| Presentation | 1995/12/15 A Probabilistic Interpretation of Logical Knowledge in Largesize Dialogue Systems Kazunori FUJIMOTO, Kazumitsu MATSUZAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a mathematical theory of communication of probabilistic knowledge between a human and a computer. By interpreting knowledge described by a human as encoded data extracted from human probabilistic knowledge (we call this probabilistic knowledge the "Knowledge-Source"), the cost of encoding and the error in decoding are quantitated respectively for a length of the encoded data and for the distortion between the Knowledge-Source and decoded data. Problems in the communication of probabilistic knowledge are formalized as a problem of minimizing the cost while keeping the error within a certain limit. This paper also describes encodings and decodings between the Knowledge-Source and logical described knowledge, and the efficiency of this communication is evaluated using the cost and the error. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Inference / Probability / Logic / Information Theory / Dialogue Systems / Pattern Recognition |
| Paper # | NLC95-66 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1995/12/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Probabilistic Interpretation of Logical Knowledge in Largesize Dialogue Systems |
| Sub Title (in English) | |
| Keyword(1) | Inference |
| Keyword(2) | Probability |
| Keyword(3) | Logic |
| Keyword(4) | Information Theory |
| Keyword(5) | Dialogue Systems |
| Keyword(6) | Pattern Recognition |
| 1st Author's Name | Kazunori FUJIMOTO |
| 1st Author's Affiliation | NTT Communication Science Laboratories() |
| 2nd Author's Name | Kazumitsu MATSUZAWA |
| 2nd Author's Affiliation | NTT Communication Science Laboratories |
| Date | 1995/12/15 |
| Paper # | NLC95-66 |
| Volume (vol) | vol.95 |
| Number (no) | 429 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |