This position paper supports research activities aimed to define feasible processes for suppliers proving document classification services with a guaranteed classification quality.Since, in the presence of a Service Level Agreement (SLA) between suppliers and customers, missing a SLA target may involve the contract resolution and/or financial penalties, we assume a supplier is ready to adopt any economically viable classification strategy useful to respect SLA targets. The purpose of this paper is to stimulate research activities in a scenario where neither manual nor full automatic classification process are feasible. To reach this goal we introduce a real case study and we point out some issues we believe should be addressed to define realistic solutions.

Service Level Agreement constraints into processes for document classication

FALLUCCHI F;
2014-01-01

Abstract

This position paper supports research activities aimed to define feasible processes for suppliers proving document classification services with a guaranteed classification quality.Since, in the presence of a Service Level Agreement (SLA) between suppliers and customers, missing a SLA target may involve the contract resolution and/or financial penalties, we assume a supplier is ready to adopt any economically viable classification strategy useful to respect SLA targets. The purpose of this paper is to stimulate research activities in a scenario where neither manual nor full automatic classification process are feasible. To reach this goal we introduce a real case study and we point out some issues we believe should be addressed to define realistic solutions.
2014
classification
SLA
machine learning
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14241/2193
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