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Technology

Leiki Targeting is a software engine that provides automatic, real-time profiling of content and users. The software allows end-user features such as product recommendations, content personalisation and targeted advertising. Further it enables detailed analysis of content topics, user interest trends and segmentation. Compared to current personalisation technologies (social filtering and rule-based systems) our unique ontology-based technology takes the accuracy and domain of applicability of automatic personalisation to new levels.

Leiki Targeting supports adaptive personalisation via messaging (SMS, MMS), client-based (Symbian and Java smart phone) implementations and browser interfaces. The technology is multi-lingual and delivers personalised information from any underlying content database. Profiling is based on detailed ontology which can be extended to any specific domain allowing easy integration of new content types.

Embracing the Semantic Web

Targeting scheme Leiki is a pioneer in the Semantic Web -technologies. Since year 2000, we have been developing an extensive standards-based ontology and a reasoning engine that is the foundation of our content and user profiling. With over 200 000 hand-crafted concepts and extraction patterns, the software is able to analyse the topics present in textual content and to build a detailed user profile based on actual (rather than stated) user interests.

Technology Highlights

  • Fast in-memory indexing, produces recommendations instantly
  • Real-time adaptation to user feedbacks
  • Scalability to large volumes with load balancing & high availability features
  • Eesy to integrate through HTTP-based REST interface: content can be integrated using common feed formats such as RSS or Atom
  • Can be provided either as a hosted service or installed to the customer's data center

Focus on Computing Quality

  • Strong hybrid personalisation method
    - Ontological interest level prediction
    - Rule-based selection
    - Social filtering
  • Significant R&D optimisation efforts
    - Profile size is extremely compact
    - Highly optimised profile creation and -comparison algorithms


Leiki Focus presentationHow does Leiki Focus work?

Download a presentation on how Leiki Focus works (pdf) >>

 

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