Techniques for enhancing a member profile with a document reading history
View Patent ↗Disclosed in some examples is a method of providing a bookmarking service on a social networking service, the method including receiving, over a network, an indication that a member of the social networking service interacted with an item of content; associating the item of content with a skill using a computer processor; and storing an indication in a storage device that the member interacted with the item of content and the skill associated with the item of content.
1. A method of providing a bookmarking service
integrated with a social networking service, the method comprising:
receiving, over a network, an indication that a member of the social networking service interacted with an item of content;
associating the item of content with a skill using a computer processor, the skill one of a plurality of standardized skills and
storing an indication in a storage device that the member interacted with the item of content and the skill associated with the item of content;
wherein associating the item of content with the skill comprises:
computing a term inverse document frequency for a plurality of terms in the item of content;
comparing the term inverse document frequency for the plurality of terms in the item of content with a plurality of common terms associated with the plurality of standardized skills; and
calculating a probability that the document is associated with one of the plurality of skills, based upon the term inverse document frequency for the plurality of terms in the item of content and the plurality of common terms associated with the one of the plurality of skills.
2. The method of claim 1 , comprising:
providing an interface to the member which presents information on the item of content and presents the associated skill.
3. The method of claim 1 , comprising:
receiving an indication that a second member of the social networking service interacted with a second item of content;
associating the second item of content with the skill;
determining that the member has not interacted with the second item of content;
providing a recommendation to the member to interact with the second item of content.
4. The method of claim 1 , comprising:
increasing a skill rank of the member for the skill associated with the item of content.
5. The method of claim 1 , comprising:
receiving an indication from the member to recommend the item of content to a second member, the second member and the first member being connected; and
presenting a recommendation to the second member.
6. The method of claim 1 , comprising:
storing information about the item of content along with the associated skill in the storage device.
7. A system for providing a bookmarking service integrated with a social networking service, the system comprising:
a communications module configured to:
receive, over a network, an indication that a member of the social networking service interacted with an item of content; and
a content processing module configured to:
associate the item of content with a skill using a computer processor, the skill one of a plurality of standardized skills; and
store an indication in a storage device that the member interacted with the item of content and the skill associated with the item of content;
wherein the content processing module is configured to associate the item of content with the skill by at least:
computing a term inverse document frequency for a plurality of terms in the item of content;
comparing the term inverse document frequency for the plurality of terms in the item of content with a plurality of common terms associated with a plurality of standardized skills;
calculating a probability that the document is associated with one of the plurality of skills, based upon the term inverse document frequency for the plurality of terms in the item of content and the plurality of common terms associated with the one of the plurality of skills.
8. The system of claim 7 , comprising a customization module configured to:
provide an interface to the member which presents information on the item of content and presents the associated skill.
9. The system of claim 7 , wherein the communications module is configured to:
receive an indication that a second member of the social networking service interacted with a second item of content;
the content processing module is configured to:
associate the second item of content with the skill; and
the system comprises a customization module configured to:
determine that the member has not interacted with the second item of content; and
provide a recommendation to the member to interact with the second item of content.
10. The system of claim 7 , comprising a customization module configured to
increase a skill rank of the member for the skill associated with the item of content.
11. The system of claim 7 , comprising a customization module configured to:
receive an indication from the member to recommend the item of content to a second member, the second member and the first member being connected; and
present a recommendation to the second member.
12. The system of claim 7 , wherein the processing module is configured to:
store information about the item of content along with the associated skill in the storage device.
13. A non-transitory machine readable medium that stores instructions which when performed by a machine, cause the machine to perform operations comprising:
receiving, over a network, an indication that a member of a social networking service interacted with an item of content;
associating the item of content with a skill using a computer processor, the skill one of a plurality of standardized skills; and
storing an indication in a storage device that the member interacted with the item of content and the skill associated with the item of content;
wherein the operations for associating the item of content with the skill comprises the operations of:
computing a term inverse document frequency for a plurality of terms in the item of content;
comparing the term inverse document frequency for the plurality of terms in the item of content with a plurality of common terms associated with the plurality of standardized skills; and
calculating a probability that the document is associated with one of the plurality of skills, based upon the term inverse document frequency for the plurality of terms in the item of content and the plurality of common terms associated with the one of the plurality of skills.
14. The machine readable medium of claim 13 , wherein the instructions comprise instructions which when performed by the machine, cause the machine to:
provide an interface to the member which presents information on the item of content and presents the associated skill.
15. The machine readable medium of claim 13 , wherein the instructions comprise instructions which when performed by the machine, cause the machine to:
receive an indication that a second member of the social networking service interacted with a second item of content;
associate the second item of content with the skill;
determine that the member has not interacted with the second item of content;
provide a recommendation to the member to interact with the second item of content.
16. The machine readable medium of claim 13 , wherein the instructions comprise instructions which when performed by the machine, cause the machine to:
increase a skill rank of the member for the skill associated with the item of content.
17. The machine readable medium of claim 13 , wherein the instructions comprise instructions which when performed by the machine, cause the machine to:
receive an indication from the member to recommend the item of content to a second member, the second member and the first member being connected; and
present a recommendation to the second member.
18. The machine readable medium of claim 13 , wherein the instructions comprise instructions which when performed by the machine, cause the machine to:
store information about the item of content along with the associated skill in the storage device.