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    A good project using a news dataset?

    Posted: 25 Jul 2018 02:04 PM PDT

    I've managed to build up a large-ish corpus of news articles from multiple publications over a period of about a month. What are some good projects related to it?

    One option that I have is a sort of aggregate summarization: Given an article as input (e.g. a NYT article about the royal wedding), find articles in other publications about the same topic and create a summary that uses information from all of the articles that are returned by the search function.

    This might be too hard, though; I think the biggest challenge would be avoiding redundant information when summarizing the group of documents. I'd need some form of novelty detection or something. I liked this neat-looking project on Towards Data Science where the CEO of Machine Box managed to make a very strong classifier that detected fake news. Stuff like that would require a lot of pre-handling the data; for the fake-news project the guy manually marked every article as being fake or real.

    submitted by /u/VerySecretCactus
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