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How does my social network play into recommendations. I often find myself asking friends with similar tastes for suggestions as random reviews online are not trustworthy, I don't think the crowd average informs me much plus food bloggers who review restuarants seem to be too out there for me. How does one personalize these reccos?

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Love this and we've been thinking about it a lot. I'd say that most UGC platform ratings fall into the base rate fallacy and there is a lot more information available that could be leveraged for recommendations. A very indicative question of the direction we're looking to go is "Will I like this place given that people I trust recommend it?"

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