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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 28 / No. 2: Twenty-Sixth Innovative Applications of Artificial Intelligence Conference

CiteSeerX: AI in a Digital Library Search Engine

March 8, 2023

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Authors

Jian Wu

Pennsylvania State University


Kyle Williams Kyle Williams

Pennsylvania State University


Hung-Hsuan Chen

Pennsylvania State University


Madian Khabsa

Pennsylvania State University


Cornelia Caragea

University of North Texas


Alexander Ororbia

Pennsylvania State University,


Douglas Jordan

Pennsylvania State University,


C. Giles

Pennsylvania State University,


DOI:

10.1609/aaai.v28i2.19019


Abstract:

CiteSeerX 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. Artificial intelligence (AI) technologies are used in many components of CiteSeerX e.g. to accurately extract metadata, intelligently crawl the web, and ingest documents. 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. These AI technologies have been developed by CiteSeerX group members over the past 5–6 years. We also show the usage status, payoff, development challenges, main design concepts, and deployment and maintenance requirements. 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.

Topics: AAAI

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HOW TO CITE:

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles CiteSeerX: AI in a Digital Library Search Engine Proceedings of the AAAI Conference on Artificial Intelligence, 28 (2014) 2930.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles CiteSeerX: AI in a Digital Library Search Engine AAAI 2014, 2930.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles (2014). CiteSeerX: AI in a Digital Library Search Engine. Proceedings of the AAAI Conference on Artificial Intelligence, 28, 2930.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles. CiteSeerX: AI in a Digital Library Search Engine. Proceedings of the AAAI Conference on Artificial Intelligence, 28 2014 p.2930.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles. 2014. CiteSeerX: AI in a Digital Library Search Engine. "Proceedings of the AAAI Conference on Artificial Intelligence, 28". 2930.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles. (2014) "CiteSeerX: AI in a Digital Library Search Engine", Proceedings of the AAAI Conference on Artificial Intelligence, 28, p.2930

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles, "CiteSeerX: AI in a Digital Library Search Engine", AAAI, p.2930, 2014.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles. "CiteSeerX: AI in a Digital Library Search Engine". Proceedings of the AAAI Conference on Artificial Intelligence, 28, 2014, p.2930.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles. "CiteSeerX: AI in a Digital Library Search Engine". Proceedings of the AAAI Conference on Artificial Intelligence, 28, (2014): 2930.

Jian Wu|| Kyle Williams Kyle Williams|| Hung-Hsuan Chen|| Madian Khabsa|| Cornelia Caragea|| Alexander Ororbia|| Douglas Jordan|| C. Giles. CiteSeerX: AI in a Digital Library Search Engine. AAAI[Internet]. 2014[cited 2023]; 2930.


ISSN: 2374-3468


Published by AAAI Press, Palo Alto, California USA
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Artificial Intelligence 1900 Embarcadero Road, Suite
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