Four Principles of Explainable Artificial Intelligence

 

Four Principles of Explainable Artificial Intelligence

 

August, 2020

 

Abstract

“We introduce four principles for explainable artificial intelligence (AI) that comprise the fundamental properties for explainable AI systems. They were developed to encompass the multidisciplinary nature of explainable AI, including the fields of computer science, engineering, and psychology. Because one size fits all explanations do not exist, different users will require different types of explanations. We present five categories of explanation and summarize theories of explainable AI. We give an overview of the algorithms in the field that cover the major classes of explainable algorithms. As a baseline comparison, we assess how well explanations provided by people follow our four principles. This assessment provides insights to the challenges of designing explainable AI systems.”

 

You can find original document below:

Click to access NIST%20Explainable%20AI%20Draft%20NISTIR8312%20%281%29.pdf

2012 yılında Japonca eğitimim sonrasında hukuk fakültesine başladı. Jürging-Örkün-Putzar Rechtsanwalte (Almanya), Güler Hukuk Bürosu ve Ünsal & Gündüz Attorneys at Law' da staj yaptı. Japon dili sertifikası aldı. Ayrıca arabuluculuk- tahkim ve ceza hukuku gibi alanlarda sertifika programlarına katıldı.Bunların akabinde Bilişim ve Teknoloji Hukuku alanında yüksek lisans yapmaya başladı. Köksal & Partners hukuk bürosunda avukat olarak çalışmakta. Büyük bir merakla, robotlar, yapay zeka ve onların hukuksal durumları ve problemler ile ilgili çalışmalar yürütmekte. She studied law following herJapanese education on 2012. She fulfilled her internships in Jurging-Orkun-Putzar Rechtsanwalte(Germany), Guler Law Office and Unsal&Gunduz Attorney at Law . Also she has certificate of Japanese language and she has mediation and arbitration certificates and criminal law certificates from law workshops. Afterwards, she started the master program on information and technology law, at Istanbul Bilgi University. She works as a lawyer at Koksal & Partners law office. Her goal and ambition is the working in the field of Robotics, AI and their legal statutes and problems and exploring the relevant necessities where no women has ever gone before... Yazarın diğer yazıları için ayrıca bakınız: For further works of the author: https://bilgi.academia.edu/Selin%C3%87etin https://siberbulten.com/author/selin-cetin/

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