Literature: Information Retrieval, Text- and Web-Mining

Vorlesung Information Retrieval

General (Introductions)

Books

• Search Engines: Information Retrieval in Practice,
  Croft, Metzler, Strohman
  Adision Wesley; 2009; (ISBN-10: 0-13-607224-0)
  
• Modern Information Retrieval,
  Ricardo Baeza-Yates, Berthier Ribeiro-Neto.
  New York, NY: ACM Press; 1999; (ISBN: 0-201-39829-X)
  
• Information Retrieval, Algorithms and Heuristics,
  David A. Grossman, Ophir Frieder
  Springer Verlag; 2004; (ISBN 1-4020-3004-5)
  
• Managing Gigabytes (Compressing and Indexing Documents and Images),
  Ian H. Witten, Alistair Moffat and Timothy C. Bell,
  Morgan Kaufmann Publishing, San Francisco (ISBN 1-55860-570-3)
  
• Charting a New Course. Natural Language Processing and Information Retrieval Essays in Honour of Karen Spärck Jones
  J. I. Tait
  Springer Verlag, 2005 (ISBN: 1402033435)
• Mining the Web.
  Soumen Charkrabarti
  Discovering Knowledge from Hypertext Data. Morgan Kaufmann Publishers 2003
  
• Lectures on Information Retrieval
  Maristelle Agosti, Fabio Crestani, Gabriella Pasi
  Springer Verlag, 2001 (ISBN: 3540419330)
• Foundations of Statistical Natural Language Processing
  Chris Manning and Hinrich Schütze
  Content, Slides, Links etc.
  MIT Press. Cambridge, MA: May 1999
• Finding out About
  Richard K. Belew
  A cognitive perspective on Search Engine Technology and the WWW.
  Cambride University Press 2000
• The Geometry of Information Retrieval
  Keith van Rijsbergen
  A new theory about the foundations of Information Retrieval based on quantum-mechanical notations.
  Cambride University Press 2004
• Text Mining: Wissensrohstoff Text
  G. Heyer, U. Quasthoff, T. Witting
  W3L 2006

(Online)-Books

• Introduction to Information Retrieval
  Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze
  Cambridge University Press. 2008.
• Information Retrieval. Suchmodelle und Data-Mining-Verfahren für Textsammlungen und das Web,
  Reginald Ferber
  dpunkt-Verl.: Heidelberg 2003.
• Information retrieval
  Rijsbergen, C.J van
• Web Information Retrieval
  Dirk Lewandowski
• Virtuelles Handbuch Informationswissenschaft
  Heinz-Dirk Luckhardt
• Information Retrieval 1: Grundlagen, Modelle und Anwendungen
  , Andreas Henrich

Vorlesungsskripte

• Information Retrieval. Vorlesungsskript,
  Norbert Fuhr,
  Universität Duisburg, Fachgebiet Informationssysteme, 2004,
  http://www.is.informatik.uni-duisburg.de/courses/ir_ss04/folien/irskall.pdf.

Papers

• A Brief Survey of Text Mining,
  Andreas Hotho, Andreas Nürnberger, Gerhard Paas,
  Mai 2005

Glossar

• Glossar zum Buch Modern Information Retrieval

Special Topics

Online Journals

XML-Search

• Intelligent Search on XML Data
  Henk M. Blanken, T. Grabs, Hans-Jörg Schek
  Springer Verlag, Berlin, 2003 ( ISBN: 3540407685 )

History

• The Seven Ages of Information Retrieval,
  Michael Lesk

Other sites with links and literature

• Recommend Readings for IR Research Students
  A commented list of important papers in the field of IR collected at the Strategic Workshop on Information Retrieval at Lorne (SWIRL 2004)
• Informationssysteme - Prof. Fuhr - Uni Duisburg
• Uni Kassel: Vorlesungsfolien, Links zu Online Resourcen etc.
• Literaturliste
  Informationswissenschaften, Uni Regensburg
• Maschinelle Lernverfahren für Informationsextraktion und Text Mining
  Literaturliste (DFKI)
• Resources for Text, Speech and Language Processing
• Information Retrieval and Web Mining
  Stanford University
• Information Retrieval - PD Dr. Karin Haenelt
  Hauptseminar Computerlinguistik - Universität Heidelberg
• Methoden des Maschinellen Lernens mit Anwendungen für die semantische Kategorisierung
  Literatur-Links zu obigen Thema (Fernuni-Hagen)
• IR resources
  University Glasgow