Effective ranking and search techniques for Web resources considering semantic relationships

作者:

Highlights:

• Semantic search using ontology overcomes the limitation of the current keyword-based search.

• The ranking method considering semantic relationships improves the search accuracy.

• The ranking method is based on the weighting measure of semantic relationships.

• Pruning based on the weight for the semantic relationship reduces the search space.

• Top-k Answering based on the keyword index improves the search efficiency.

摘要

•Semantic search using ontology overcomes the limitation of the current keyword-based search.•The ranking method considering semantic relationships improves the search accuracy.•The ranking method is based on the weighting measure of semantic relationships.•Pruning based on the weight for the semantic relationship reduces the search space.•Top-k Answering based on the keyword index improves the search efficiency.

论文关键词:Semantic search,Ranking,Semantic relationship,Ontology,Semantic Web

论文评审过程:Received 3 July 2010, Revised 27 August 2013, Accepted 28 August 2013, Available online 23 September 2013.

论文官网地址:https://doi.org/10.1016/j.ipm.2013.08.007