IBM‘s Watson, an artificial intelligence computer system which famously defeated two all-time Jeopardy! quiz show champions, may soon go from playing games to answering questions in the workplace and call centers as IBM looks to modify the technology for business.
Apache Hadoop, which was used for pre-processing, to answer the game’s queries on diverse subjects from science to popular culture by searching through 200 million pages of structured and unstructured information taking up 4 terabytes of disk storage. It had to do so faster than the three second time limit, and had to understand the show’s host, Alex Trebek. In other words, Watson was capable of understanding complex spoken queries and finding results rapidly from massive databases.was powered by distributed computing technologies such as
The practical application of such technology is diverse and vast. One of the first fieldsset to apply Watson was medicine, where eight universities are working on turning the system into an automated physician’s assistant, hearing a patient’s symptoms and then firing back questions to narrow down possible diagnoses. Another proposed use has been as a replacement for “phone trees” at call centers. Currently, automated call centers mean that customers have to choose from limited, numbered options then wait for a new set of choices until they reach their specific query, which is imprecise, frustrating, and time consuming. Watson-like technology would allow them to list what’s wrong as if they were speaking to a person while the computers search through documentation and past problems. Another proposed application is allowing marketing departments rather than statisticians, programmers, and data whizzes work with business intelligence and analytics, as Watson would allow them to phrase their queries in natural language and then dive into the for them.
Yet these are only the few possible applications of such technology currently in the media. By solving several common problems, from speech and language recognition to fast Big Data analysis, Watson could be applied to almost any field, such as intelligence, helping analysts quickly test hypotheses. or law, sifting through past cases for precedent faster than any paralegal. With data everywhere growing constantly bigger and more complex, technology like Watson has the potential to revolutionize how we ask and answer questions.
- Calling for tech support? IBM’s Watson might be on the other end (engadget.com)
- IBM’s Watson may soon be answering your customer service calls (digitaltrends.com)
- IBM researcher talks up Watson’s potential (venturebeat.com)