| 000 -LEADER |
|---|
| fixed length control field |
03284cam a2200433 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
19884712 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
phtghnu |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220926105525.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
ta |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
170811s2018 cau b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2017038203 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781506337005 (acidfree paper) |
| 040 ## - CATALOGING SOURCE |
|---|
| Language of cataloging |
eng |
| Transcribing agency |
HNU |
| Description conventions |
rda |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D343 |
| Item number |
I425 2018 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 Ig5 |
| Edition number |
23 |
| Placement Code |
GC |
| Item number |
2018 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ignatow, Gabe, |
| Relator term |
author. |
| 245 13 - TITLE STATEMENT |
|---|
| Title |
An introduction to text mining : |
| Remainder of title |
research design, data collection, and analysis / |
| Statement of responsibility, etc. |
Gabe Ignatow, University of North Texas, Rada Mihalcea, University of Michigan. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Los Angeles, California, USA : |
| Name of producer, publisher, distributor, manufacturer |
SAGE Publications, Inc., , |
| Date of production, publication, distribution, manufacture, or copyright notice |
2018. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxiv, 320 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
About the authors<br/>Foundations<br/>Text mining and text analysis<br/>Acquiring data<br/>Research ethics<br/>The philosophy and logic of text mining<br/>Research design and basic tools<br/>Designing your research project<br/>Web scraping and crawling<br/>Text mining fundamentals<br/>Lexical resources<br/>Basic text processing<br/>Supervised learning<br/>Text analysis methods from the humanities and social sciences<br/>Analyzing narratives<br/>Analyzing themes<br/>Analyzing metaphors<br/>Text mining methods from computer science<br/>Text classification<br/>Opinion mining<br/>Information extraction<br/>Analyzing topics<br/>Writing and reporting your research<br/>Writing and reporting your research<br/>Appendix A. Data sources for text mining<br/>Appendix B. Text preparation and cleaning software<br/>Appendix C. General text analysis software<br/>Appendix D. Qualitative data analysis software<br/>Appendix E. Opinion mining software<br/>Appendix F. Concordance and keyword frequency software<br/>Appendix G. Visualization software<br/>Appendix H. List of websites<br/>Appendix I. Statistical tools<br/>Glossary<br/>References |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The book covers the most critical issues that must be taken into consideration for research projects, including web scraping and crawling, strategic data selection, data sampling, use of specific text analysis methods, and report writing. In addition to covering technical aspects of various approaches to contemporary text mining and analysis, the book covers ethical and philosophical dimensions of text-based research and social science research design |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Target audience note |
College of Education |
| Source |
Bachelor of Secondary Education major in Mathematics |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Target audience note |
College of Education |
| Source |
Bachelor of Secondary Education major in Social Studies |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Target audience note |
College of Engineering and Computer Studies |
| Source |
Bachelor of Science in Computer Science |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Target audience note |
College of Engineering and Computer Studies |
| Source |
Bachelor of Science in Information Technology |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
Text in English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Social sciences |
| General subdivision |
Research. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mihalcea, Rada, |
| Dates associated with a name |
1974- |
| Relator term |
author. |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Books |
| Classification part |
000-099 |
