Product Matching Task
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A product coreference resolution task is a domain specific coreference resolution task that is restricted to the identification of product records with the same referent business product.
- AKA: Product Matching.
- Context:
- Counter-Example(s):
- See: Ontology Matching Task, Product Offer Record.
References
2012
- (Köpcke et al., 2012) ⇒ Hanna Köpcke, Andreas Thor, Stefan Thomas, and Erhard Rahm. (2012). “Tailoring Entity Resolution for Matching Product Offers.” In: Proceedings of the 15th International Conference on Extending Database Technology. doi:10.1145/2247596.2247662
- QUOTE: Product matching is a challenging variation of entity resolution to identify representations and offers referring to the same product. Product matching is highly difficult due to the broad spectrum of products, many similar but different products, frequently missing or wrong values, and the textual nature of product titles and descriptions. …
… Product matching deals with the identification of different descriptions or offers referring to the same real-world product. Given that many thousands of online shops sell millions of diverse products over the web, product matching has become of increasing importance. For example, it is a critical task for aggregating offers for the same product within price comparison portals (e.g., PriceGrabber), online marketplaces (e.g., Amazon.com), or product search engines (e.g., Google Product Search) [5] [10].
- QUOTE: Product matching is a challenging variation of entity resolution to identify representations and offers referring to the same product. Product matching is highly difficult due to the broad spectrum of products, many similar but different products, frequently missing or wrong values, and the textual nature of product titles and descriptions. …