For example- What role do the certain question(s) play in the subject’s life? In order to calculate compatibility, the computer must find a way to compare the answer to each question, the ideal partner’s answer to each question and the level of importance of the question against that of someone else’s answers.
The way that this is done is by using a weighted scale for each level of importance as seen below: Level of Importance Point Value Irrelevant 0 A Little Important 1 Somewhat Important 10 Very Important 50 Mandatory 250 You may be asking yourself ‘How is this computed?
It always shows you the lowest match percentage possible because they want person A and person B to answer more questions to increase the confidence of the match.
For example, if person A and B only had answered two of the same questions margin of error for that sample size will be 50%.
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.
The study: Researchers, led by Eli Finkel of Northwestern University, conducted an extensive study of online dating by examining matchmaking algorithms, reading hundreds of psychological studies, and interviewing dating website CEOs.Well, a geometric mean, which is “a type of mean or average which indicates the central tendency or typical value of a set of numbers” (Rudder, 2013), is ideal for this situation because it is great for sets of values with wide ranges and is great at comparing values that represent very different properties, such as your taste in literature and your plans for the future and even whether or not you believe in God (best of all, the algorithm can still be useful even when there is a very small set of data).It uses margin of error, which is “a statistic expressing the amount of random sampling error in a surveys results” (Rudder, 2013), to give person A the most confidence in the match process.“Like you use sentences to tell a person a story; you use algorithms to tell a story to a computer” (Rudder 2013).In today’s day and age, we have the world at our fingertips.This is a mathematical way of expressing how happy you would be with each other based on how you answered the questions for the computer.