TaxoPublish: Towards a solution to automatically personalize taxonomies in e-catalogs

作者:

Highlights:

• A logic programming approach personalizing taxonomies fully automatically.

• Framework combines recommendation techniques with taxonomy modifications.

• Proposed Method reduces the taxonomy overload but does not restrict the domain.

• Suggested knowledge base is applicable on recent electronic catalog applications.

• Approach is evaluated against two public databases and one private database.

摘要

•A logic programming approach personalizing taxonomies fully automatically.•Framework combines recommendation techniques with taxonomy modifications.•Proposed Method reduces the taxonomy overload but does not restrict the domain.•Suggested knowledge base is applicable on recent electronic catalog applications.•Approach is evaluated against two public databases and one private database.

论文关键词:Taxonomy overload,Electronic catalog,Logic programming,Personalized directory,Electronic commerce,Product information management

论文评审过程:Received 23 December 2015, Revised 20 August 2016, Accepted 21 August 2016, Available online 26 August 2016, Version of Record 12 September 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.08.058