Name
Abstract | ||
|---|---|---|
Some problem-solving tasks are amenable to integrated case retrieval and generative planning techniques. This is certainly true for some decision support tasks, in which a user controls the problem-solving process but cannot provide a complete domain theory. Unfortunately, existing integrations are either non-interactive or require a complete domain theory and/or complete world state to produce acceptable plans, preventing them from being easily used in these situations. We describe a novel integrated algorithm, named SiN, that is interactive and does not require a complete domain theory or complete world state. SiN users leverage a conversational case retriever to focus both partial world state acquisition and plan generation. We highlight the benefits of SiN (e.g., quadratically fewer cases needed) in an experimental study using a new travel planning domain. |
Year | DOI | Venue |
|---|---|---|
2000 | 10.1007/3-540-44527-7_19 | EWCBR |
Keywords | Field | DocType |
conversational case retriever,sin user,novel integrated algorithm,partial world state acquisition,complete domain theory,generative planning technique,new travel planning domain,generative planning,integrated case retrieval,fewer case,integrating conversational case retrieval,complete world state,decision support,domain theory | Quadratic growth,Computer science,Decision support system,Domain theory,Artificial intelligence,Generative grammar,Knowledge base | Conference |
Volume | ISSN | ISBN |
1898 | 0302-9743 | 3-540-67933-2 |
Citations | PageRank | References |
7 | 1.41 | 13 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Hector Muñoz-Avila | 1 | 522 | 44.02 |
| David W. Aha | 2 | 4103 | 620.93 |
| Len Breslow | 3 | 247 | 24.59 |
| Dana S Nau | 4 | 4290 | 531.46 |
| Rosina Weber-Lee | 5 | 23 | 3.31 |