Topic > Predicting Post Popularity Stackoverflow

The Internet is a huge resource of knowledge and information that provides you with all the information you want. But very often there are situations when you cannot find the answers to your questions. Your question may require trivial information, analytical thinking, or particular skills that can only be provided by people. not computers. Without these, your question may not be answered. Say no to plagiarism. Get a tailor-made essay on "Why Violent Video Games Shouldn't Be Banned"? Get an original essay. Fortunately, such websites exist only to be used to find experts in various fields. You can find people's thoughts and opinions on a particular topic. Such websites are called community question answering websites or CQA for short. In recent years, community question answering (CQA) websites have gained much popularity as a way to provide and search for information. These websites provide users with a direct and quick way to find the information users want. Furthermore, they provide other people's thoughts and opinions as these people are experts in their fields. StackOverflow is a community question answering website. It is a private website, the flagship site of Stack Exchange. On this website, people can ask questions and get answers on a wide range of computer science and programming topics. But very often people get the answer to their question not because no one knows the answer to that question, but because the question was not asked correctly or was not structured correctly so that users could understand the question and answer it correctly. Most of these unpopular questions are asked by new users who just started StackOverflow. Most of the time these new users are students who need help with their studies. It wouldn't have been a problem to ask unstructured questions, because they could just ask the question in a different way, but StackOverflow has a system that bans users if they have a bad reputation for frequently posting bad questions. This is problematic for new users since they don't know how to make a good post. And among these banned users almost all are new users. Prediction means predicting the approximate outcome of an event before the event actually occurs. In technical terms “forecast means determining the result exclusively on the description of another related data or another set of related data”. Predicting the popularity of a StackOverflow post means predicting whether the post will be liked or disliked. People will answer the question or not. On this basis, the problem can be transformed into a classification problem where two categories come out that will be popular or not. In StackOverflow publish a good post that gets more likes, almost all of them have a similar structure. For example, a good post has code added, a good post has a good title etc. We will define this type of feature to apply classification algorithms. While the popularity of a post depends on the content of the post, there are many other factors that determine how successful a post becomes. These features are like Title, Domain, Author, Thumbnail, Standalone text. Good classification performance was achieved using a statistical classification algorithm with varying numbers and types of features. The more characteristics taken into account that influence the popularity of a post, the more accurate the prediction will be. Despite StackOverflow's encouragement, many questions on StackOverflow are not answered. As StackOverflow grows in popularity,.