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1. |
Record Nr. |
UNINA9910462683603321 |
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Autore |
Leetaru Kalev |
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Titolo |
Data mining methods for the content analyst [[electronic resource] ] : an introduction to the computational analysis of content / / Kalev Hannes Leetaru |
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Pubbl/distr/stampa |
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New York, : Routledge, 2012 |
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ISBN |
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0-203-14938-6 |
1-283-84361-7 |
1-136-51459-7 |
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Descrizione fisica |
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1 online resource (121 p.) |
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Collana |
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Routledge communication series |
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Disciplina |
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Soggetti |
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Data mining |
Data mining - Statistical methods |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. [97]-99) and index. |
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Nota di contenuto |
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DATA MINING METHODS FOR THE CONTENT ANALYST An Introduction to the Computational Analysis of Content; Copyright; Contents; List of Tables and Figures; Acknowledgments; 1 Introduction; What Is Content Analysis?; Why Use Computerized Analysis Techniques?; Standalone Tools or Integrated Suites; Transitioning from Theory to Practice; Chapter in Summary; 2 Obtaining and Preparing Data; Collecting Data from Digital Text Repositories; Are the Data Meaningful?; Using Data in Unintended Ways; Analytical Resolution; Types of Data Sources; Finding Sources; Searching Text Collections |
Sources of IncompletenessLicensing Restrictions and Content Blackouts; Measuring Viewership; Accuracy and Convenience Samples; Random Samples; Multimedia Content; Converting to Textual Format; Prosody; Example Data Sources; Patterns in Historical War Coverage; Competitive Intelligence; Global News Coverage; Downloading Content; Digital Content; Print Content; Preparing Content; Document Extraction; Cleaning; Post Filtering; Reforming/Reshaping; Content Proxy Extraction; Chapter in Summary; 3 Vocabulary Analysis; The Basics; |
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Word Histograms; Readability Indexes; Normative Comparison |
Non-word AnalysisColloquialisms: Abbreviations and Slang; Restricting the Analytical Window; Vocabulary Comparison and Evolution/Chronemics; Advanced Topics; Syllables, Rhyming, and "Sounds Like"; Gender and Language; Authorship Attribution; Word Morphology, Stemming, and Lemmatization; Chapter in Summary; 4 Correlation and Co-occurrence; Understanding Correlation; Computing Word Correlations; Directionality; Concordance; Co-occurrence and Search; Language Variation and Lexicons; Non-co-occurrence; Correlation with Metadata; Chapter in Summary; 5 Lexicons, Entity Extraction, and Geocoding |
LexiconsLexicons and Categorization; Lexical Correlation; Lexicon Consistency Checks; Thesauri and Vocabulary Expanders; Named Entity Extraction; Lexicons and Processing; Applications; Geocoding, Gazetteers, and Spatial Analysis; Geocoding; Gazetteers and the Geocoding Process; Operating Under Uncertainty; Spatial Analysis; Chapter in Summary; 6 Topic Extraction; How Machines Process Text; Unstructured Text; Extracting Meaning from Text; Applications of Topic Extraction; Comparing/Clustering Documents; Automatic Summarization; Automatic Keyword Generation |
Multilingual Analysis: Topic Extraction with Multiple LanguagesChapter in Summary; 7 Sentiment Analysis; Examining Emotions; Evolution; Evaluation; Analytical Resolution: Documents versus Objects; Hand-crafted versus Automatically Generated Lexicons; Other Sentiment Scales; Limitations; Measuring Language Rather Than Worldview; Chapter in Summary; 8 Similarity, Categorization and Clustering; Categorization; The Vector Space Model; Feature Selection; Feature Reduction; Learning Algorithm; Evaluating ATC Results; Benefi ts of ATC over Human Categorization; Limitations of ATC |
Applications of ATC |
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Sommario/riassunto |
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With continuous advancements and an increase in user popularity, data mining technologies serve as an invaluable resource for researchers across a wide range of disciplines in the humanities and social sciences. In this comprehensive guide, author and research scientist Kalev Leetaru introduces the approaches, strategies, and methodologies of current data mining techniques, offering insights for new and experienced users alike.Designed as an instructive reference to computer-based analysis approaches, each chapter of this resource explains a set of core concepts and analytical data m |
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2. |
Record Nr. |
UNISA996582042803316 |
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Autore |
Brueggemann Brenda Jo <1958-> |
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Titolo |
Deaf Subjects : Between Identities and Places / / Brenda Jo Brueggemann |
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Pubbl/distr/stampa |
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New York, New York : , : New York University Press, , [2009] |
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©2009 |
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ISBN |
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Descrizione fisica |
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1 online resource (215 pages) |
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Collana |
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Disciplina |
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Soggetti |
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Deafness |
Deaf people |
Culture |
Deafness - history |
History, 19th Century |
History, 20th Century |
Persons with Hearing Impairments |
Sign Language |
Essay |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. 179-189) and index. |
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Nota di contenuto |
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Frontmatter -- Contents -- Acknowledgments -- Introduction -- 1. Between: -- 2. American Sign Language and the Academy -- 3. Approaching American Sign Language Literature -- 4. Narrating Deaf Lives -- 5. Deaf Eyes -- 6. Posting Mabel -- 7. Economics, Euthanasia, Eugenics -- Notes -- Works Cited -- Index -- About the Author |
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Sommario/riassunto |
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In this probing exploration of what it means to be deaf, Brenda Brueggemann goes beyond any simple notion of identity politics to explore the very nature of identity itself. Looking at a variety of cultural texts, she brings her fascination with borders and between-places to expose and enrich our understanding of how deafness embodies itself in the world, in the visual, and in language.Taking on the creation of the modern deaf subject, Brueggemann ranges from the intersections of gender and deafness in the work of photographers Mary and Frances |
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Allen at the turn of the last century, to the state of the field of Deaf Studies at the beginning of our new century. She explores the power and potential of American Sign Language—wedged, as she sees it, between letter-bound language and visual ways of learning—and argues for a rhetorical approach and digital future for ASL literature.The narration of deaf lives through writing becomes a pivot around which to imagine how digital media and documentary can be used to convey deaf life stories. Finally, she expands our notion of diversity within the deaf identity itself, takes on the complex relationship between deaf and hearing people, and offers compelling illustrations of the intertwined, and sometimes knotted, nature of individual and collective identities within Deaf culture. |
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