A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases

@article{Yen2011ALA,
  title={A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases},
  author={Luh Yen and Marco Saerens and François Fouss},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2011},
  volume={23},
  pages={481-495}
}
This work introduces a link analysis procedure for discovering relationships in a relational database or a graph, generalizing both simple and multiple correspondence analysis. It is based on a random walk model through the database defining a Markov chain having as many states as elements in the database. Suppose we are interested in analyzing the relationships between some elements (or records) contained in two different tables of the relational database. To this end, in a first step, a… CONTINUE READING

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