MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03248naaaa2200409uu 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
BUT |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230418173537.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr|mn|---annan |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
202208s2022 x |||||o ||||eng|| d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780367457808 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781003025245 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032077703 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
oapen |
| Transcribing agency |
oapen |
| 041 0# - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER |
|---|
| Universal Decimal Classification number |
004 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bacher, Johann |
| Relationship |
auth |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Chapter 19 Unsupervised Methods |
| Remainder of title |
Clustering Methods |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Name of publisher, distributor, etc. |
Taylor & Francis |
| Date of publication, distribution, etc. |
2022 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 electronic resource (19 p.) |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online access |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches. The Handbook is divided into two volumes written by outstanding, internationally renowned scholars in the field. This second volume focuses on foundations and advances in data science, statistical modeling, and machine learning. It covers a range of key issues, including the management of big data in terms of record linkage, streaming, and missing data. Machine learning, agent-based and statistical modeling, as well as data quality in relation to digital trace and textual data, as well as probability, non-probability, and crowdsourced samples represent further foci. The volume not only makes major contributions to the consolidation of this growing research field, but also encourages growth into new directions. With its broad coverage of perspectives (theoretical, methodological, computational), international scope, and interdisciplinary approach, this important resource is integral reading for advanced undergraduates, postgraduates, and researchers engaging with computational methods across the social sciences, as well as those within the scientific and engineering sectors. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
|---|
| Terms governing use and reproduction |
Creative Commons |
| Use and reproduction rights |
https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| Source of term |
cc |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Информационные технологии |
| 9 (RLIN) |
4550 |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
survey data, data analysis, data science, information technology, AI, socio-robotics, quantitative, survey methodology, ethics, ethical standards, privacy, replication, politics, survey design, social media, big data, social, human-robot interaction, machine learning, open data, data archives, data ownership, digital trace, unstructured data |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pöge, Andreas |
| Relationship |
auth |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wenzig, Knut |
| Relationship |
auth |
| 773 10 - HOST ITEM ENTRY |
|---|
| Title |
Handbook of Computational Social Science, Volume 2 |
| Control subfield |
nnaa |
| Other item identifier |
OAPEN Library UUID: 866251e4-af21-49fd-a795-9950f3c15530 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://library.oapen.org/bitstream/id/ed20838e-612c-4371-9c89-3c3cd1710eac/9781003025245_10.4324_9781003025245-23.pdf">https://library.oapen.org/bitstream/id/ed20838e-612c-4371-9c89-3c3cd1710eac/9781003025245_10.4324_9781003025245-23.pdf</a> |
| Access status |
0 |
| Public note |
Download |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://library.oapen.org/handle/20.500.12657/57709">https://library.oapen.org/handle/20.500.12657/57709</a> |
| Access status |
0 |
| Public note |
Description |
| 909 ## - Составили записи |
|---|
| -- |
255 |
| -- |
Robiyakhon Olimjonova |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Универсальная десятичная классификация |
| Koha item type |
Electronic edition |
