RepositoryWebrefEntityScores

AI Overview😉

  • The potential purpose of this module is to calculate and store various scores related to entities (e.g. people, organizations, locations) mentioned in web content. These scores seem to be used to determine the importance or relevance of an entity in a document.
  • This module could impact search results by influencing the ranking of web pages that mention specific entities. For example, a page that mentions a prominent entity (e.g. a well-known celebrity) may be ranked higher than a page that mentions a lesser-known entity. The scores calculated by this module could also be used to disambiguate entities with similar names or to determine the relevance of an entity to a particular topic or query.
  • To be more favorable for this function, a website could focus on creating high-quality, relevant content that mentions prominent and relevant entities in a natural and authoritative way. This could include using descriptive and accurate language when mentioning entities, providing additional context or information about the entity, and ensuring that the entity is properly linked to other relevant sources. Additionally, optimizing entity mentions for natural language processing and entity disambiguation could also improve the scores calculated by this module.

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GoogleApi.ContentWarehouse.V1.Model.RepositoryWebrefEntityScores (google_api_content_warehouse v0.4.0)

Keeps a set of scores about an entity. Next available tag: 20.

Attributes

  • alphaEntityIdf (type: number(), default: nil) - This field is only for debugging and link weight experiments. It stores the entity's idf from the alpha model. Alpha idfs are used for link weight computations and available during model omega building via enricher_current_entity_idf_for_link_direction.
  • commonNgramProb (type: number(), default: nil) - Probability that the entity is a common ngram (e.g. from dictionary).

  • entityIdf (type: number(), default: nil) - The final (model omega) idf of an entity. Equals log2(1 / probability of the entity to appear in a document). This probability is currently estimated from its names (i.e. it is a sum of the name frequency weighted by P(entity | name)).

  • nameCapitalizationProb (type: number(), default: nil) - The following field is deprecated and should eventually be removed. It uses data and rules that have not been refreshed for ~10y and KG has changed a lot in the meantime.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

Link to this type

t()

@type t() :: %GoogleApi.ContentWarehouse.V1.Model.RepositoryWebrefEntityScores{
  alphaEntityIdf: number() | nil,
  commonNgramProb: number() | nil,
  entityIdf: number() | nil,
  nameCapitalizationProb: number() | nil
}

Functions

Link to this function

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.