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Sunday, December 02, 2018

People's Attitude Towards Algorithms

Though humans have broad concerns of the use of computer algorithms, it is inevitable they will be used ...

Public Attitudes Toward Computer Algorithms  By   Aaron Smith in Pew
Americans express broad concerns over the fairness and effectiveness of computer programs making important decisions in people’s lives

Real-world examples of the scenarios in this survey
All four of the concepts discussed in the survey are based on real-life applications of algorithmic decision-making and artificial intelligence (AI):

Numerous firms now offer nontraditional credit scores that build their ratings using thousands of data points about customers’ activities and behaviors, under the premise that “all data is credit data.”
States across the country use criminal risk assessments to estimate the likelihood that someone convicted of a crime will reoffend in the future.

Several multinational companies are currently using AI-based systems during job interviews to evaluate the honesty, emotional state and overall personality of applicants.
Computerized resume screening is a longstanding and common HR practice for eliminating candidates who do not meet the requirements for a job posting.

Algorithms are all around us, utilizing massive stores of data and complex analytics to make decisions with often significant impacts on humans. They recommend books and movies for us to read and watch, surface news stories they think we might find relevant, estimate the likelihood that a tumor is cancerous and predict whether someone might be a criminal or a worthwhile credit risk. But despite the growing presence of algorithms in many aspects of daily life, a Pew Research Center survey of U.S. adults finds that the public is frequently skeptical of these tools when used in various real-life situations. .... "

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