Branded Product Category Mention
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A Branded Product Category Mention is a product-related mention that is a branded product category term occurrence within text that references a commercial product category associated with a specific brand.
- AKA: Brand Product Category Mention, Branded Category Mention, Branded Product-Category Text Mention.
- Context:
- It can (typically) reference a branded product category through a surface form appearing in natural language text.
- It can (typically) associate a product category with a specific brand name or brand identity.
- It can (typically) be identified by a named entity recognition process during text processing.
- It can (typically) be extracted by a mention detection process.
- It can (typically) be linked to a knowledge base entry through an entity linking process.
- It can (typically) be disambiguated from other product-related mentions via a disambiguation process.
- It can (typically) occur within commercial text, such as a product review, an advertisement, or an e-commerce listing.
- It can (typically) carry a mention boundary delimited by a start offset and an end offset.
- It can (often) be annotated with a category label during a text annotation task.
- It can (often) be associated with product attributes such as a brand attribute and a product type attribute.
- It can (often) appear alongside a product name mention and a product feature mention.
- It can (often) be aggregated within a branded product category mention corpus.
- It can (often) serve as a training example for a mention classification model.
- It can (often) be evaluated with a precision measure and a recall measure.
- It can (often) support a product categorization task and a market analysis task.
- It can (often) be normalized to a canonical branded product category.
- It can range from being an Unannotated Branded Product Category Mention to being an Annotated Branded Product Category Mention, depending on its annotation status.
- It can range from being an Explicit Branded Product Category Mention to being an Implicit Branded Product Category Mention, depending on its reference explicitness.
- It can range from being a Single-Token Branded Product Category Mention to being a Multi-Token Branded Product Category Mention, depending on its mention span length.
- It can integrate with an entity linking system for knowledge base grounding.
- It can integrate with a product taxonomy for category assignment.
- …
- Example(s):
- Domain-Specific Branded Product Category Mentions, such as:
- Annotation-Status Branded Product Category Mentions, such as:
- an Annotated Branded Product Category Mention labeled during a text annotation task.
- an Unannotated Branded Product Category Mention within raw text.
- the mention "Nike running shoes" occurring within a product review, which associates the shoe product category with the Nike brand.
- the mention "Toyota sedans" occurring within an automotive advertisement, which associates the sedan product category with the Toyota brand.
- …
- Counter-Example(s):
- a Branded Product Category, which is the category concept itself rather than its textual mention.
- a Branded Product Category Term, which is the term rather than its in-text occurrence.
- a Product Category Mention, which lacks a brand association.
- a Product Name Mention, which references a specific product rather than a product category.
- …
- See: Product Category Term, Product-Related Mention, Named Entity Mention, Mention Detection Task, Entity Linking Task, Product Taxonomy, Brand.
References
- (DBpedia Spotlight (2011)) ⇒ Pablo N. Mendes, Max Jakob, Andrés García-Silva, and Christian Bizer. (2011). "DBpedia Spotlight: Shedding Light on the Web of Documents." In: Proceedings of the 7th International Conference on Semantic Systems (I-Semantics).
- (TAGME (2012)) ⇒ Paolo Ferragina, and Ugo Scaiella. (2012). "Fast and Accurate Annotation of Short Texts with Wikipedia Pages." In: IEEE Software.