A linguistically driven framework for query expansion via grammatical constituent highlighting and role-based concept weighting

作者:

Highlights:

• Linguistically-motivated query expansion framework.

• Classification of query constituents within four concept types: descriptive, relational, structural and concepts-of-interest.

• Algorithm capitalizing on syntactical dependencies to capture relationships between adjacent and non-adjacent query concepts.

• Weighting scheme emphasizing the importance of query constituents based on their linguistic role.

摘要

•Linguistically-motivated query expansion framework.•Classification of query constituents within four concept types: descriptive, relational, structural and concepts-of-interest.•Algorithm capitalizing on syntactical dependencies to capture relationships between adjacent and non-adjacent query concepts.•Weighting scheme emphasizing the importance of query constituents based on their linguistic role.

论文关键词:Query expansion,Information retrieval

论文评审过程:Received 4 May 2011, Revised 25 February 2015, Accepted 10 April 2015, Available online 28 November 2015, Version of Record 19 February 2016.

论文官网地址:https://doi.org/10.1016/j.ipm.2015.04.002