Automatic placement of hyperlinks on words and phrases in documents
Methods, systems, and apparatus relate to technologies generally relating to the placement of hyperlinks within the body of text of a document. The placement of hyperlinks can be on specified words or phrases, according to a specified link distribution function across the body of the text content of a document. Some techniques involve a method for determining a placement of links on a document that involves selecting a document comprising words of text for placing links in the document, selecting a link distribution function, and using the link distribution function in determining locations for the placement of the links in the document. The placement of hyperlinks in the document may be automatically performed on a server side.
1. A method for determining a placement of links on a document, the method comprising:
accessing a link distribution function specifying a desired spatial configuration for placing links in a document;
determining that a set of terms are present within the document, wherein each term included in the set of terms is predetermined to be associated with a corresponding link;
identifying textual portions of the document that correspond to locations of the set of terms determined to be present within the document;
determining that a subset of the textual portions satisfy the link distribution function, wherein each textual portion included in the subset of the textual portions includes a spatial distribution of terms that satisfies the desired spatial configuration for placing links in the document; and
placing links corresponding to the set of terms in the document at the subset of the textual portions.
2. The method of claim 1 , wherein:
the desired spatial configuration indicates a maximum number of links to be placed in a given textual region of the document; and
a number of terms determined to be present within each textual portion included in the subset of the textual portions is below the maximum number of links indicated by the desired spatial configuration.
3. The method of claim 2 , further comprising applying a Monte-Carlo function to the link distribution function.
4. The method of claim 3 , wherein applying the Monte-Carlo function comprises applying a Metropolis-Hastings Monte Carlo function that minimizes a quantity of operations that are performed in determining that the subset of the textual portions satisfy the link distribution function.
5. The method of claim 1 , wherein:
the set of terms are specified in a dictionary; and
the dictionary specifies a list of terms, and a Uniform Resource Locator (URL) associated with each term included in the list of terms.
6. The method of claim 5 , wherein placing links corresponding to the set of terms in the document at the subset of the textual portions by:
identifying, based on the dictionary, a URL associated with each term included in the set of terms, and
placing links representing URLs identified to be associated with the set of terms in the document at the subset of the textual portions.
7. The method of claim 5 , wherein:
the desired spatial configuration indicates a link density for inserting links into a given textual region of the document, wherein the link density reflects a number of characters within a string of characters that are associated with a link to be placed in the document.
8. A system comprising:
one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:
accessing a link distribution function specifying a desired spatial configuration for placing links in a document;
determining that a set of terms are present within the document, wherein each term included in the set of terms is predetermined to be associated with a corresponding link;
identifying textual portions of the document that correspond to locations of the set of terms determined to be present within the document;
determining that a subset of the textual portions satisfy the link distribution function, wherein each textual portion included in the subset of the textual portions includes a spatial distribution of terms that satisfies the desired spatial configuration for placing links in the document; and
placing links corresponding to the set of terms in the document at the subset of the textual portions.
9. The system of claim 8 , wherein:
the desired spatial configuration indicates a maximum number of links to be placed in a given textual region of the document; and
a number of terms determined to be present within each textual portion included in the subset of the textual portions is below the maximum number of links indicated by the desired spatial configuration.
10. The system of claim 9 , wherein the operations further comprise applying a Monte-Carlo function to the link distribution function.
11. The system of claim 10 , wherein applying the Monte-Carlo function comprises applying a Metropolis-Hastings Monte Carlo function that minimizes a quantity of operations that are performed in determining that the subset of the textual portions satisfy the link distribution function.
12. The system of claim 8 , wherein:
the set of terms are specified in a dictionary; and
the dictionary specifies a list of terms, and a Uniform Resource Locator (URL) associated with each term included in the list of terms.
13. The system of claim 12 , wherein placing links corresponding to the set of terms in the document at the subset of the textual portions by:
identifying, based on the dictionary, a URL associated with each term included in the set of terms, and
placing links representing URLs identified to be associated with the set of terms in the document at the subset of the textual portions.
14. A non-transitory computer-readable storage device encoded with computer program instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:
accessing a link distribution function specifying a desired spatial configuration for placing links in a document;
determining that a set of terms are present within the document, wherein each term included in the set of terms is predetermined to be associated with a corresponding link;
identifying textual portions of the document that correspond to locations of the set of terms determined to be present within the document;
determining that a subset of the textual portions satisfy the link distribution function, wherein each textual portion included in the subset of the textual portions includes a spatial distribution of terms that satisfies the desired spatial configuration for placing links in the document; and
placing links corresponding to the set of terms in the document at the subset of the textual portions.
15. The device of claim 14 , wherein:
the desired spatial configuration indicates a maximum number of links to be placed in a given textual region of the document; and
a number of terms determined to be present within each textual portion included in the subset of the textual portions is below the maximum number of links indicated by the desired spatial configuration.
16. The device of claim 15 , wherein the operations further comprise applying a Monte-Carlo function to the link distribution function.
17. The device of claim 16 , wherein applying the Monte-Carlo function comprises applying a Metropolis-Hastings Monte Carlo function that minimizes a quantity of operations that are performed in determining that the subset of the textual portions satisfy the link distribution function.
18. The device of claim 14 , wherein:
the set of terms are specified in a dictionary; and
the dictionary specifies a list of terms, and a Uniform Resource Locator (URL) associated with each term included in the list of terms.