An evaluation of retrieval effectiveness for a full-text document-retrieval system
Communications of the ACM
RUBRIC: A System for Rule-Based Information Retrieval
IEEE Transactions on Software Engineering - Special issue on COMPSAC 1982 and 1983
Another look at automatic text-retrieval systems
Communications of the ACM
The vocabulary problem in human-system communication
Communications of the ACM
TCS: a shell for content-based text categorization
Proceedings of the sixth conference on Artificial intelligence applications
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
A news story categorization system
ANLC '88 Proceedings of the second conference on Applied natural language processing
An evaluation of phrasal and clustered representations on a text categorization task
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Classifying news stories using memory based reasoning
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Text categorization for multiple users based on semantic features from a machine-readable dictionary
ACM Transactions on Information Systems (TOIS)
Information extraction as a basis for high-precision text classification
ACM Transactions on Information Systems (TOIS)
Commercial applications of natural language processing
Communications of the ACM
Automatic subject indexing using an associative neural network
Proceedings of the third ACM conference on Digital libraries
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Hierarchical classification of Web content
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Combining multiple classifiers for text categorization
Proceedings of the tenth international conference on Information and knowledge management
Strategies for minimising errors in hierarchical web categorisation
Proceedings of the eleventh international conference on Information and knowledge management
Simple and accurate feature selection for hierarchical categorisation
Proceedings of the 2002 ACM symposium on Document engineering
Using Statistical Methods to Improve Knowledge-Based News Categorization
IEEE Expert: Intelligent Systems and Their Applications
An Evolutionary Approach to Automatic Web Page Categorization and Updating
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Computer-Assisted Classification of Legal Abstracts
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Joining statistics with NLP for text categorization
ANLC '92 Proceedings of the third conference on Applied natural language processing
RCV1: A New Benchmark Collection for Text Categorization Research
The Journal of Machine Learning Research
An analysis of the relative hardness of Reuters-21578 subsets: Research Articles
Journal of the American Society for Information Science and Technology
Feature selection and feature extraction for text categorization
HLT '91 Proceedings of the workshop on Speech and Natural Language
Query translation by text categorization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Scanning world wide web documents with the vector space model
Decision Support Systems
Intelligent document classification
Intelligent Data Analysis
Flexible document categorisation
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
FACILE: classifying texts integrating pattern matching and information extraction
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
A new feature selection method based on support vector machines for text categorisation
International Journal of Data Analysis Techniques and Strategies
Afterword: data, knowledge, and e-discovery
Artificial Intelligence and Law
Text classification for data loss prevention
PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies
Intelligent software for ecological building design
Intelligent Decision Technologies
| Hi-index | 0.02 |
The Construe news story categorization system assigns indexing terms to news stories according to their content using knowledge-based techniques. An initial deployment of Construe in Reuters Ltd. topic identification system (TIS) has replaced human indexing for Reuters Country Reports, an online information service based on news stories indexed by country and type of news. TIS indexing is comparable to human indexing in overall accuracy but costs much less, is more consistent, and is available much more rapidly. TIS can be justified in terms of cost savings alone, but Reuters also expects the speed and consistency of TIS to provide significant competitive advantage and, hence, an increased market share for Country Reports and other products from Reuters Historical Information Products Division.