75 citations · 94 across the 11 of their papers we have counts for
15 papers
Location Aware Embedding for Geotargeting in Sponsored Search Advertising
Jelena Gligorijevic, Djordje Gligorijevic, Aravindan Raghuveer +2
Web search has become an inevitable part of everyday life. Improving and monetizing web search has been a focus of major Internet players. Understanding the context of web search q…
BiListing: Modality Alignment for Listings
Guillaume Guy, Mihajlo Grbovic, Chun How Tan +1
Airbnb is a leader in offering travel accommodations. Airbnb has historically relied on structured data to understand, rank, and recommend listings to guests due to the limited cap…
Revenue Maximization of Airbnb Marketplace using Search Results
Jiawei Wen, Hossein Vahabi, Mihajlo Grbovic
Correctly pricing products or services in an online marketplace presents a challenging problem and one of the critical factors for the success of the business. When users are looki…
Proceedings of the 2017 AdKDD & TargetAd Workshop
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic +4
Proceedings of the 2017 AdKDD and TargetAd Workshop held in conjunction with the 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining Halifax, Nova Scotia, Canada.
iPhone's Digital Marketplace: Characterizing the Big Spenders
Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello +2
With mobile shopping surging in popularity, people are spending ever more money on digital purchases through their mobile devices and phones. However, few large-scale studies of mo…
Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic +3
Tourism industry has grown tremendously in the previous several decades. Despite its global impact, there still remain a number of open questions related to better understanding of…
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic +6
Sponsored search represents a major source of revenue for web search engines. This popular advertising model brings a unique possibility for advertisers to target users' immediate…
How Many Folders Do You Really Need?
Mihajlo Grbovic, Guy Halawi, Zohar Karnin +1
Email classification is still a mostly manual task. Consequently, most Web mail users never define a single folder. Recently however, automatic classification offering the same cat…
Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic +2
We consider the problem of personalization of online services from the viewpoint of ad targeting, where we seek to find the best ad categories to be shown to each user, resulting i…
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content
Nemanja Djuric, Hao Wu, Vladan Radosavljevic +2
We consider the problem of learning distributed representations for documents in data streams. The documents are represented as low-dimensional vectors and are jointly learned with…
Network-Efficient Distributed Word2vec Training System for Large Vocabularies
Erik Ordentlich, Lee Yang, Andy Feng +5
Word2vec is a popular family of algorithms for unsupervised training of dense vector representations of words on large text corpuses. The resulting vectors have been shown to captu…
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric +2
As one of the leading platforms for creative content, Tumblr offers advertisers a unique way of creating brand identity. Advertisers can tell their story through images, animation,…
E-commerce in Your Inbox: Product Recommendations at Scale
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric +4
In recent years online advertising has become increasingly ubiquitous and effective. Advertisements shown to visitors fund sites and apps that publish digital content, manage socia…
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior
Farshad Kooti, Kristina Lerman, Luca Maria Aiello +3
Consumer spending accounts for a large fraction of the US economic activity. Increasingly, consumer activity is moving to the web, where digital traces of shopping and purchases pr…
Evolution of Conversations in the Age of Email Overload
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic +2
Email is a ubiquitous communications tool in the workplace and plays an important role in social interactions. Previous studies of email were largely based on surveys and limited t…