An embodiment of the invention may include a method, computer program product and computer system for communications analysis and participation recommendation. The method, computer program product and computer system may include a computing device which may collect and analyze communications of a user. The computing device may identify a user contribution pattern for the user. The computing device may analyze one or more conversations and identify a conversation relevant to the user based on the identified user contribution pattern. The computing device may generate, in response to identifying a relevant conversation, a notification to the user of the relevant conversation.