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The only answer to this problem is to figure out a simple means for Websites to be paid for their content material. Sadly, this business mannequin ended up being utterly fallacious for the online, and a huge number of web sites went out of enterprise by utilizing this mannequin. In the present day, with the net, worldwide publishing is simple and instantaneous. The impact that Web income would have on the economy, and on the varieties and amount of content material posted to the web, could be significant. The net is nothing like that. Search engines like Google and social media websites like Facebook have an enormous amount of data on their customers’ lives and daily routines that is extraordinarily beneficial for advertising and advertising. It is also very rare to search out books containing advertising. For small sites, the explanation that promoting does not work is because you could have to rent a sales staff to promote advertising. The benefits to be reaped by paying a really small sum of money for Internet content are gigantic. A business that publishes on the net must have a strategy to make money — otherwise it goes out of business, and its content is misplaced. Using bag-of-words model to generate the vector representations utilizing question phrases to represent queries, and doc titles to symbolize documents is a extra intuitive manner for vector generation.

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