Diverse Veröffentlichungen
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Mehler, Alexander / Kühnberger, Kai-Uwe / Lobin, Henning / Lüngen, Harald / Storrer, Angelika / Witt, Andreas (Hrsg.): Modeling, Learning, and Processing of Text-Technological Data Structures.
399 S. - Berlin / Heidelberg: Springer, 2011.
ISBN: 978-3-642-22613-7
(Studies in Computational Intelligence 370)
Diese Veröffentlichung ist im IDS verfügbar:
- Alternatives Medium:
- E-Book (PDF). Berlin / Heidelberg: Springer. ISBN: 978-3-642-22613-7
Researchers in many disciplines have been concerned with modeling textual data in order to account for texts as the primary information unit of written communication. The book “Modelling, Learning and Processing of Text-Technological Data Structures” deals with this challenging information unit. It focuses on theoretical foundations of representing natural language texts as well as on concrete operations of automatic text processing. Following this integrated approach, the present volume includes contributions to a wide range of topics in the context of processing of textual data. This relates to the learning of ontologies from natural language texts, the annotation and automatic parsing of texts as well as the detection and tracking of topics in texts and hypertexts. In this way, the book brings together a wide range of approaches to procedural aspects of text technology as an emerging scientific discipline.
Inhaltsverzeichnis
Mehler, Alexander / Kühnberger, Kai-Uwe / Lobin, Henning / Lüngen, Harald / Storrer, Angelika / Witt, Andreas: | |||
Introduction: Modeling, Learning and Processing of Text-Technological Data Structures |
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S. 1 | |
Part I: Text Parsing: Data Structures, Architecture and Evaluation | |||
Stede, Manfred / Bieler, Heike: | |||
The MOTS Workbench | S. 15 | ||
Lobin, Henning / Lüngen, Harald / Hilbert, Mirco / Bärenfänger, Maja: | |||
Processing Text-Technological Resources in Discourse Parsing |
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S. 35 | |
Part II: Measuring Semantic Distance: Methods, Resources, and Applications | |||
Hirst, Graeme / Mohammad, Saif: | |||
Semantic Distance Measures with Distributional Profiles of Coarse-Grained Concepts | S. 61 | ||
Nikolova, Sonya / Boyd-Graber, Jordan / Fellbaum, Christiane: | |||
Collecting Semantic Similarity Ratings to Connect Concepts in Assistive Communication Tools | S. 81 | ||
Part III: From Textual Data to Ontologies, from Ontologies to Textual Data | |||
Oltramari, Alessandro: | |||
An Introduction to Hybrid Semantics: The Role of Cognition in Semantic Resources | S. 97 | ||
Kracht, Marcus: | |||
Modal Logic Foundations of Markup Structures in Annotation Systems | S. 111 | ||
Wandmacher, Tonio / Ovchinnikova, Ekaterina / Mönnich, Uwe / Michaelis, Jens / Kühnberger, Kai-Uwe: | |||
Adaptation of Ontological Knowledge from Structured Textual Data | S. 129 | ||
Part IV: Multidimensional Representations: Solutions for Complex Markup | |||
Sperberg-McQueen, C. M. / Huitfeldt, Claus: | |||
Ten Problems in the Interpretation of XML Documents | S. 157 | ||
Poesio, Massimo / Diewald, Nils / Stührenberg, Maik / Chamberlain, Jon / Jettka, Daniel / Goecke, Daniela / Kruschwitz, Udo: | |||
Markup Infrastructure for the Anaphoric Bank: Supporting Web Collaboration | S. 175 | ||
Witt, Andreas / Stührenberg, Maik / Goecke, Daniela / Metzing, Dieter: | |||
Integrated Linguistic Annotation Models and Their Application in the Domain of Antecedent Detection |
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S. 197 | |
Part V: Document Structure Learning | |||
Paaß, Gerhard / Konya, Iuliu: | |||
Machine Learning for Document Structure Recognition | S. 221 | ||
Maes, Francis / Denoyer, Ludovic / Gallinari, Patrick: | |||
Corpus-Based Structure Mapping of XML Document Corpora: A Reinforcement Learning Based Model | S. 249 | ||
Geibel, Peter / Mehler, Alexander / Kühnberger, Kai-Uwe: | |||
Learning Methods for Graph Models of Document Structure | S. 267 | ||
Mehler, Alexander / Waltinger, Ulli: | |||
Integrating Content and Structure Learning: A Model of Hypertext Zoning and Sounding | S. 299 | ||
Part VI: Interfacing Textual Data, Ontological Resources and Document Parsing | |||
Heyer, Gerhard: | |||
Learning Semantic Relations from Text | S. 333 | ||
Lüngen, Harald / Beißwenger, Michael / Selzam, Bianca / Storrer, Angelika: | |||
Modelling and Processing Wordnets in OWL |
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S. 347 | |
Cramer, Irene / Wandmacher, Tonio / Waltinger, Ulli: | |||
Exploring Resources for Lexical Chaining: A Comparison of Automated Semantic Relatedness Measures and Human Judgments | S. 377 | ||
Author Index | S. 397 |