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Knowledge Robots for Knowledge Workers: Self-Learning Agents connecting Information and Skills

机译:面向知识工作者的知识机器人:连接信息和技能的自学代理

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摘要

The use of a desktop computer is restricted in many ways for the ordinary person today. People are not able to cope with the exponential growth of information and the increasing speed of information growth and business processes made possible by information and communication technologies. People have lost control over the information universe or infoverse. Intelligent technical support, not only for information storage and retrieval, but also for information selection, process planning, and decision support is needed. It is predicted that smart and mobile computing units embedded in a variety of appliances, such as TV sets and cars, will bring computing power and the common users of these intelligent appliances closer to each other by using natural language and social skills together with computer mediated communication. A general architecture of a knowledge robot or knowbot is described, based on a multi-agent platform and distributed computational intelligence. Knowbots consist of self-learning artificial brains connected to input sensors and output actuators of which speech recognition and synthesis are used to connect to networks of people. They have access to other software agents and computer programs through direct access or a multi-agent platform. A newly defined partnership between people and machines equipped with knowbots are a way to keep in control of the exploding infoverse.
机译:对于今天的普通人来说,台式计算机的使用在许多方面受到限制。人们无法应对信息的指数级增长以及信息和通信技术所带来的信息增长和业务流程的增长速度。人们已经失去了对信息世界或信息宇宙的控制。需要智能的技术支持,不仅用于信息存储和检索,而且还用于信息选择,过程计划和决策支持。预计嵌入在各种设备(例如电视机和汽车)中的智能和移动计算单元将通过使用自然语言和社交技能以及计算机介导的功能,使计算能力和这些智能设备的普通用户彼此之间更加接近通讯。基于多智能体平台和分布式计算智能,描述了知识机器人或知识机器人的一般体系结构。 Knowbots由连接到输入传感器和输出执行器的自学习人工大脑组成,其中语音识别和合成用于连接到人的网络。他们可以通过直接访问或多代理平台访问其他软件代理和计算机程序。人与装备有知识机器人的机器之间新定义的伙伴关系是一种控制爆炸式信息世界的方式。

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