%0 Journal Article %1 AIMag660 %A Laffey, Thomas %A Cox, Preston %A Schmidt, James %A Kao, Simon %A Readk, Jackson %D 1988 %J AI Magazine %K Applications Financial Rete %N 1 %T Real-Time Knowledge-Based Systems %U http://www.aaai.org/ojs/index.php/aimagazine/article/view/660 %V 9 %X Real-time domains present a new and challenging environment for the application of knowledge-based problem-solving techniques. However, a substantial amount of research is still needed to solve many difficult problems before real-time expert systems can enhance current monitoring and control systems. In this article, we examine how the real-time problem domain is significantly different from those domains which have traditionally been solved by expert systems. We conduct a survey on the current state of the art in applying knowledge-based systems to real-time problems and describe the key issues that are pertinent in a real-time domain. The survey is divided into three areas: applications, tools, and theoretic issues. From the results of the survey, we identify a set of real-time research issues that have yet to be solved and point out limitations of current tools for real-time problems. Finally, we propose a set of requirements that a real-time knowledge-based system must satisfy.

@article{AIMag660, abstract = {Real-time domains present a new and challenging environment for the application of knowledge-based problem-solving techniques. However, a substantial amount of research is still needed to solve many difficult problems before real-time expert systems can enhance current monitoring and control systems. In this article, we examine how the real-time problem domain is significantly different from those domains which have traditionally been solved by expert systems. We conduct a survey on the current state of the art in applying knowledge-based systems to real-time problems and describe the key issues that are pertinent in a real-time domain. The survey is divided into three areas: applications, tools, and theoretic issues. From the results of the survey, we identify a set of real-time research issues that have yet to be solved and point out limitations of current tools for real-time problems. Finally, we propose a set of requirements that a real-time knowledge-based system must satisfy.}, added-at = {2013-07-22T11:47:12.000+0200}, author = {Laffey, Thomas and Cox, Preston and Schmidt, James and Kao, Simon and Readk, Jackson}, biburl = {https://www.bibsonomy.org/bibtex/2ea13350c524c9974cd3737a8cf090302/gron}, description = {Real-Time Knowledge-Based Systems | Laffey | AI Magazine}, interhash = {09bb5a6116d045e8ca148184718de4f3}, intrahash = {ea13350c524c9974cd3737a8cf090302}, issn = {0738-4602}, journal = {AI Magazine}, keywords = {Applications Financial Rete}, number = 1, timestamp = {2013-07-22T11:47:12.000+0200}, title = {Real-Time Knowledge-Based Systems}, url = {http://www.aaai.org/ojs/index.php/aimagazine/article/view/660}, volume = 9, year = 1988 }