Watson is an artificially intelligent computer system capable of answering questions posed in natural language, developed in IBM's DeepQA project. Watson is a cognitive technology that processes information more like a human than a computer—by understanding natural language, generating hypotheses based on evidence and learning as it goes.
2. WATSON
Artificially intelligent computer system
Capable of answering questions posed in natural language
Developed in IBM's DeepQA project
Watson was named after IBM's Thomas J. Watson.
4. Actually, What is it?
question answering (QA) computing system
advanced natural language processing
information retrieval
knowledge representation
automated reasoning
machine learning technologies
to the field of open domain question answering
5. Hardware
workload optimized, integrating massively
parallel POWER7 processors and being built on
IBM's DeepQA technology
composed of a cluster of ninety IBM Power 750 servers,
each of which uses a 3.5 GHz POWER7 eight core
processor, with four threads per core
In total, the system has 2,880 POWER7 processor
cores and is able to store 16 terabytes of RAM
6. Hardware
Watson can process 500 gigabytes, the equivalent of a
million books, per second
Watson's hardware cost at about $3 million and with
80 TeraFLOPs
the content was stored in Watson's RAM for the
operation because data stored on hard drives are too
slow to access
9. Software
written in various languages
Java, C++, Prolog, etc
Apache Hadoop framework for distributed computing,
Apache UIMA (Unstructured Information
Management Architecture) framework
IBM’s DeepQA
10. Software
SUSE Linux Enterprise Server 11 operating system
more than 100 different techniques
analyze natural language
identify sources
find and generate hypotheses
find and score evidence
merge and rank hypotheses
11. DATA
Sources of information include encyclopaedias,
dictionaries, thesauri, newswire articles, and literary
works.
Watson also used databases, taxonomies, and
ontologies.
DBPedia, WordNet, Yago
Millions of information and data - to build its
knowledge.
14. First Implementation
Watson competed on Jeopardy! against former
winners Brad Rutterand Ken Jennings
Watson received the first prize of $1 million
16. Current Implementation
Watson software system's first commercial application
would be for utilization management decisions
Lung cancer treatment at Memorial Sloan–Kettering
Cancer Center in conjunction with health insurance
company WellPoint
IBM Watson’s business chief Manoj Saxena says that
90% of nurses in the field who use Watson now follow
its guidance
18. Future Implementation
Rensselaer Polytechnic Institute will receive a
successor version of Watson
at the Institute's technology park – for researchers and
students