AI-based Strategies in Combating Ad Fraud in Digital Advertising: Implementations, and Expected Outcomes

S Agrawal, S Nadakuditi - International Journal of …, 2023 - publications.dlpress.org
The digital advertising industry faces significant challenges due to ad fraud, which
encompasses various deceptive practices such as click fraud, domain spoofing, ad injection …

The Impacts of User Experience Metrics on Click-Through Rate (CTR) in Digital Advertising: A Machine Learning Approach

A Shah, S Nasnodkar - Sage Science Review of Applied …, 2021 - journals.sagescience.org
Abstract The prediction of Click-Through Rate (CTR) in digital advertising serves as a critical
metric for both advertisers and publishers, as it directly impacts the effectiveness and …

[PDF][PDF] Click through Rate Effectiveness Prediction on Mobile Ads Using Extreme Gradient Boosting.

AA Moneera, AQ Maram, AJ Azizah… - … , Materials & Continua, 2021 - academia.edu
Online advertisements have a significant influence over the success or failure of your
business. Therefore, it is important to somehow measure the impact of your advertisement …

Functional Optimization Reinforcement Learning for Real-Time Bidding

Y Lu, C Lu, N Bandyopadhyay, M Kumar… - arXiv preprint arXiv …, 2022 - arxiv.org
Real-time bidding is the new paradigm of programmatic advertising. An advertiser wants to
make the intelligent choice of utilizing a\textbf {Demand-Side Platform} to improve the …

CTR Prediction of Advertisements using Decision Trees based Algorithms

MR Jaisinghani, C Lundwani… - … on Application for …, 2022 - ieeexplore.ieee.org
In this age of digitization, all the businesses have started focusing their attention on getting
customers online. In the present scenario to attract huge customer bases, businesses …

Empirical study of soft clustering technique for determining click through rate in online advertising

A Kumar, A Nayyar, S Upasani, A Arora - Data Management, Analytics and …, 2020 - Springer
Online advertising is an industry with the potential for maximum revenue extraction.
Displaying the ad which is more likely to be clicked plays a crucial role in generating …

Investigation of Relationship Between Google Cost-Per-Click and Search-Volume on Keyword of Chicago Tours

RA Komleh - Journal of Information Systems and Informatics, 2023 - journal-isi.org
Pay-per-click is one of common and important ways in online advertising through Google;
but some keywords are usually expensive and this issue is visible through Google cost-per …

Mobile advertisements click through rate prediction using machine learning

JA Jacob, S Gnanavel - AIP Conference Proceedings, 2024 - pubs.aip.org
Online advertising has a big impact on whether your business succeeds or fails. Because of
this, it is crucial to assess your advertisement's effectiveness before posting it online. Finding …

An enhanced Ad event-prediction method based on feature engineering

SS Khah, Y Wu - arXiv preprint arXiv:1907.01959, 2019 - arxiv.org
In digital advertising, Click-Through Rate (CTR) and Conversion Rate (CVR) are very
important metrics for evaluating ad performance. As a result, ad event prediction systems are …

Ad Click-Through Rate Prediction: A Comparative Study of Machine Learning Models

AR Panda, S Rout, M Narsipuram… - 2024 International …, 2024 - ieeexplore.ieee.org
Billions of dollars are spent annually on internet advertisements in our world. It promotes
awareness-building, increases website traffic, and persuades the intended audience to act …