arXiv:2607.00280v1 Announce Type: new Abstract: Airbnb is a community based on connection and belonging -- many hosts on Airbnb are everyday people who share their worlds to provide guests with the feeling of connection and being at home; Airbnb strives to connect people and places. Among our efforts to connect guests and hosts, we provide tools to enable hosts to set competitive prices, which helps improve affordability for guests while helping hosts get more bookings. We also personalize the guest experience to show them the listings that match their needs. To help inform these efforts, we c
This research is likely part of ongoing efforts by platforms like Airbnb to continuously optimize their operations and user experiences using advanced analytics.
It demonstrates the continuous application of AI and data science in optimizing two-sided marketplaces, which impacts platform efficiency and user satisfaction.
This specific paper does not introduce a game-changing technical breakthrough but rather applies existing AI/ML techniques to a known business problem.
- · Airbnb
- · Users of two-sided marketplaces
Improved pricing and personalization on platforms like Airbnb.
Potentially increased user engagement and retention due to better matching and affordability.
Further entrenchment of data-driven optimization as a standard for digital platforms.
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Read at arXiv cs.LG