Text Mining From Ontology Learning to Automated Text Processing Applications /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Biemann, Chris (Επιμελητής έκδοσης), Mehler, Alexander (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: Theory and Applications of Natural Language Processing,
• Θέματα: Computer science.; Data mining.; Information storage and retrieval.; Application software.; Computer Science.; Data Mining and Knowledge Discovery.; Information Storage and Retrieval.; Information Systems Applications (incl. Internet).; Computer Appl. in Arts and Humanities.; Computer Appl. in Administrative Data Processing.

This book comprises a set of articles that specify the methodology of text mining, describe the creation of lexical resources in the framework of text mining, and use text mining for various tasks in natural language processing (NLP). The analysis of large amounts of textual data is a prerequisite t...

Πίνακας περιεχομένων:

• Foreword
• PART I. Text Mining Techniques and Methodologies.-  Thomas Eckart, Dirk Goldhahn, and Uwe Quasthoff: Building large resources for text mining
• Hristo Tanev: Learning Textologies: Networks of Linked Word Clusters
• Zornitsa Kozareva: Simple, Fast and Accurate Taxonomy Learning
• Patrick Oesterling, Christian Heine, Gunther H. Weber and Gerik Scheuermann: A Topology-Based Approach to Visualize the Thematic Composition of Document Collections
• Alexander Mehler, Tim vor der Brück, Rüdiger Gleim and Tim Geelhaar: Towards a Network Model of the Coreness of Texts; An Experiment in Classifying Latin Texts using the TTLab Latin Tagger
• PART II. Text Mining Applications. Stefan Bordag and Christian Hänig and Christian Beutenmüller: A structuralist approach for personal knowledge exploration systems on mobile devices
• Frank Oemig and Bernd Blobel: Natural Language Processing Supporting Interoperability in Healthcare
• Veronica Perez-Rosas, Cristian Bologa, Mihai Burzo and Rada Mihalcea: Deception Detection Within and Across Cultures
• Jonathan Sonntag and Manfred Stede: Sentiment Analysis: What’s your Opinion?
• Marten Düring and Antal van den Bosch: Multi-perspective Event Detection in Texts Documenting the 1944 Battle of Arnhem
• Marco Büchler, Philip R. Burns, Martin Müller, Emily Franzini and Greta Franzini: Towards a Historical Text Re-use Detection.