Prior to his current role, Nikhil was a Senior Data Scientists at Arria NLG.
Regardless of these pending specifics, the General Data Protection Regulation is the start of a new conversation a new era for legislation and online treinkaartje kopen met korting the future of human and computer interaction.
All these systems will need to now zwarte korte laarsjes meisjes explain the why behind the decisions that are being made in real time.This regulation renders decision making algorithms accountable to the people they affect.Two key articles in the regulations (articles 13(2f) and 22(1) and (4) address how businesses can use collected data. Each automated BPA could be a potential vulnerability.At this stage, businesses simply do not have any legal precedents.
At this point, businesses dont know what constitutes a valid explanation.
Edited by, alicia Young.
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Natural language generation (NLG) is one possible solution for auto-generating the explanations necessary to comply with the General Data Protection Regulation.
The users right to an explanation could be fulfilled manually by publishing a standard explanation for all users if the law allowed this.
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Most importantly, one of the articles in the regulation mandates that customers now have a right to explanation if their personal data is used to generate an automated service.However, buried within the legislation are new regulations around how companies leverage automated individual decision making, including profiling.Welfare recipients can now use federal rent vouchers to purchase manufactured homes, under a new housing reform bill President Obama signed into law in late July.What role should automation play in our day-to-day privacy and Internet use?These stipulations could have enormous implications for global Internet services.Alternatively, visualizations of the business logic could also be presented as explanations.Of course organizations may choose simpler solutions than NLG by simply listing out the business rules (if such rules drive the decision making algorithm) that fired for a given user as explanation.Globally, organizations are currently adopting unprecedented levels of business process automation (BPA and therefore their exposure to the new regulation could be significant.
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