ABSTRACT

This book introduces computational advertising, and Internet monetization. It provides a macroscopic understanding of how consumer products in the Internet era push user experience and monetization to the limit. Part One of the book focuses on the basic problems and background knowledge of online advertising. Part Two targets the product, operations, and sales staff, as well as high-level decision makers of the Internet products. It explains the market structure, trading models, and the main products in computational advertising. Part Three targets systems, algorithms, and architects, and focuses on the key technical challenges of different advertising products.

 

Features

·         Introduces computational advertising and Internet monetization

·         Covers data processing, utilization, and trading

·         Uses business logic as the driving force to explain online advertising products and technology advancement

·         Explores the products and the technologies of computational advertising, to provide insights on the realization of personalization systems, constrained optimization, data monetization and trading, and other practical industry problems

·         Includes case studies and code snippets

part 1|38 pages

Market and Background of Online Advertising

chapter Chapter 1|21 pages

Overview of Online Advertising

chapter Chapter 2|14 pages

Basis for Computational Advertising

part 2|123 pages

Product Logic of Online Advertising

chapter Chapter 3|10 pages

Overview of Online Advertising Products

chapter Chapter 4|14 pages

Agreement-Based Advertising

chapter Chapter 5|30 pages

Search Ad and Auction-Based Advertising

chapter Chapter 6|24 pages

Programmatic Trade Advertising

chapter Chapter 7|19 pages

Data Processing and Exchange

chapter Chapter 8|23 pages

News Feed Ad and Native Ad

part 3|211 pages

Key Technologies for Computational Advertising

chapter Chapter 9|20 pages

Technological Overview

chapter Chapter 10|34 pages

Fundamental Knowledge

chapter Chapter 11|25 pages

Agreement-Based Advertising Technologies

chapter Chapter 12|22 pages

Audience-Targeting Technologies

chapter Chapter 13|33 pages

Auction-Based Advertising Technologies

chapter Chapter 14|30 pages

CTR Prediction Model

chapter Chapter 15|16 pages

Programmatic Trade Technologies

chapter Chapter 16|27 pages

Other Advertising Technologies

part 4|6 pages

Terminology and Index