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According to Silicon Valley dynamics, IBM will launch a new technology in the coming months, which IBM believes will greatly improve the way computers read and use data by unifying several different academic studies on artificial intelligence.
The new technology that IBM is working on is called the "UIMA Information Management Architecture", an xml-based data-reading architecture. Alfred Spector, vice president of IBM's services and software business, said Uima would greatly expand and enhance the data-reading technology behind the database. "Uima will be part of the database or, more likely, it will be what the database reads," he said. You can use it to keep abreast of situations and to make changes to automated or manually controlled systems more efficiently. "Once incorporated into the system, Uima will be able to obtain and display real-time traffic conditions and the average speed of the highway, and allow the plant to control fuel consumption and optimize production plans." At the same time, automated language translation and natural language processing functions will also be possible. Uima relies on the "merger hypothesis" theory, which claims that statistical machine learning techniques (an intelligent technology relied on by search engines), artificial intelligence syntax, and other artificial intelligence technologies can be fused together in the near future. Spector said: "If we parallel the use of various artificial intelligence theory of the proposed technology, we will be able to multiply reduce the error rate." We will make practical use of the theory of merger hypothesis, and this year will achieve a series of results. I think you can see these successes in the technologies people use over the next few years, and it doesn't take long. He added: "Although the Nasdaq has fallen from its peak, this progress will surely surpass what has been accomplished in the future." ”