Text Mining Articles

M. Hearst, Untangling Text Data Mining

Mining in Textual Mountains: An Interview with Marti Hearst, Mappa Mundi

Semio Co., Text Mining and the Knowledge Management Space

D. Radev, Text Data Mining: An Overview

R. Kosala et. al, Web Mining Research: A Survey, SIGKDD Explorations, 2000

R. Cooley et. al, Web Mining: Information and Pattern Discovery on the World Wide Web

D. Greening, Data Mining on the Web, WebTechniques, 2000

D. Appelt et. al, Introduction to Information Extraction Technology, IJCAI-99 Tutorial

H. Cunningham, Information Extraction: A User Guide, Technical Report, 1999

I. Muslea, Extraction Patterns for Information Extraction, AAAI-99 Workshop on Machine Learning for Information Extraction

C. Cardie, Empirical Methods in Information Extraction, AI Magazine, 1997

Repository

I. Muslea, RISE: Repository of Information Extraction

Workshops

N. Kushmerick, Wrapper induction: Efficiency and Expressiveness, Artificial Intelligence, 2000

Information Extraction and Text Mining

IJCAI-2001 Workshop on Adaptive Text Extraction and Mining

Information Extraction and Information Retrieval

J. Bear et. al, Using Information Extraction to Improve Document Retrieval

Natural Language Processing

Computational Linguistics Journal

COLING-2002 | ACL-2002

C. Manning et. al, Foundataions of Statistical Natural Language Processing

D. Jurafsky et. al., Speech and Language Processing

LIA Publication

Text Mining for Natural Language Processing

D. Lin et. al, Discovery of Inference Rules for Question-Answering, Journal of Natural Language Engineering, 2001

D. Lin et. al, Induction of Semantic Classes from Natural Language Text, KDD01

Natural Language Processing and Databases

NLDB-2002

Machine Learning

Machine Learning Journal | Journal of Machine Learning Research

ICML-2002

Repository

UCI Machine Learning Repository

Machine Learning on Text

UW-Madison: Machine Learning for Text Analysis (2000)

ICML-2002 Workshop on Text Learning (TextML'2002)

ICML-99 Workshop on Machine Learning in Text Data Analysis

Application-Driven Text Mining

Text Mining for Bioinformatics Tutorial (ICDM01)

Text Mining for Molecular Biology

Business and Customer Relationship Management

D. Evans, Text Mining Towards Decision Supports, 1999

Experts

• Oren Etzioni
• David W. Embley
• Filippo Menczer
• Bamshad Mobasher
• Haym Hirsh
• Foster Provost
• Jason Rennie
• Sean Slattery
• Charles Elkan
• Christos Faloutsos
• Geoff Webb
• Osmar R. Zaiane
• W. Fan
• Bing Liu

Information Retrieval for Text Mining

J. Neto et. al, Document Clustering and Text Summarization

Information Retrieval on the Web

Data Engineering Special Issue on Next-Generation Web Search

AAAI-2000 Workshop on AI for Web Search

V. Raghavan, Information Retrieval on the World-Wide Web, 1997

Information Retrieval and Machine Learning

R. Belew et. al, Machine Learning and Information Retrieval

Information Retrieval using Natural Language Processing

A. Arampatzis, Linguistically-Motivated Information Retrieval

Institutions

• UT-Austin Machine Learning Group
• CMU Text Learning Group
• University of Helsinki FDK Data Mining and Machine Learning Group
• Albert-Ludwigs-University Computational Linguistic Research Group
• University of Waikato Text Mining Group
• ONR Technology Watch Evaluation
• Text Mining at Kent Ridge Digital Lab(KRDL), Singapore
• Text Mining at PMSI, France
• Imperial College Data Mining Group
• Text Mining at KI, Germany
• XRCE MLTT
• LIA TLN

Methodology-Driven Text Mining

WEBSOM - SOM-based Text Mining

D. Merkl et. al, Text Data Mining, In A Handbook of Natural Language Processing: Techniques and Applications for the Processing of Language as Text, 1998

Vitali Schetinin

Evolutionary Computation

A. Freitas, A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery, In Advances in Evolutionary Computation, 2002.

Parallel Text Mining

J. Chen, Parallel Text Mining for Cross-Language Information Retrieval Using a Statistical Translation Model

Hyperlinks Analysis

Soumen Chakrabarti, Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text, WWW7, 1998

Sergey Brin

Products

• Brosis Xcise
• iCrossReader
• Intelligent Miner for Text (IBM)
• Leximancer
• SRA
• Temis
• TextAnalyst (Megaputer)
• Text Mining by Filter Composition
• Text Mining Tools (The Data Warehousing Information Center)
• VantagePoint
• VisualText TextAnalysis
• WizSoft
• WordStat v5.0 from Provalis Research

Projects

• IBM Clever
• IBM Data Abstraction
• Web->KB
• WebWatcher
• STARTS
• FAQFinder
• Combining Machine Learning and Natural Language Processing for Knowledge Discovery in Text Corpora
• IBM-TRL Text Mining

Task-Driven Text Mining

Text Categorization

Y. Yang, An Evaluation of Statistical Approaches to Text Categorization,

• Andrew McCallum
• Kamal Nigam
• David D. Lewis

AAAI98 Workshop on Learning for Text Categorization

Text Mining, Automatic Classification & Indexing

Document Clustering

• Clustering Text & Useful Scripts
• Scatter/Gather
• I. Dhillon, Co-Clustering Documents and Words Using Bipartite Spectral Graph Partitioning, KDD01.

Rule Mining from Text

• H. Ahonen-Myka et. al, Applying Data Mining Techniques in Text Analysis, Technical Report, 1997
• R. Feldman et. al, FACT, 1996
• R. Feldman et. al, Knowledge Discovery in Texts(KDT), KDD95
• Rayid Ghani
• Heikki Mannila

Relationship Mining

• N. Sundaresan et. al, Mining the Web for Relations, WWW9
• L. Larkey crophile: An Automated Acronym Extractor and Serve

Topic Detection

Chris Clifton

Text Segmentation

UCBerkeley TextTiling

Text Summarization

Text Summarization Technology

Knowledge Understanding

• Udo Hahn
• Lenhart Schubert

Text Navigation, Visualization and User Interface

• UCBerkeley Cat-a-Cone
• MIT Shakespeare Project
• Data Visualization

Tutorials

D. Mladenic & M. Grobelink, ECML/PKDD-2001 Tutorial on Text Mining

• M. Hearst, Seminar on Text Data Mining
• W. Cohen, Machine Learning for Text Mining
• W. Pratt, Text Mining

Workshops

• ECML/PKDD-2001 Semantic Web Mining Workshop
• SDM-2001 Workshop on Web Mining
• PRICAI-2000 Workshop on Text and Web Mining
• INFWET97 (Conference of Information Science 1997)