Intelligent user interfaces

Intelligent knowledge based systems

Japan: the icot programme

The fifth generation development programmes

There are five major programmes under way to develop fifth generation computers: the Japanese Icot programme, the MCC and Darpa projects in the USA, the Esprit initiative in the EЕС and the Alvey programme in Britain. There is a certain measure of collaboration between the programmes, but the research results in each project are intended to be implemented within the region. Most research and development is being carried out by consortia of corporations and universities.

The Japanese Icot project is regarded as a critical element in Japan's industrial performance, and continuing prosperity, in the 1990s and beyond. A central institute (Icot) has been set up, where the basic research takes place. Develop­ment work is done under contract by Japanese computer corporations and universities. A number of main research streams are being followed, including advanced computer architecture, systems software, VLSI chip technology and applications for the new computers. A cyclic progression is intended, with advances in each area being used to assist in the next stages of all the others. For example, the first series of workstations for the researchers are sequential inference computers, programmed in a derivative of Prolog: Advances in architecture are intended to lead to the development of parallel inference computers for the next phase of the research.

Intelligent knowledge based systems (IKBS) are the central elements of fifth generation computers. They use inference to apply knowledge to perform a task. They require at least the following capabilities: classification, concept formation, summarizing, selection, searching, reasoning, planning, modelling, the use of ‘common sense' rules, and the ability to learn. Most of these are beyond the capabilities of present-day computers.

Research and development work is under way on various aspects of these problems, the most important - and the most difficult - being аn adequate method of knowledge representation. A number of techniques of knowledge processing are being tried out. These include evidential reasoning, based on the way people draw conclusions from bodies of evidence, such as that presented as a trial, and procedural learning, based on the way experts learn to solve difficult problems. Efficient methods of searching large databases are also being investigated.

Intelligent user interfaces aim to make fifth generation computers usable by far more people than use computers at present. This is in spite of the complexity of the systems, and the fact that many users will not be computer experts. The technique is to make the computer behave much more as a person would expect. Two main channels of communication are being emphasized: the use of natural language and image processing.

Although a complete natural language will be beyond the capabilities of even a fifth generation computer, the intention is to enable them to use a large enough subset to make a number of voice-driven applications possible. Image processing requires the computer to be able to accept video pictures as input, and generate output of the same quality. Some approximation to three-dimensional vision is required. Intelligent interfaces will be supported by a complete hardware and software subsystem of the computer, as described above.

Дата добавления: 2014-12-24