Keyword decisions in sponsored search advertising: A literature review and research agenda

Y Yang, H Li - Information Processing & Management, 2023 - Elsevier
In sponsored search advertising (SSA), keywords serve as the basic unit of business model,
linking three stakeholders: consumers, advertisers and search engines. This paper presents …

Display advertising with real-time bidding (RTB) and behavioural targeting

J Wang, W Zhang, S Yuan - Foundations and Trends® in …, 2017 - nowpublishers.com
The most significant progress in recent years in online display advertising is what is known
as the Real-Time Bidding (RTB) mechanism to buy and sell ads. RTB essentially facilitates …

Optimal real-time bidding for display advertising

W Zhang, S Yuan, J Wang - Proceedings of the 20th ACM SIGKDD …, 2014 - dl.acm.org
In this paper we study bid optimisation for real-time bidding (RTB) based display advertising.
RTB allows advertisers to bid on a display ad impression in real time when it is being …

Sponsored search auctions: Recent advances and future directions

T Qin, W Chen, TY Liu - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
Sponsored search has been proven to be a successful business model, and sponsored
search auctions have become a hot research direction. There have been many exciting …

Real time bid optimization with smooth budget delivery in online advertising

KC Lee, A Jalali, A Dasdan - … of the seventh international workshop on …, 2013 - dl.acm.org
Today, billions of display ad impressions are purchased on a daily basis through a public
auction hosted by real time bidding (RTB) exchanges. A decision has to be made for …

Multiplicative pacing equilibria in auction markets

V Conitzer, C Kroer, E Sodomka… - Operations …, 2022 - pubsonline.informs.org
Budgets play a significant role in real-world sequential auction markets such as those
implemented by internet companies. To maximize the value provided to auction participants …

Bid optimization by multivariable control in display advertising

X Yang, Y Li, H Wang, D Wu, Q Tan, J Xu… - Proceedings of the 25th …, 2019 - dl.acm.org
Real-Time Bidding (RTB) is an important paradigm in display advertising, where advertisers
utilize extended information and algorithms served by Demand Side Platforms (DSPs) to …

Real-time bidding benchmarking with ipinyou dataset

W Zhang, S Yuan, J Wang, X Shen - arxiv preprint arxiv:1407.7073, 2014 - arxiv.org
Being an emerging paradigm for display advertising, Real-Time Bidding (RTB) drives the
focus of the bidding strategy from context to users' interest by computing a bid for each …

Smart pacing for effective online ad campaign optimization

J Xu, K Lee, W Li, H Qi, Q Lu - Proceedings of the 21th ACM SIGKDD …, 2015 - dl.acm.org
In targeted online advertising, advertisers look for maximizing campaign performance under
delivery constraint within budget schedule. Most of the advertisers typically prefer to impose …

Online joint bid/daily budget optimization of internet advertising campaigns

A Nuara, F Trovò, N Gatti, M Restelli - Artificial Intelligence, 2022 - Elsevier
Pay-per-click advertising includes various formats (eg, search, contextual, social) with a total
investment of more than 200 billion USD per year worldwide. An advertiser is given a daily …