was not mentioned (5 points)
  • Enthusiasm points -> Added in the end if a PR has gone above and beyond (10 points)

Contributor guide

Research direction
Examine the existing recommendation logic in the notebook to understand how genre is used, then identify additional features from the dataset (e.g., ratings, year, cast) and implement them in the similarity computation.
Tech stack
pythonpandasnumpy
Domain
backenddata
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
GitPython
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65