Information theory meets power laws : (Record no. 69388)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03393cam a2200577 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | on1152356623 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220711203626.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200331t20212021njua ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119625384 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119625386 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119625377 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119625378 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119625360 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 111962536X |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | hardcover |
| 029 1# - (OCLC) | |
| OCLC library identifier | UKMGB |
| System control number | 019938838 |
| 037 ## - | |
| -- | 9781119625377 |
| -- | Wiley |
| 082 00 - CLASSIFICATION NUMBER | |
| Call Number | 410.1/5195 |
| 100 1# - AUTHOR NAME | |
| Author | Dębowski, Łukasz Jerzy, |
| 245 10 - TITLE STATEMENT | |
| Title | Information theory meets power laws : |
| Sub Title | stochastic processes and language models / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (xvi, 368 pages) : |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "This book introduces mathematical foundations of statistical modeling of natural language. The author attempts to explain a few statistical power laws satisfied by texts in natural language in terms of non-Markovian and non-hidden Markovian discrete stochastic processes with some sort of long-range dependence. To achieve this, he uses various concepts and technical tools from information theory and probability measures. This book begins with an introduction. The first half of the book is an introduction to probability measures, information theory, ergodic decomposition, and Kolmogorov complexity, which is provided to make the book relatively self-contained. This section also covers less standard concepts and results, such as excess entropy and generalization of conditional mutual information to fields. The second part of the book discusses the results concerning power laws for mutual information and maximal repetition, such as theorems about facts and words. There is also a separate chapter discussing toy examples of stochastic processes, which should inspire future work in statistical language modeling"-- |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1002/9781119625384 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Hoboken, NJ : |
| -- | John Wiley & Sons, Inc., |
| -- | 2021. |
| 264 #4 - | |
| -- | ©2021 |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | n |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | nc |
| -- | rdacarrier |
| 520 ## - SUMMARY, ETC. | |
| -- | Provided by publisher. |
| 588 ## - | |
| -- | Description based on online resource; title from digital title page (viewed on January 27, 2021). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational linguistics. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Stochastic processes. |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational linguistics. |
| -- | (OCoLC)fst00871998 |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Stochastic processes. |
| -- | (OCoLC)fst01133519 |
| 994 ## - | |
| -- | 92 |
| -- | DG1 |
No items available.