Data di Pubblicazione:
2018
Citazione:
Introducing Online Profile Learning in Crowdsourcing Task Routing / S. Castano, A. Ferrara, S. Montanelli (CEUR WORKSHOP PROCEEDINGS). - In: SEBD 2018 : Italian Symposium on Advanced Database Systems / [a cura di] S. Bergamaschi, T. Di Noia, A. Maurino. - [s.l] : CEUR-WS, 2018. - pp. 1-8 (( Intervento presentato al 26. convegno Italian Symposium on Advanced Database Systems, SEBD 2018 tenutosi a Castellaneta Marina nel 2018.
Abstract:
In this paper, we present an initial implementation with experimental results of online profile learning in Argo+, a framework for crowdsourcing task routing characterized by i) feature-based representation of both tasks and workers, and ii) learning techniques inspired to Rocchio relevance feedback for prediction of the most appropriate task to execute by a given worker.
Tipologia IRIS:
03 - Contributo in volume
Elenco autori:
S. Castano, A. Ferrara, S. Montanelli
Link alla scheda completa:
Titolo del libro:
SEBD 2018 : Italian Symposium on Advanced Database Systems