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A website is hosted on at least one web server, accessible via a network such as the Internet or a private local area network through an Internet address known as a Uniform Resource Locator.All publicly accessible websites collectively constitute the World Wide Web.Despite the importance of this type of recommender, our work is the first to distinguish it and define its properties.We have implemented RECON, a reciprocal recommender for online dating, and have evaluated it on a large dataset from a major Australian dating website.These are the links that the website owner does not need to ask for as they are naturally given by other website owners.Resource links are a category of links, which can be either one-way or two-way, usually referenced as "Resources" or "Information" in navbars, but sometimes, especially in the early, less compartmentalized years of the Web, simply called "links".Many sites also link to direct competitors, figuring that the benefits outweigh any disadvantages.
Reciprocal links are also known as “link swaps”, “link exchanges” and “link partners”. Reciprocal links help you in two ways: Late in 2005, Google's Matt Cutts made it clear that it's possible to “overdo” reciprocal links.
Recommender systems or recommendation systems (sometimes replacing "system" with a synonym such as platform or engine) are a subclass of information filtering system that seek to predict the 'rating' or 'preference' that a user would give to an item or social element they had not yet considered, using a model built from the characteristics of an item (content-based approaches) or the user's social environment (collaborative filtering approaches).