Expert systems in law: The datalex project
ICAIL '87 Proceedings of the 1st international conference on Artificial intelligence and law
Conceptual legal document retrieval using the RUBRIC system
ICAIL '87 Proceedings of the 1st international conference on Artificial intelligence and law
Conceptual organization of case law knowledge bases
ICAIL '87 Proceedings of the 1st international conference on Artificial intelligence and law
Designing text retrieval systems for conceptual searching
ICAIL '87 Proceedings of the 1st international conference on Artificial intelligence and law
Conceptual retrieval and case law
ICAIL '87 Proceedings of the 1st international conference on Artificial intelligence and law
A cluster-based approach to thesaurus construction
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
A computer graphics rendering algorithm for use on a SIMD machine
Proceedings of the 1st International Conference on Supercomputing
Inference networks for document retrieval
SIGIR '90 Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval
Conceptual information retrieval in litigation support systems
ICAIL '91 Proceedings of the 3rd international conference on Artificial intelligence and law
The use of phrases and structured queries in information retrieval
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
A two-level hypertext retrieval model for legal data
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluation of an inference network-based retrieval model
ACM Transactions on Information Systems (TOIS) - Special issue on research and development in information retrieval
Experiments in automatic statistical thesaurus construction
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Relevance feedback and inference networks
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Expanding end-users' query statements for free text searching with a search-aid thesaurus
Information Processing and Management: an International Journal
Automatic thesaurus generation for an electronic community system
Journal of the American Society for Information Science
Combining automatic and manual index representations in probabilistic retrieval
Journal of the American Society for Information Science
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
The use of lexicons in information retrieval in legal databases
Proceedings of the 6th international conference on Artificial intelligence and law
Proceedings of the 6th international conference on Artificial intelligence and law
Combining multiple evidence from different types of thesaurus for query expansion
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
JurisConsulto: retrieval in jurisprudencial text bases using juridical terminology
ICAIL '99 Proceedings of the 7th international conference on Artificial intelligence and law
Intelligent jurisprudence research: a new concept
ICAIL '99 Proceedings of the 7th international conference on Artificial intelligence and law
Design and empirical evaluation of search software for legal professionals on the WWW
Information Processing and Management: an International Journal
Link-based and content-based evidential information in a belief network model
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Query expansion using heterogeneous thesauri
Information Processing and Management: an International Journal
Automatic query expansion via lexical-semantic relationships
Journal of the American Society for Information Science and Technology
Journal of the American Society for Information Science and Technology
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Local versus global link information in the Web
ACM Transactions on Information Systems (TOIS)
What You Saw Is What You Want: Using Cases to Seed Information Retrieval
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Exploiting a Thesaurus-Based Semantic Net for Knowledge-Based Search
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Vertical searching in juridical digital libraries
ECIR'03 Proceedings of the 25th European conference on IR research
Query expansion in information retrieval systems using a Bayesian network-based thesaurus
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Concept and Context in Legal Information Retrieval
Proceedings of the 2008 conference on Legal Knowledge and Information Systems: JURIX 2008: The Twenty-First Annual Conference
Conceptual language models for domain-specific retrieval
Information Processing and Management: an International Journal
Improving information retrieval effectiveness by using domain knowledge stored in ontologies
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
Hi-index | 0.00 |
We explore the idea of automatically using the concepts of a thesaurus to improve search results. Our focus is on improving average precision figures, not recall. This is of interest because there is a tendency to accept the view that thesauri are recall-enhancing devices that are not good for improving precision figures.In our approach, the query terms are used to match concepts in the thesaurus. These concepts are then used to find other related concepts (narrow, broad, synonym), which are interpreted as independent sources of evidential knowledge. Each source of evidence is used to produce a separate concept-based ranking of the documents in the collection. These partial rankings are then combined into a final ranking. For this, we use a Bayesian belief network.To validate our ideas we do a case study in the juridical domain. Using a juridical thesaurus and a test collection containing more than 500 hundred thousand juridical documents, obtained from the legal court system in Brazil, we compare our concept-based ranking with the standard vectorial ranking. The results indicate improvements in average precision figures of roughly 30%.