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Authors: Sidath Gunawardena and Rosina O. Weber

Affiliation: Drexel University, United States

Keyword(s): Recommender Systems, Case-Based Reasoning, Multidisciplinary Collaboration.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Case-Based Reasoning ; Enterprise Information Systems ; Knowledge Representation and Reasoning ; Pattern Recognition ; Symbolic Systems ; Theory and Methods

Abstract: Finding collaborators to engage in academic research is a challenging task, especially when the collaboration is multidisciplinary in nature and collaborators are needed from different disciplines. This paper uses evidence of successful multidisciplinary collaborations, funded proposals, in a novel way: as an input for a method of recommendation of multidisciplinary collaboration teams. We attempt to answer two questions posed by a collaboration seeker: what disciplines provide collaboration opportunities and what combinations of characteristics of collaborators have been successful in the past? We describe a two-step recommendation framework where the first step recommends potential disciplines with collaboration potential based on current trends in funding. The second step recommends characteristics for a collaboration team that are consistent with past instances of successful collaborations. We examine how this information source can be used in a case-based recommender system and present a preliminary validation of the system using statistical methods. (More)

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Paper citation in several formats:
Gunawardena, S. and O. Weber, R. (2012). BLUEPRINTS FOR SUCCESS - Guidelines for Building Multidisciplinary Collaboration Teams. In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-95-9; ISSN 2184-433X, SciTePress, pages 387-393. DOI: 10.5220/0003753503870393

@conference{icaart12,
author={Sidath Gunawardena. and Rosina {O. Weber}.},
title={BLUEPRINTS FOR SUCCESS - Guidelines for Building Multidisciplinary Collaboration Teams},
booktitle={Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2012},
pages={387-393},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003753503870393},
isbn={978-989-8425-95-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - BLUEPRINTS FOR SUCCESS - Guidelines for Building Multidisciplinary Collaboration Teams
SN - 978-989-8425-95-9
IS - 2184-433X
AU - Gunawardena, S.
AU - O. Weber, R.
PY - 2012
SP - 387
EP - 393
DO - 10.5220/0003753503870393
PB - SciTePress

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