![]() ![]() As a result, the formatting and structural elements of textbooks carry the elements of domain knowledge implicitly encoded by their authors. Authors use their understanding of the domain when structuring and formatting the content of a textbook to facilitate this explanation. Textbooks are educational documents created, structured and formatted by domain experts with the primary purpose to explain the knowledge in the domain to a novice. Copyright © 2014, Association for the Advancement of Artificial Intelligence (All rights reserved. ![]() While it is challenging to rebuild a system like CiteSeerX from scratch, many of these AI technologies are transferable to other digital libraries and/or search engines. We also show the usage status, payoff, development challenges, main design concepts, and deployment and maintenance requirements. These AI technologies have been developed by CiteSeerX group members over the past 5-6 years. We present key AI technologies used in the following components: document classification and deduplication, document and citation clustering, automatic metadata extraction and indexing, and author disambiguation. ![]() to accurately extract metadata, intelligently crawl the web, and ingest documents. Artificial intelligence (AI) technologies are used in many components of CiteSeerX e.g. ![]() CitcSeerX is a digital library search engine that provides access to more than 4 million academic documents with nearly a million users and millions of hits per day. ![]()
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