“Listing Embeddings for Similar Listing Recommendations and Real-time Personalization in Search”
From #Airbnb team
https://medium.com/airbnb-engineering/listing-embeddings-for-similar-listing-recommendations-and-real-time-personalization-in-search-601172f7603e
From #Airbnb team
https://medium.com/airbnb-engineering/listing-embeddings-for-similar-listing-recommendations-and-real-time-personalization-in-search-601172f7603e
Medium
Listing Embeddings in Search Ranking
Listing Embeddings for Similar Listing Recommendations and Real-time Personalization in Search Ranking
Digging into Airbnb data: reviews sentiments, superhosts, and prices prediction (part1)
Example of #AirBnB data research
Link: https://towardsdatascience.com/digging-into-airbnb-data-reviews-sentiments-superhosts-and-prices-prediction-part1-6c80ccb26c6a
Example of #AirBnB data research
Link: https://towardsdatascience.com/digging-into-airbnb-data-reviews-sentiments-superhosts-and-prices-prediction-part1-6c80ccb26c6a
Medium
Digging into Airbnb data: reviews sentiments, superhosts, and prices prediction (part1)
Airbnb is the leading and rapidly growing alternative to the traditional hotel networks. It collects a lot of data about their hosts and…
Discovering and Classifying In-app Message Intent at Airbnb
An article on how #AirBnB finds intent in conversations to make its service better.
Link: https://medium.com/airbnb-engineering/discovering-and-classifying-in-app-message-intent-at-airbnb-6a55f5400a0c
#NLP #intent
An article on how #AirBnB finds intent in conversations to make its service better.
Link: https://medium.com/airbnb-engineering/discovering-and-classifying-in-app-message-intent-at-airbnb-6a55f5400a0c
#NLP #intent
Machine Learning-Powered Search Ranking of Airbnb Experiences.
Post on how #AirBnB DS team built custom search, including notes on how they approached problem and what business results they achived.
Link: https://medium.com/airbnb-engineering/machine-learning-powered-search-ranking-of-airbnb-experiences-110b4b1a0789
#ranking #search #reallifeds #production
Post on how #AirBnB DS team built custom search, including notes on how they approached problem and what business results they achived.
Link: https://medium.com/airbnb-engineering/machine-learning-powered-search-ranking-of-airbnb-experiences-110b4b1a0789
#ranking #search #reallifeds #production
Applying deep learning to Airbnb search
Story of how #Airbnb research team moved from using #GBDT (gradient boosting) to #NN (neural networks) for search, with all the metrics and hypothesises.
Link: https://blog.acolyer.org/2019/10/09/applying-deep-learning-to-airbnb-search/
Story of how #Airbnb research team moved from using #GBDT (gradient boosting) to #NN (neural networks) for search, with all the metrics and hypothesises.
Link: https://blog.acolyer.org/2019/10/09/applying-deep-learning-to-airbnb-search/