Applying ant colony hybrid metaheuristics to wrapper verification

作者:

Highlights:

• First application of Ant Colony Metaheuristic to verify information extracted by web wrappers.

• New multilevel verification system that improves the results achieved by current techniques.

• Enumeration of current techniques weakness.

• Reformulation of wrapper verification problem as a combinational optimization problem.

• Applying non-parametric testing techniques to ascertain the statistical significance among results.

摘要

•First application of Ant Colony Metaheuristic to verify information extracted by web wrappers.•New multilevel verification system that improves the results achieved by current techniques.•Enumeration of current techniques weakness.•Reformulation of wrapper verification problem as a combinational optimization problem.•Applying non-parametric testing techniques to ascertain the statistical significance among results.

论文关键词:Wrapper maintenance,Wrapper verification,Enterprise integration,ACO

论文评审过程:Received 8 September 2015, Revised 24 November 2015, Accepted 13 February 2016, Available online 27 February 2016, Version of Record 5 April 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.02.022