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Fingerprint Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 15 Similar Profiles
Drug interactions Engineering & Materials Science
Ontology Engineering & Materials Science
Semantic Web Engineering & Materials Science
Drug Interactions Medicine & Life Sciences
logic Social Sciences
Semantics Engineering & Materials Science
Decision making Engineering & Materials Science
argumentation Social Sciences

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Research Output 1998 2019

A proposal for determining the evidence types of biomedical documents using a drug-drug interaction ontology and machine learning

Hoang, L., Boyce, R. D., Brochhausen, M., Utecht, J. & Schneider, J. A., Jan 1 2019, In : CEUR Workshop Proceedings. 2350

Research output: Contribution to journalConference article

Drug interactions
Learning systems

Confirm or refute? A comparative study on citation sentiment classification in clinical research publications

Kilicoglu, H., Peng, Z., Tafreshi, S., Tran, T., Rosemblat, G. & Schneider, J. A., Mar 2019, In : Journal of Biomedical Informatics. 91, 103123.

Research output: Contribution to journalArticle

Neural Networks (Computer)
Neural networks

Identifying common methods used by drug interaction experts for finding evidence about potential drug-drug interactions: Web-based survey

Grizzle, A. J., Horn, J., Collins, C., Schneider, J., Malone, D. C., Stottlemyer, B. & Boyce, R. D., Jan 2019, In : Journal of Medical Internet Research. 21, 1, e11182.

Research output: Contribution to journalReview article

Drug Interactions
Pharmaceutical Preparations
Knowledge Bases
Surveys and Questionnaires

Argumentation Mining

Stede, M. & Schneider, J., Dec 20 2018, Synthesis Lectures on Human Language Technologies: Lecture #39. 2 ed. Morgan and Claypool Publishers, p. 1-191 191 p. (Synthesis Lectures on Human Language Technologies; vol. 11, no. 2).

Research output: Chapter in Book/Report/Conference proceedingChapter


Cochrane Review as a “Warranting Device” for Reasoning About Health

Jackson, S. A. & Schneider, J. A., Jun 1 2018, In : Argumentation. 32, 2, p. 241-272 32 p.

Research output: Contribution to journalArticle



Error Analysis

Kansara, Y. (Creator), Hoang, L. (Creator), Schneider, J. A. (Creator), University of Illinois at Urbana-Champaign, May 8 2019


Expert assessment of RobotReviewer data extraction performance on 10 articles

Scannapieco, F. (Creator), Hoang, L. (Creator), Schneider, J. A. (Creator), University of Illinois at Urbana-Champaign, Jul 25 2018



Dong, X. (Creator), Xie, J. (Creator), Hoang, L. (Creator), Schneider, J. A. (Creator), University of Illinois at Urbana-Champaign, Dec 20 2018


Comparison of data extraction on 6 clinical trial papers, extraction by RobotReviewer, by 3 novice data extractors, and from a published Cochrane review.

Hoang, L. (Creator), Cao, L. (Creator), Guan, Y. (Creator), Cheng, Y. (Creator), Schneider, J. A. (Creator), University of Illinois at Urbana-Champaign, Aug 6 2018