Object Identification with Attribute-Mediated Dependences

  title={Object Identification with Attribute-Mediated Dependences},
  author={Parag Singla and Pedro M. Domingos},
Object identification is the problem of determining whether different observations correspond to the same object. It occurs in a wide variety of fields, including vision, natural language, citation matching, and information integration. Traditionally, the problem is solved separately for each pair of observations, followed by transitive closure. We propose solving it collectively, performing simultaneous inference for all candidate match pairs, and allowing information to propagate from one… CONTINUE READING
Highly Influential
This paper has highly influenced a number of papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 106 citations. REVIEW CITATIONS

4 Figures & Tables



Citations per Year

107 Citations

Semantic Scholar estimates that this publication has 107 citations based on the available data.

See our FAQ for additional information.