Relational Similarity Function

A Relational Similarity Function is a Similarity Function that traverses a Data Records Relations.

• Context:
  • It can be used by a Duplicate Record Detection Algorithm, for example on the Citation Duplicate Record Detection Task.
• See: Relational Learning Algorithm.

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References

2007

• (Bhattacharya & Getoor, 2007) ⇒ Indrajit Bhattacharya, and Lise Getoor. (2007). “Collective Entity Resolution in Relational Data.” In: Proceedings for ACM Transactions on Knowledge Discovery from Data (TKDD 2007).

2005

• (Kalashnikov et al., 2005) ⇒ Dmitri V. Kalashnikov, Sharad Mehrotra, and Zhaoqi Chen. (2005). “Exploiting Relationships for Domain-Independent Data Cleaning.” In: Proceedings of the SIAM International Conference on Data Mining (SIAM SDM 2005)

2001

• (Luo & Hancock, 2001) ⇒ Bin Luo and Edwin R. Hancock. (2001). “Structural Graph Matching Using the EM Algorithm and Singular Value Decomposition.” In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(10).

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