Method and system for initiating an interface concurrent with generation of a transitory sentiment community

A server computing system coupled to at least one subscriber computing device in a communication network, the server computing system comprising:

• a processor;
• a memory storing a set of instructions, the instructions when executed in the processor causing operations comprising:
• identifying, based at least in part upon a semantic similarity analysis performed in the processor, content associated with a subject of interest defined in accordance with at least one text character string, the content being included within social media content data received at the server computing device;
• detecting, based on monitoring by a sentiment parameter task automation concurrent with execution of a sentiment community software application in the processor, at least one sarcasm sentiment parameter within the content as being one of above and below a sarcasm sentiment likelihood threshold;
• responsive to the detecting, modifying, based at least in part upon accessing, by the processor, a linguistic framework that includes a sarcasm identification component stored in the memory, a sentiment classification associated with the at least one sarcasm sentiment parameter;
• and
• responsive to the modifying, initiating, at the subscriber computing device, a subscriber interface that includes a notification of the modified sentiment classification.

A non-transitory computer readable medium storing instructions, the instructions being executable in a processor, the instructions when executed in the processor causing operations comprising:

• identifying, based at least in part upon a semantic similarity analysis performed in a processor of the server computing device, content associated with a subject of interest defined in accordance with at least one text character string, the content being included within social media content data received at a server computing device;
• detecting, based on monitoring by a sentiment parameter task automaton concurrent with execution of a sentiment community software application in the processor, at least one sarcasm sentiment parameter within the content as being one of above and below a sarcasm sentiment likelihood threshold;
• responsive to the detecting, modifying, based at least in part upon accessing, by the processor, a linguistic framework that includes a sarcasm identification component stored in a memory of the server computing device, a sentiment classification associated with the at least one sarcasm sentiment parameter;
• and
• responsive to the modifying, initiating, at the subscriber computing device, a subscriber interface that includes a notification of the modified sentiment classification.