Methods and systems for recommending a context based on content interaction

A method comprising:

• performing operations for generating a user interface element for performing an additional action pertaining to a recommendation of a context presented in a user interface of a computer system of a member of a plurality of members of an online computerized social networking system, the operations comprising:
• storing a plurality of content items in a database of the online computerized social networking system, the plurality of content items generated by the plurality of members of the online computerized social networking system;
• detecting a plurality of interactions initiated by the member of the plurality of members with respect to the plurality of content items;
• determining a topic of interest of the member based on the detecting of the plurality of interactions and based on a similarity between a plurality of subjects of a plurality of topics of interest corresponding to the plurality of content items;
• and
• based on a detecting of an action by the member pertaining to the topic of interest, automatically generating a notification for presentation in the user interface of the computer system of the member, the notification including a recommendation of a context pertaining to the topic of interest of the member, the notification identifying a relationship between the topic of interest and a subset of the plurality of content items stored in the database of the online computerized social networking system, the user interface including the user interface element for performing the additional action.

A non-transitory machine-readable medium embodying a set of instructions that, when executed by a processor, cause the processor to perform operations generating a user interface element for performing an additional action pertaining to a recommendation of a context presented in a user interface of a computer system of a member of a plurality of members of an online computerized social networking system, the operations comprising:

• storing a plurality of content items in a database of the online computerized social networking system, the plurality of content items generated by the plurality of members of the online computerized social networking system;
• detecting a plurality of interactions initiated by a member of the plurality of members with respect to the plurality of content items;
• determining a topic of interest of the member based on the detecting of the plurality of interactions and based on a similarity between a plurality of subjects of a plurality of topics of interest corresponding to the plurality of content items;
• and
• based on a detecting of an action by the member pertaining to the topic of interest, automatically generating a notification for presentation in the user interface of the computer system of the member, the notification including a recommendation of a context pertaining to the topic of interest of the member, the notification identifying a relationship between the topic of interest and a subset of the plurality of content items stored in the database of the online computerized social networking system, the user interface including the user interface element for performing the additional action.