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Academic year: 2021

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(1)

Contents

Introduction. . . 1

1 Motivation . . . 3

2 Objectives . . . 7

3 Structure . . . 15

I Information Extraction . . . 19

1 Background . . . 21

2 Named-Entity Recognition . . . 29

3 Relations and Events . . . 40

II Semantic Enrichment with Linked Data . . . 51

1 Making Sense of the Web . . . 53

2 Semantic Resources . . . 64

3 Enriching Content . . . 76

III The Humanities and Empirical Content . . . 89

1 Empirical Information . . . 91

2 Digital Humanities . . . 96

3 Historische Kranten . . . 107

IV Quality, Language, and Time. . . 123

1 Data Quality . . . 125

2 Multilingualism . . . 137

3 Language Evolution . . . 147

V Knowledge Discovery. . . 157

1 MERCKX: A Knowledge Extractor . . . 159

2 Evaluation . . . 175

3 Validation . . . 190

Conclusions . . . 207

1 Overview . . . 209

2 Outcomes . . . 213

3 Perspectives . . . 218

A Source Code . . . 223

B Guidelines for Annotators . . . 225

C Follow-up. . . 226

Detailed Contents . . . 227

Bibliography. . . 233 i

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