Text analysis with R for students of literature:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham ; Heidelberg ; New York ; Dordrecht ; London
Springer
2014
|
| Schriftenreihe: | Quantitative methods in the humanities and social sciences
|
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027197886&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027197886&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| Umfang: | XVI, 194 Seiten Illustrationen, Diagramme |
| ISBN: | 9783319031637 |
Internformat
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Datensatz im Suchindex
| _version_ | 1819317504068026368 |
|---|---|
| adam_text | TEXT ANALYSIS WITH R FOR STUDENTS OF LITERATURE
/ JOCKERS, MATTHEW L.
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
R BASICS.-FIRST FORAY INTO TEXT ANALYSIS WITH R.-ACCESSING AND
COMPARING WORD FREQUENCY DATA.-TOKEN DISTRIBUTION
ANALYSIS.-CORRELATION
MEASURES OF LEXICAL VARIETY
HAPAX RICHNESS
DO IT KWIC
DO IT KWIC (BETTER)
TEXT QUALITY, TEXT VARIETY, AND PARSING XML
CLUSTERING
CLASSIFICATION
TOPIC MODELING
APPENDIX A: VARIABLE SCOPE EXAMPLE
APPENDIX B: THE LDA BUFFET
APPENDIX C: CODE REPOSITORY
APPENDIX D: R RESOURCES
PRACTICE EXERCISE SOLUTIONS
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
TEXT ANALYSIS WITH R FOR STUDENTS OF LITERATURE
/ JOCKERS, MATTHEW L.
: 2014
ABSTRACT / INHALTSTEXT
TEXT ANALYSIS WITH R FOR STUDENTS OF LITERATURE IS WRITTEN WITH STUDENTS
AND SCHOLARS OF LITERATURE IN MIND BUT WILL BE APPLICABLE TO OTHER
HUMANISTS AND SOCIAL SCIENTISTS WISHING TO EXTEND THEIR METHODOLOGICAL
TOOL KIT TO INCLUDE QUANTITATIVE AND COMPUTATIONAL APPROACHES TO THE
STUDY OF TEXT. COMPUTATION PROVIDES ACCESS TO INFORMATION IN TEXT THAT
WE SIMPLY CANNOT GATHER USING TRADITIONAL QUALITATIVE METHODS OF CLOSE
READING AND HUMAN SYNTHESIS. TEXT ANALYSIS WITH R FOR STUDENTS OF
LITERATURE PROVIDES A PRACTICAL INTRODUCTION TO COMPUTATIONAL TEXT
ANALYSIS USING THE OPEN SOURCE PROGRAMMING LANGUAGE R. R IS EXTREMELY
POPULAR THROUGHOUT THE SCIENCES AND BECAUSE OF ITS ACCESSIBILITY, R IS
NOW USED INCREASINGLY IN OTHER RESEARCH AREAS. READERS BEGIN WORKING
WITH TEXT RIGHT AWAY AND EACH CHAPTER WORKS THROUGH A NEW TECHNIQUE OR
PROCESS SUCH THAT READERS GAIN A BROAD EXPOSURE TO CORE R PROCEDURES AND
A BASIC UNDERSTANDING OF THE POSSIBILITIES OF COMPUTATIONAL TEXT
ANALYSIS AT BOTH THE MICRO AND MACRO SCALE. EACH CHAPTER BUILDS ON THE
PREVIOUS AS READERS MOVE FROM SMALL SCALE “MICROANALYSIS” OF SINGLE
TEXTS TO LARGE SCALE “MACROANALYSIS” OF TEXT CORPORA, AND EACH
CHAPTER CONCLUDES WITH A SET OF PRACTICE EXERCISES THAT REINFORCE AND
EXPAND UPON THE CHAPTER LESSONS. THE BOOK’S FOCUS IS ON MAKING THE
TECHNICAL PALATABLE AND MAKING THE TECHNICAL USEFUL AND IMMEDIATELY
GRATIFYING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Jockers, Matthew Lee 1966- |
| author_GND | (DE-588)103525610X |
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| author_role | aut |
| author_sort | Jockers, Matthew Lee 1966- |
| author_variant | m l j ml mlj |
| building | Verbundindex |
| bvnumber | BV041751521 |
| classification_rvk | EC 1300 ES 275 PZ 2300 ST 250 ST 680 |
| ctrlnum | (OCoLC)884920628 (DE-599)BVBBV041751521 |
| dewey-full | 510 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 510 - Mathematics |
| dewey-raw | 510 |
| dewey-search | 510 |
| dewey-sort | 3510 |
| dewey-tens | 510 - Mathematics |
| discipline | Rechtswissenschaft Sprachwissenschaft Informatik Mathematik Literaturwissenschaft |
| format | Book |
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| id | DE-604.BV041751521 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T16:54:14Z |
| institution | BVB |
| isbn | 9783319031637 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027197886 |
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| physical | XVI, 194 Seiten Illustrationen, Diagramme |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| series2 | Quantitative methods in the humanities and social sciences |
| spellingShingle | Jockers, Matthew Lee 1966- Text analysis with R for students of literature R Programm (DE-588)4705956-4 gnd Textanalyse (DE-588)4194196-2 gnd |
| subject_GND | (DE-588)4705956-4 (DE-588)4194196-2 |
| title | Text analysis with R for students of literature |
| title_auth | Text analysis with R for students of literature |
| title_exact_search | Text analysis with R for students of literature |
| title_full | Text analysis with R for students of literature Matthew L. Jockers |
| title_fullStr | Text analysis with R for students of literature Matthew L. Jockers |
| title_full_unstemmed | Text analysis with R for students of literature Matthew L. Jockers |
| title_short | Text analysis with R for students of literature |
| title_sort | text analysis with r for students of literature |
| topic | R Programm (DE-588)4705956-4 gnd Textanalyse (DE-588)4194196-2 gnd |
| topic_facet | R Programm Textanalyse |
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