Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As Twitter gains popularity, millions of messages are generated every day via this platform allowing people to communicate with each other through daily chatter and public conversations. This social content is usually considered more subjective than professional articles involving a lot of opinions and thoughts. This has stimulated many companies to use tets to keep track and have general overview on their customer opinions about the brand. The conversational element of Twitter is of particular interest to the marketing community. Hover, most studies on summarizing customer opinions through Twitter, have so far employed single tets rather than considering the whole conversations. As tets are limited to 140 characters and usually written in an informal way, it is frequently hard to detect the exact meaning of the tet when taken separately. ,  propose a new approach for customer opinion summarization based on Twitter conversations named COSTwiC.  employ a new conversation-based method that employs conversation interactions to effectively extract the different product features as ll as the polarity of the conversation messages. Experimentations show promising results. In particular,  have proved that incorporating conversation structure in the opinion summarization task contributes to improving system performance.
['Rania Othman', 'Rami Belkaroui', 'Rim Faiz']
I am writing a research paper on a idea Customer Opinion Summarization Based on Twitter Conversations
[{"from": "human", "value": "I am writing a research paper on a idea Customer Opinion Summarization Based on Twitter Conversations"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As Twitter gains popularity, millions of messages are generated every day via this platform allowing people to communicate with each other through daily chatter and public conversations. This social content is usually considered more subjective than professional articles involving a lot of opinions and thoughts. This has stimulated many companies to use tets to keep track and have general overview on their customer opinions about the brand. The conversational element of Twitter is of particular interest to the marketing community. Hover, most studies on summarizing customer opinions through Twitter, have so far employed single tets rather than considering the whole conversations. As tets are limited to 140 characters and usually written in an informal way, it is frequently hard to detect the exact meaning of the tet when taken separately. ,  propose a new approach for customer opinion summarization based on Twitter conversations named COSTwiC.  employ a new conversation-based method that employs conversation interactions to effectively extract the different product features as ll as the polarity of the conversation messages. Experimentations show promising results. In particular,  have proved that incorporating conversation structure in the opinion summarization task contributes to improving system performance."}]