This presentation discusses the End of Term Archive and methods for identifying and selecting in-scope content (including using registries, indices, and crowdsourcing URL nominations ["seeds"] through a web application called the URL Nomination Tool), new strategies for capturing web content (including crawling, browser rendering, and social media tools), access models including both an online portal as well as research datasets for use in computational analysis, and preservation data replication between partners using new export APIs and experimental tools developed as part of the IMLS-funded WASAPI project.

This presentation describes the process of using machine-learning algorithms to identify and extract publications from web archives.