TSMO 2024
Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth in conjunction with KDD Conference (KDD 2024) in Barcelona, Spain
Workshop time: 9am-1pm Monday, August 26th, 2024
Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth in conjunction with KDD Conference (KDD 2024) in Barcelona, Spain
Workshop time: 9am-1pm Monday, August 26th, 2024
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.
The two-sided marketplaces are almost entirely data-driven. Machine learning powered methods and algorithms are essential in every aspect of two-sided marketplaces. This workshop aims to bring practitioners of two-sided marketplaces together and discuss the evolution of content ranking, recommendation systems, and data mining when solving for producers and consumers on these platforms. Additionally, the workshop will cover Generative AI applications in these platforms and how they are changing the ecosystem.
Workshop Paper Submission link: https://easychair.org/conferences/?conf=tsmo2024
KDD Registration link: https://kdd2024.kdd.org/registration
Dates
Submission - May 28, 2024 June 9, 2024
Decision - June 28, 2024 July 1, 2024
Camera-ready - July 6, 2024 August 20, 2024
Workshop - August 26, 2024
The topics of this workshop include, but are not limited to, the following:
Search in two-sided marketplaces
Recommendation Systems in two-sided marketplaces
Generative AI applications in two-sided marketplaces
Embedding applications in two-sided marketplaces
Retrieval-augmented generation (RAG) applications in two-sided marketplaces
Growth and Monetization for two-sided marketplaces
Marketing Strategies
Dynamic Pricing and Price Recommendations
Fraud and fake-content Detection
Privacy
Battle scars and lessons learned from deploying real-world systems
Format
Papers must be submitted in PDF in ACM Conference Proceeding template (two column format). Submissions should not exceed 8 pages plus up to one additional page of references.
Microsoft Word template guideline: https://www.acm.org/publications/proceedings-template
LaTeX template guideline: https://www.overleaf.com/latex/templates/association-for-computing-machinery-acm-sig-proceedings-template/bmvfhcdnxfty
The recommended setting for Latex documents is: \documentclass[sigconf, review]{acmart}
The MAIN CONTACT organizer’s e-mail: mihajlo.grbovic@airbnb.com