ULTRA: A Data-driven Approach for Recommending Team Formation in Response to Proposal Calls | IEEE Conference Publication | IEEE Xplore

ULTRA: A Data-driven Approach for Recommending Team Formation in Response to Proposal Calls


Abstract:

We introduce an emerging AI-based approach and prototype system for assisting team formation when researchers respond to calls for proposals from funding agencies. This i...Show More

Abstract:

We introduce an emerging AI-based approach and prototype system for assisting team formation when researchers respond to calls for proposals from funding agencies. This is an instance of the general problem of building teams when demand opportunities come periodically and potential members may vary over time. The novelties of our approach are that we: (a) extract technical skills needed about researchers and calls from multiple data sources and normalize them using Natural Language Processing (NLP) techniques, (b) build a prototype solution based on matching and teaming based on constraints, (c) describe initial feedback about system from researchers at a University to deploy, and (d) create and publish a dataset that others can use.
Date of Conference: 28 November 2022 - 01 December 2022
Date Added to IEEE Xplore: 08 February 2023
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Conference Location: Orlando, FL, USA

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