Machine learning & AI

Q&A: How to make AI systems learn better

Artificial intelligence systems are smart. They can recognize patterns better than humans, for example. Yet humans are still very much needed. How can you better steer those AI systems? LIACS lecturer Jan van Rijn wrote a ...

Security

Using blockchain contracts to build botnets

Blockchain is a decentralized ledger technology that secures the integrity of transactions through digital signatures and will be familiar to anyone who has investigated digital or "crypto" currencies. The technology has ...

Business

Tech industry seeks new frontiers as Congress lags behind

Tech companies are racing toward new frontiers involving immersive virtual reality worlds that some experts fear could exacerbate existing problems as Congress lags behind the sector's rapid developments.

Security

Global race to patch critical computer bug

Security experts around the world raced Friday to patch one of the worst computer vulnerabilities discovered in years, a critical flaw in open-source code widely used across industry and government in cloud services and enterprise ...

Computer Sciences

Avoid a privacy nightmare with 'Lean Privacy Review'

When Google launched its own attempt at a social network—Google Buzz—back in 2010, the company initially suffered a PR nightmare. "WARNING: Google Buzz Has A Huge Privacy Flaw," read Business Insider. It turned out, Google ...

Hi Tech & Innovation

New Mazda cars will stop if driver suffers health problem

Cars already know how to park themselves, warn drowsy drivers, steer back into the right lanes and propose map routes to destinations. The cars Mazda has in the works for next year in Japan know when drivers have a stroke ...

Security

Hackers release Israeli LGBTQ dating site details

Israel's justice ministry said Tuesday Google had blocked sites of a hacking group that leaked user details of an Israeli LGBTQ dating site, an attack some security experts blamed on Iran.

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Expert

An expert ( Audio (US) (help·info), also called cognoscente) is someone widely recognized as a reliable source of technique or skill whose faculty for judging or deciding rightly, justly, or wisely is accorded authority and status by their peers or the public in a specific well-distinguished domain. An expert, more generally, is a person with extensive knowledge or ability based on research, experience, or occupation and in a particular area of study. Experts are called in for advice on their respective subject, but they do not always agree on the particulars of a field of study. An expert can be, by virtue of credential, training, education, profession, publication or experience, believed to have special knowledge of a subject beyond that of the average person, sufficient that others may officially (and legally) rely upon the individual's opinion. Historically, an expert was referred to as a sage (Sophos). The individual was usually a profound thinker distinguished for wisdom and sound judgment.

Experts have a prolonged or intense experience through practice and education in a particular field. In specific fields, the definition of expert is well established by consensus and therefore it is not necessary for an individual to have a professional or academic qualification for them to be accepted as an expert. In this respect, a shepherd with 50 years of experience tending flocks would be widely recognized as having complete expertise in the use and training of sheep dogs and the care of sheep. Another example from computer science is that an expert system may be taught by a human and thereafter considered an expert, often outperforming human beings at particular tasks. In law, an expert witness must be recognized by argument and authority.

Research in this area attempts to understand the relation between expert knowledge and exceptional performance in terms of cognitive structures and processes. The fundamental research endeavor is to describe what it is that experts know and how they use their knowledge to achieve performance that most people assume requires extreme or extraordinary ability. Studies have investigated the factors that enable experts to be fast and accurate.

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