ULTRA: A Data-driven Approach for Recommending Team Formation in Response to Proposal Calls
January 13, 2022 ยท Declared Dead ยท ๐ 2022 IEEE International Conference on Data Mining Workshops (ICDMW)
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Authors
Biplav Srivastava, Tarmo Koppel, Sai Teja Paladi, Siva Likitha Valluru, Rohit Sharma, Owen Bond
arXiv ID
2201.05646
Category
cs.IR: Information Retrieval
Cross-listed
cs.AI,
cs.CY
Citations
5
Venue
2022 IEEE International Conference on Data Mining Workshops (ICDMW)
Last Checked
3 months ago
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.
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