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Computer Science

D-Index
47
Citations
9262
World Ranking
6470
National Ranking
2872

Overview

Ian Soboroff is affiliated with the National Institute of Standards and Technology in the United States. Their research primarily spans the field of Computer Science, with a focus on areas such as Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Molecular Biology, and Signal Processing.

Their work covers several specific topics including Topic Modeling, Biomedical Text Mining and Ontologies, Natural Language Processing Techniques, Web Data Mining and Analysis, Semantic Web and Ontologies, Image Retrieval and Classification Techniques, and Multimodal Machine Learning Applications.

Ian Soboroff has contributed to numerous publications, many of which appeared in recognized venues. Frequent publication venues include:

  • arXiv (Cornell University)
  • ACM SIGIR Forum
  • Proceedings of the International AAAI Conference on Web and Social Media
  • Machine Translation
  • Journal of the American Medical Informatics Association

Selected recent papers authored or co-authored by Ian Soboroff encompass various topics and publication years:

  • TREC-COVID: rationale and structure of an information retrieval shared task for COVID-19 (2020), Journal of the American Medical Informatics Association
  • TREC-COVID (2020), ACM SIGIR Forum
  • TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection (2020), arXiv (Cornell University)
  • On the TREC Blog Track (2021), Proceedings of the International AAAI Conference on Web and Social Media

Collaborations have played a significant role in their research activity. Frequent co-authors include:

  • Ellen M. Voorhees
  • Dina Demner-Fushman
  • Kyle Lo
  • Lucy Lu Wang
  • William Hersh

Best Publications

  • Overview of TREC 2004

    Ellen M. Voorhees

  • Overview of the TREC 2009 Web Track

    Charles L. A. Clarke;Nick Craswell;Ian Soboroff

  • Overview of the TREC 2006 Blog Track

    Iadh Ounis;Craig Macdonald;Maarten de Rijke;Gilad Mishne

  • Overview of the TREC-2008 Blog Track

    Iadh Ounis;Craig Macdonald;Ian Soboroff

  • Overview of the TREC-2005 Enterprise Track

    Nick Craswell;Arjen P. de Vries;Ian Soboroff

  • Overview of the TREC-2007 Blog Track

    Craig Macdonald;Iadh Ounis;Ian Soboroff

  • The TREC 2002 Filtering Track Report.

    Stephen E. Robertson;Ian Soboroff

  • Ranking retrieval systems without relevance judgments

    Ian Soboroff;Charles Nicholas;Patrick Cahan

  • Overview of the TREC 2003 Novelty Track

    Ian Soboroff;Donna Harman

  • Relevance assessment: are judges exchangeable and does it matter

    Peter Bailey;Nick Craswell;Ian Soboroff;Paul Thomas

  • Overview of the TREC-2011 Microblog Track

    Iadh Ounis;Craig Macdonald;Jimmy Lin;Ian Soboroff

  • Overview of the TREC 2006 Enterprise Track.

    Ian Soboroff;Arjen P. de Vries;Nick Craswell

  • Overview of the TREC 2004 Terabyte Track.

    Charles L. A. Clarke;Nick Craswell;Ian Soboroff

  • The ICWSM 2009 Spinn3r Dataset

    Kevin Burton;Akshay Java;Ian Soboroff

  • Bias and the limits of pooling for large collections

    Chris Buckley;Darrin Dimmick;Ian Soboroff;Ellen Voorhees

  • Overview of the TREC-2012 Microblog Track.

    Ian Soboroff;Iadh Ounis;Craig Macdonald;Jimmy J. Lin

  • A comparative analysis of cascade measures for novelty and diversity

    Charles L.A. Clarke;Nick Craswell;Ian Soboroff;Azin Ashkan

  • ITtalks: a case study in the Semantic Web and DAML+OIL

    R.S. Cost;T. Finin;A. Joshi;Yun Peng

  • Overview of the TREC 2007 Enterprise Track.

    Peter Bailey;Arjen P. de Vries;Nick Craswell;Ian Soboroff

  • Overview of the TREC 2010 Web Track.

    Charles L. A. Clarke;Nick Craswell;Ian Soboroff;Gordon V. Cormack

  • Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management

    Jianzhong Li;X. Sean Wang;Minos Garofalakis;Ian Soboroff

  • Overview of the TREC-2012 Microblog Track | NIST

    Ian M. Soboroff;Iadh Ounis;Jimmy Lin;Craig Macdonald

Frequent Co-Authors

Iadh Ounis
Iadh Ounis University of Glasgow
Craig Macdonald
Craig Macdonald University of Glasgow
Nick Craswell
Nick Craswell Microsoft (United States)
Ellen M. Voorhees
Ellen M. Voorhees National Institute of Standards and Technology
Charles L. A. Clarke
Charles L. A. Clarke University of Waterloo
Norbert Fuhr
Norbert Fuhr University of Duisburg-Essen
Tim Finin
Tim Finin University of Maryland, Baltimore County
Tetsuya Sakai
Tetsuya Sakai Waseda University
Jimmy Lin
Jimmy Lin University of Waterloo
Donna Harman
Donna Harman National Institute of Standards and Technology

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