Reasoning with streamed uncertain information from unreliable sources

作者:

Highlights:

• We propose comprehensive framework where unstructured reports are streamed.

• Trustworthiness of the opinions are estimated before fusion.

• Conflicts are detected, resolved by analyzing evidence about reliability of sources.

• Implementation of the framework is presented with evaluation.

• Evaluation quantifies efficiency with respect to accuracy and overhead.

摘要

•We propose comprehensive framework where unstructured reports are streamed.•Trustworthiness of the opinions are estimated before fusion.•Conflicts are detected, resolved by analyzing evidence about reliability of sources.•Implementation of the framework is presented with evaluation.•Evaluation quantifies efficiency with respect to accuracy and overhead.

论文关键词:Information fusion,Controlled natural language,Subjective logic

论文评审过程:Available online 2 May 2015, Version of Record 29 August 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.04.031