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Dating site matching algorithm

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The internet has made many things easier, including dating, allowing us to interact and connect with a plethora of new people—even those that were deemed unreachable just fifteen minutes beforehand. Christian Rudder, one of the founders of OKCupid, examines how an algorithm can be used to link two people and to examine their compatibility based on a series of questions. As they answer more questions with similar answers, their compatibility increases. You may be asking yourself how we explain the components of human attraction in a way that a computer can understand it. Well, the number one component is research data. OKCupid collects data by asking users to answer questions: these questions can range from minuscule subjects like taste in movies or songs to major topics like religion or how many kids the other person desires.
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What's Wrong With the OkCupid Algorithm for Matching People?

Neil Clark Warren , an American clinical psychologist, Christian theologian, seminary professor, and chairman and co-founder of eHarmony and its sister site CompatiblePartners. In the wild, that is the temptation, but I think there can be advantages to a more systematic exploration that online dating enhances. The site explains everything in depth here , but the gist is there are six sections. The second section is Social Style, and that covers character, kindness, dominance, sociability, autonomy, and adaptability. Cognitive Mode is next, and within that section is intellect, curiosity, humor, and artistic passion. The fourth section is Physicality, which looks into physical energy, passion, sexual vitality and security, industry, and appearance. Lastly is Values and Beliefs, and this section consists of spirituality, family goals, traditionalism, ambition, and altruism.
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What’s Wrong With the OkCupid Algorithm for Matching People?

In mathematics , economics , and computer science , the stable marriage problem also stable matching problem or SMP is the problem of finding a stable matching between two equally sized sets of elements given an ordering of preferences for each element. A matching is a mapping from the elements of one set to the elements of the other set. A matching is not stable if:. In other words, a matching is stable when there does not exist any match A , B which both prefer each other to their current partner under the matching.
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Dating sites like eHarmony aim to match partners based on a variety of factors. By subscribing to the service, users are shown several potential matches each day and are given the choice to communicate with them. Founders of eHarmony believe that a high similarity in these areas correlates to a better chance of a good match, though this claim has been disputed by psychologists. Users can also specify additional criteria that is important to them, including location, height and religion.
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