Name
Abstract | ||
|---|---|---|
Recently there has been much criticism in the AI community that knowledge based systems are not situated. We argue that trying to provide for situatedness in a conventional system will lead to the so called model explosion cycle and that for most application environments adaptivity is needed for situated behavior. Cooperative systems are a solution to the model explosion cycle where adaptivity is delegated to the user. A hybrid symbolic/connectionist system offers self tuning capabilities (and therefore adaptivity) but can't cope with the model explosion cycle. Integrating both approaches into a cooperative hybrid system leads to a much more situated behavior than conventional systems can achieve. Our approach is illustrated using a real-life expert system in the domain of technical troubleshooting. Ongoing practical tests indicate that a cooperative hybrid design presents an attractive architecture for knowledge based systems. |
Year | Venue | Keywords |
|---|---|---|
1991 | IJCAI | cooperative system,cooperative hybrid design,attractive architecture,real-life expert system,AI community,cooperative hybrid system,application environments adaptivity,model explosion cycle,connectionist system,conventional system |
DocType | ISBN | Citations |
Conference | 1-55860-160-0 | 2 |
PageRank | References | Authors |
0.41 | 2 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Matthias Gutknecht | 1 | 9 | 5.75 |
| Rolf Pfeifer | 2 | 1398 | 161.88 |
| Markus Stolze | 3 | 184 | 34.39 |