Applying Triadic FCA in Studying Web Usage Behaviors

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Applying Triadic FCA in Studying Web Usage Behaviors

Sanda DragoșSanda Dragoș,  Diana HalițăDiana Haliță,  Christian SăcăreaChristian Săcărea,  Diana TroancăDiana Troancă
Sanda Dragoș, Diana Haliță, Christian Săcărea, Diana Troancă
Applying Triadic FCA in Studying Web Usage Behaviors
Proceedings of the International Conference on Knowledge Science, Engineering and Management, pp. 73-80, 2014. Springer
  • KurzfassungAbstract
    Formal Concept Analysis (FCA) is well known for its features addressing Knowledge Processing and Knowledge Representation as well as o�ering a reasoning support for understanding the structure of large collections of information and knowledge. This paper aims to introduce a triadic approach to the study of web usage behavior. User dynamics is captured in logs, containing a large variety of data. These logs are then studied using Triadic FCA, the knowledge content being expressed as a collection of triconcepts. Temporal aspects of web usage behavior are considered as conditions in tricontexts, being then expressed as modi in triconcepts. The gained knowledge is then visualized using CIRCOS, a software package for visualizing data and information in a circular layout. This circular layout emphasizes patterns of user dynamics.
  • Forschungsgruppe:Research Group: Computational LogicComputational Logic
The final publication is available at Springer.
@inproceedings{DHST2014,
  author    = {Sanda Dragoș and Diana Haliț{\u{a}} and Christian
               S{\u{a}}c{\u{a}}rea and Diana Troanc{\u{a}}},
  title     = {Applying Triadic {FCA} in Studying Web Usage Behaviors},
  booktitle = {Proceedings of the International Conference on Knowledge Science,
               Engineering and Management},
  publisher = {Springer},
  year      = {2014},
  pages     = {pp. 73-80}
}