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KDD 2025Workshop Summaries

TSMO 2025: Two-sided Marketplace Optimization: Search, Discovery, Matching, Pricing & Growth

Mihajlo Grbovic, Vladan Radosavljevic, Amit Goyal, Rui Song 0006, Minmin Chen, Zhiwei Qin 0001, Katerina Iliakopoulou-Zanos, Thanasis Noulas, Hongtu Zhu, Fabrizio Silvestri

PDF 由论文原始站点提供,PaperCompass 不保存论文文件。DOI 10.1145/3711896.3737862 ↗

摘要

In recent years, two-sided marketplaces have emerged as viable business models in many real-world applications. In particular, we have moved from the social network paradigm to a network with two distinct types of participants representing the supply and demand of a specific good. Examples of industries include but are not limited to accommodation (Airbnb, Booking.com), video content (YouTube, Instagram, TikTok), ridesharing (Uber, Lyft), online shops (Etsy, Ebay, Facebook Marketplace), music (Spotify, Amazon), app stores (Apple App Store, Google App Store) or job sites (LinkedIn). The traditional research in most of these industries focused on satisfying the demand. OTAs would sell hotel accommodation, TV networks would broadcast their own content, or taxi companies would own their own vehicle fleet. In modern examples like Airbnb, YouTube, Instagram, or Uber, the platforms operate by outsourcing the service they provide to their users, whether they are hosts, content creators or drivers, and have to develop their models considering their needs and goals.