Inspiration
We have always wanted to save time on visiting restaurants that are truly worthy of queueing. However, the reviews left for the restaurants are sometimes overrated and it really disappoints us. Hence, we will like to avoid this kind of situation again by creating an AI for this.
What it does
It filters out the ads, irrelevant content and bot comments via AI.
How we built it
Removing duplicated reviews Remove Empty Reviews Remove Extra Spaces Cleaning textual data by removing special characters and converting text to lowercase. Expand Contractions Remove Stopwords Tokenizing reviews into individual words by converting into strings Handling missing values in features by replacing NAs with zero. Generating a binary label policy_violation based on rule-based heuristics.
Challenges we ran into
Pressing time limit.
Accomplishments that we're proud of
Managed to build an AI within a short period of time.
What we learned
Work allocation
What's next for Genuine AI
Collaborate with Google.
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