INDEX

access indexes 12

accuracy 2, 9, 11, 13, 17, 19, 24–25, 33–34, 43, 47, 50, 55–57, 60–63, 67, 71, 73, 75, 76, 78–80, 89

adjacency matrix 88

analysis window 37

analytical resolution 10, 25, 67

attribution 11, 26, 33, 35

authorship 11, 26, 33, 35

automatic text categorization 13, 62, 68, 71, 74, 77–78, 80–85

bag of words 69, 72–73

bibliometrics 87

blackouts 7, 16

Boolean 13

categorization 1–3, 13, 25, 44–45, 48, 56, 60, 62, 66, 68, 71–85

Central Intelligence Agency 21

centrality 89–91, 96

chronemics 30, 32

citation indexes 12

cleaning 7, 10, 24–25

closed captioning 19

clustering 2, 11, 43, 55–56, 60, 71–85, 92, 96

Coleman-Liau Index 27

collections 7, 10–11, 13–14, 18, 21, 30–31, 34, 41, 44, 59, 69, 71–72, 74–75, 80, 82–83, 87, 90, 97

collocates 36–38

completeness 9, 25

concordance 1, 6, 39, 42

confusion matrix 76

consistency 2, 45, 50, 56, 61, 77

contingency table 83–85

convenience samples 17, 18

co-occurrence 1–2, 6, 36–42, 68, 88–89, 96

correlation 4, 29, 31–32, 36–42, 45, 47, 56, 63, 69, 87–88

CPAN 6

data collection 7, 67

data preparation 7, 11

decision tree 74–75

DICTION 3, 27–29, 32, 35, 44, 62, 66–68, 97–99

Dictionary of Affect in Language 66–67, 98, 99

digitize 11, 14, 20, 23, 24

digitized 11, 14, 20, 24

directionality 38

distance matrix 88

document extraction 23

duplication 10, 15, 25

edge 86–92, 96

editions 14–16, 21, 25, 41

emoticons 28, 29

emotion 11, 19, 20, 28, 44, 65–70

entity extraction 38, 43–56, 87, 96

evaluate 14, 70, 80, 92, 98

evolution 11, 30–32, 65, 91, 96

extraction 1–2, 6, 23–25, 29, 38, 43–64, 72, 84, 87, 89, 96

false negative 17, 76

false positive 17, 25, 76, 77

feature reduction 73–74, 78, 85

feature selection 72–73, 77

filtering 24

Flesch-Kincaid Index 27

Foreign Broadcast Information Service 21

Freedom of Information Act 13

Fulltext Sources Online 13

Gale Directory of Databases 98

gazetteer 43, 51–54, 56

gender 26, 30, 33–35, 41, 45, 72–73, 98

General Architecture for Text Engineering 5, 50

geocoding 2, 43, 44–56

Geographic Names Information System 52

GEOnet Names Server 53

Google 8, 12, 21–22, 28, 51, 56, 62, 68, 80

Gunning-Fog Index 27

hapax legomena 31

hierarchical clustering 81–82

histogram 26–29, 32, 34, 72

incompleteness 14, 16, 20

integrated suites 3, 4, 6

Internet Archive 12, 21

isolate 26, 28–29, 30, 73, 86

keyword 7, 8, 11, 13, 17, 22, 24–25, 29, 31, 39, 42–43, 47, 50, 61–63, 67, 71, 78, 80

keyword generation 61, 63

Keyword In Context 29, 39

k-nearest-neighbor 74–75, 84

learning algorithm 74–75, 78–79, 84–85

lemma 4, 33–34

lemmatization 33–34

lexeme 33

lexicon 1, 5, 6, 39–56, 65–68, 70, 85, 99

Lexis Academic 8

LexisNexis 8, 12, 15–16, 21, 49

Library of Congress 9

licensing restrictions 7, 14, 16, 25

metadata 20, 30, 39–42, 45, 80, 87, 96

Minnesota Contextual Content Analysis 44

Moby Pronunciator 32, 99

morphology 33–35

multimedia 7, 19

naïve Bayes 74–75

National Center for Supercomputing Applications 6, 50

network 1–3, 22, 23, 40, 68, 74–75, 86–98

neural network 74–75

New York Times 14, 16–17, 20, 24, 53, 98

newspapers 8, 11, 13–16, 20–21, 24, 65

n-gram 73

node 86–92, 96

normalization 61, 74

normative 26, 28, 34

noun phrase 33, 59–63, 72

OCR 7, 11, 14, 23, 24, 73

Orange Book 48

overlap 45, 46, 55, 60, 81, 88

part of speech tagging 58, 63

partitional clustering 82

pendant 86

Porter stemmer 34

Practical Extraction and Reporting Language 6

presence/absence 36–38, 42–44

progressiveness 26

Proquest Historical Newspapers 8, 11

prosody 19, 20

qualitative 3, 29

quantitative 3, 65, 80, 89

random sample 18, 78

randomization 18

readability 26–27, 29, 32, 34

real-time 15, 19

regular expression 49, 56

rejection rate 76

reliability 2, 67, 68, 77, 79, 99

reproducibility 2

reshaping 25

result counts 8, 25

SAS 4, 5, 40

scale 1–2, 5, 8, 17, 24, 44, 49, 50, 57, 66–69, 77, 89, 96

search 6–9, 11–14, 16–18, 20–25, 31, 33, 40, 42, 46–51, 53, 55, 58, 71, 80, 85, 97

semantic 11, 36, 37, 38, 40, 44, 47, 57, 58–63, 67–69, 73, 79, 89, 97, 98

sentiment analysis 1, 3, 5–6, 29, 43, 65–70

signature 30–31, 80

similarity 11, 33, 45, 47, 60, 71–75

site mirroring 22

slang 29

Soundex 32–33

source stability 8

Sourcebook to Public Record Information 13

spatial analysis 1, 6, 51, 55

specialized tools 40608

SPSS 4–5

STATA 4–5

stemming 7, 33–34

structured 58

summarization 60–61, 63, 90

Summary of World Broadcasts 15, 21

support vector machine 74–75

surface statistics 8

syllable 27–29, 32

terms of use 22

thesauri 40, 47, 56, 62, 68

topic extraction 1–2, 6, 29, 38, 57–64

translation 10, 15, 17, 62–64

triad census 90–91, 96

true negative 76

true positive 76–77

uncertainty 15, 54

understanding a source 15

unintended uses 9

University of Illinois 6, 97–98

unstructured 58, 97

validate 44

Vanderbilt Television News Archive 12

vector space 71–73, 82–84

verb phrase 59, 63

viewership 17

visualization 50, 82, 92, 96

vocabulary 1–6, 11, 22, 24, 26–35, 43, 45, 47, 56–57, 62–65, 67, 69–70, 72, 87, 91

window 29–30, 37, 70

word birth 31

word class 26, 33, 41

word death 31

WordHoard 4–5, 34, 99

WordNet 47, 48, 59, 61–62, 68

World Bank 13

WorldCat 9, 10, 98

WorldCom 21, 98

XML 58

Yahoo 8