Knowledge-based extraction of intellectual capital-related information from unstructured data

作者：

Highlights：

• A Knowledge-based Intellectual Capital Extraction (KBICE) algorithm is presented.

• It incorporates computational linguistics and artificial intelligence (AI) techniques.

• It aims at automatic extraction of IC-related information from unstructured data.

• The performance was evaluated by using financial reports from the banking industry.

摘要

Highlights•A Knowledge-based Intellectual Capital Extraction (KBICE) algorithm is presented.•It incorporates computational linguistics and artificial intelligence (AI) techniques.•It aims at automatic extraction of IC-related information from unstructured data.•The performance was evaluated by using financial reports from the banking industry.

论文关键词：Intellectual capital management,Unstructured information management,Information extraction,Knowledge-based systems,Case-based reasoning

论文评审过程：Available online 19 August 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.08.029