Accenture Global Services Gmbh

Accenture Global Solutions Limited

Theam Yong Chew

Stephen Denis Kirkby

Georgios Passalis

Christos Boukis

Emily Hackett-Jones

Rob Pallotta

Katherine Enderling

A hybrid recommendation system uses offline testing and online testing to generate and optimize recommendation functions. The functions generate recommendations which may be presented online for product purchases. Indices are created from the recommendations. Lookups may be performed on the indices to select recommendations for a particular user. The selected recommendations may be filtered before presenting to the user.

Hybrid recommendation system

A clustering system selects a parameter set from a plurality of parameter sets associated with a dataset to generate a hyper-optimized cluster of the dataset. Different parameter sets are generated by varying the parameter values based on the Genetic Algorithm or a particle swarming algorithm. A parameter set having a high Fitness score is selected from the different parameter sets and a clustered solution produced using the selected parameter set having a maximum total score is used to produce actionable items.

Parameter set determination for clustering of datasets

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Adelaide, Australia

Theam Yong Chew