عنوان
پدید آورنده
موضوع
رده
QA76.9.N38
QA76
.
9
.
N38
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
3658153091
(Number (ISBN
9783658153090
Erroneous ISBN
3658153083
Erroneous ISBN
9783658153083
NATIONAL BIBLIOGRAPHY NUMBER
Number
b435255
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Text Mining for Qualitative Data Analysis in the Social Sciences :
General Material Designation
[Book]
Other Title Information
A Study on Democratic Discourse in Germany.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (307 pages).
SERIES
Series Title
Kritische Studien zur Demokratie
GENERAL NOTES
Text of Note
Description based upon print version of record
CONTENTS NOTE
Text of Note
Preface; Contents; List of Figures; List of Tables; List of Abbreviations; 1. Introduction: Qualitative Data Analysis in a Digital World; 1.1. The Emergence of "Digital Humanities"; 1.2. Digital Text and Social Science Research; 1.3. Example Study: Research Question and Data Set; 1.3.1. Democratic Demarcation; 1.3.2. Data Set; 1.4. Contributions and Structure of the Study; 2. Computer-Assisted Text Analysis in the Social Sciences; 2.1. Text as Data between Quality and Quantity; 2.2. Text as Data for Natural Language Processing; 2.2.1. Modeling Semantics; 2.2.2. Linguistic Preprocessing
Text of Note
2.2.3. Text Mining Applications2.3. Types of Computational Qualitative Data Analysis; 2.3.1. Computational Content Analysis; 2.3.2. Computer-Assisted Qualitative Data Analysis; 2.3.3. Lexicometrics for Corpus Exploration; 2.3.4. Machine Learning; 3. Integrating Text Mining Applications for Complex Analysis; 3.1. Document Retrieval; 3.1.1. Requirements; 3.1.2. Key Term Extraction; 3.1.3. Retrieval with Dictionaries; 3.1.4. Contextualizing Dictionaries; 3.1.5. Scoring Co-Occurrences; 3.1.6. Evaluation; 3.1.7. Summary of Lessons Learned; 3.2. Corpus Exploration; 3.2.1. Requirements
Text of Note
3.2.2. Identification and Evaluation of Topics3.2.3. Clustering of Time Periods; 3.2.4. Selection of Topics; 3.2.5. Term Co-Occurrences; 3.2.6. Keyness of Terms; 3.2.7. Sentiments of Key Terms; 3.2.8. Semantically Enriched Co-Occurrence Graphs; 3.2.9. Summary of Lessons Learned; 3.3. Classification for Qualitative Data Analysis; 3.3.1. Requirements; 3.3.2. Experimental Data; 3.3.3. Individual Classification; 3.3.4. Training Set Size and Semantic Smoothing; 3.3.5. Classification for Proportion and Trend Analysis; 3.3.6. Active Learning; 3.3.7. Summary of Lessons Learned
Text of Note
4. Exemplary Study: Democratic Demarcation in Germany4.1. Democratic Demarcation; 4.2. Exploration; 4.2.1. Democratic Demarcation from 1950-1956; 4.2.2. Democratic Demarcation from 1957-1970; 4.2.3. Democratic Demarcation from 1971-1988; 4.2.4. Democratic Demarcation from 1989-2000; 4.2.5. Democratic Demarcation from 2001-2011; 4.3. Classification of Demarcation Statements; 4.3.1. Category System; 4.3.2. Supervised Active Learning of Categories; 4.3.3. Category Trends and Co-Occurrences; 4.4. Conclusions and Further Analyses; 5. V-TM -- A Methodological Framework for Social Science
Text of Note
5.1. Requirements5.1.1. Data Management; 5.1.2. Goals of Analysis; 5.2. Workflow Design; 5.2.1. Overview; 5.2.2. Workflows; 5.3. Result Integration and Documentation; 5.3.1. Integration; 5.3.2. Documentation; 5.4. Methodological Integration; 6. Summary: Integrating Qualitative and Computational Text Analysis; 6.1. Meeting Requirements; 6.2. Exemplary Study; 6.3. Methodological Systematization; 6.4. Further Developments; A. Data Tables, Graphs and Algorithms; Bibliography
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OTHER EDITION IN ANOTHER MEDIUM
Title
Text Mining for Qualitative Data Analysis in the Social Sciences : A Study on Democratic Discourse in Germany
International Standard Book Number
9783658153083
TOPICAL NAME USED AS SUBJECT
Computer science.
Data mining-- Germany.
Natural language processing (Computer science)
Social sciences-- Data processing.
DEWEY DECIMAL CLASSIFICATION
Number
006
.
35
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
.
N38
PERSONAL NAME - PRIMARY RESPONSIBILITY
Wiedemann, Gregor,1983-
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
Ohio Library and Information Network.
ORIGINATING SOURCE
Date of Transaction
20161119011357.6
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
