Entity disambiguation with context awareness in user-generated short texts

作者：

Highlights：

• A framework for instance disambiguation with context awareness is proposed.

• A method of correlation calculation based on corpus and knowledge is presented.

• The priorities of contextual terms in different locations are identified.

• The experiments for disambiguation based on ground-truth datasets are conducted.

摘要

•A framework for instance disambiguation with context awareness is proposed.•A method of correlation calculation based on corpus and knowledge is presented.•The priorities of contextual terms in different locations are identified.•The experiments for disambiguation based on ground-truth datasets are conducted.

论文关键词：Entity disambiguation,Conceptualization,User-generated short text,Knowledge base

论文评审过程：Received 27 August 2019, Revised 9 June 2020, Accepted 9 June 2020, Available online 20 June 2020, Version of Record 29 June 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113652