Experiments on the determination of the relationships between terms
ACM Transactions on Database Systems (TODS)
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
An evaluation of term dependence models in information retrieval
SIGIR '82 Proceedings of the 5th annual ACM conference on Research and development in information retrieval
Vector space model of information retrieval: a reevaluation
SIGIR '84 Proceedings of the 7th annual international ACM SIGIR conference on Research and development in information retrieval
WEIRD: an approach to concept-based information retrieval
ACM SIGIR Forum
Dynamic information and library processing
Dynamic information and library processing
The SMART Retrieval System—Experiments in Automatic Document Processing
The SMART Retrieval System—Experiments in Automatic Document Processing
On modeling of information retrieval concepts in vector spaces
ACM Transactions on Database Systems (TODS)
A statistical similarity measure
SIGIR '87 Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval
Two learning schemes in information retrieval
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Concept based retrieval in classical IR systems
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
An information structure dealing with term dependance and polysemy
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
A framework for effective retrieval
ACM Transactions on Database Systems (TODS)
Improving text retrieval for the routing problem using latent semantic indexing
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
On extending the vector space model for Boolean query processing
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
A machine learning approach in information retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
Set-based model: a new approach for information retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Capturing term dependencies using a language model based on sentence trees
Proceedings of the eleventh international conference on Information and knowledge management
Journal of Intelligent Information Systems
Design of an Integrated Information Retrieval/Database Management System
IEEE Transactions on Knowledge and Data Engineering
A Document Database Query Language
BNCOD 19 Proceedings of the 19th British National Conference on Databases: Advances in Databases
Weight-Vector Based Approach for Product Recommendation in E-commerce
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
On Modeling of Concept Based Retrieval in Generalized Vector Spaces
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Enhancing the Set-Based Model Using Proximity Information
SPIRE 2002 Proceedings of the 9th International Symposium on String Processing and Information Retrieval
The Journal of Machine Learning Research
ACM Transactions on Information Systems (TOIS)
A document management methodology based on similarity contents
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Eigenvalue-based model selection during latent semantic indexing: Research Articles
Journal of the American Society for Information Science and Technology
Corpus-based Learning of Analogies and Semantic Relations
Machine Learning
Set-based vector model: An efficient approach for correlation-based ranking
ACM Transactions on Information Systems (TOIS)
A general matrix framework for modelling information retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Domain kernels for word sense disambiguation
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Concept Based Retrieval Using Generalized Retrieval Functions
Fundamenta Informaticae - Intelligent Systems
Exploiting comparable corpora and bilingual dictionaries for cross-language text categorization
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Learning the users' preferences in e-commerce: A weight-adjustment approach
International Journal of Knowledge-based and Intelligent Engineering Systems - Soft Computing and its Applications to E-Business
A retrospective study of a hybrid document-context based retrieval model
Information Processing and Management: an International Journal
A measure theoretic approach to information retrieval
Journal of the American Society for Information Science and Technology
A similarity-based method for retrieving documents from the SCI/SSCI database
Journal of Information Science
Using position, fonts and cited references to retrieve scientific documents
Journal of Information Science
Information Processing and Management: an International Journal
Building semantic kernels for text classification using wikipedia
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Text Categorization with Semantic Commonsense Knowledge: First Results
Neural Information Processing
A Simple WordNet-Ontology Based Email Retrieval System for Digital Forensics
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
A "Bag" or a "Window" of Words for Information Filtering?
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Relating dependent indexes using dempster-shafer theory
Proceedings of the 17th ACM conference on Information and knowledge management
The ESA retrieval model revisited
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Improving text classification by a sense spectrum approach to term expansion
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Information Technology and Management
View topics: automatically generated characteristic view for content-based 3D object retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Cross language text categorization by acquiring multilingual domain models from comparable corpora
ParaText '05 Proceedings of the ACL Workshop on Building and Using Parallel Texts
Kernel methods for minimally supervised wsd
Computational Linguistics
An autonomous assessment system based on combined latent semantic kernels
Expert Systems with Applications: An International Journal
Unified linear subspace approach to semantic analysis
Journal of the American Society for Information Science and Technology
Web search results clusterization with background knowledge
HSI'09 Proceedings of the 2nd conference on Human System Interactions
Word or phrase?: learning which unit to stress for information retrieval
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
A Kernel-based feature weighting for text classification
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Domain kernels for text categorization
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
A general matrix framework for modelling Information Retrieval
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Document representation using global association distance model
ECIR'07 Proceedings of the 29th European conference on IR research
Formal distance vs. association strength in text processing
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Text stream clustering algorithm based on adaptive feature selection
Expert Systems with Applications: An International Journal
Towards automatic classification of wikipedia content
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Evaluating cross-language explicit semantic analysis and cross querying
CLEF'09 Proceedings of the 10th cross-language evaluation forum conference on Multilingual information access evaluation: text retrieval experiments
A fast two-stage algorithm for computing SimRank and its extensions
WAIM'10 Proceedings of the 2010 international conference on Web-age information management
Representation of hypertext documents based on terms, links and text compressibility
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
A weighted-graph-based approach for diversifying search results
International Journal of Knowledge and Web Intelligence
Insights into explicit semantic analysis
Proceedings of the 20th ACM international conference on Information and knowledge management
Similarity measures in documents using association graphs
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Word sense disambiguation for exploiting hierarchical thesauri in text classification
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
An evolutionary approach in information retrieval
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Ranking functions, perceptrons, and associated probabilities
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Combining wikipedia-based concept models for cross-language retrieval
IRFC'10 Proceedings of the First international Information Retrieval Facility conference on Adbances in Multidisciplinary Retrieval
Introducing semantics in web personalization: the role of ontologies
EWMF'05/KDO'05 Proceedings of the 2005 joint international conference on Semantics, Web and Mining
Lexical entailment for information retrieval
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Text classifiers for automatic articles categorization
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
From fine-grained to abstract process models: A semantic approach
Information Systems
Latent Geospatial Semantics of Social Media
ACM Transactions on Intelligent Systems and Technology (TIST)
Large-scale learning of word relatedness with constraints
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Concept Based Retrieval Using Generalized Retrieval Functions
Fundamenta Informaticae - Intelligent Systems
Translation techniques in cross-language information retrieval
ACM Computing Surveys (CSUR)
On the connections between explicit semantic analysis and latent semantic analysis
Proceedings of the 21st ACM international conference on Information and knowledge management
Accelerating text mining workloads in a MapReduce-based distributed GPU environment
Journal of Parallel and Distributed Computing
A supervised method for lexical annotation of schema labels based on wikipedia
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Parallel rare term vector replacement: Fast and effective dimensionality reduction for text
Journal of Parallel and Distributed Computing
Improving ESA with document similarity
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
A novel neighborhood based document smoothing model for information retrieval
Information Retrieval
Dynamic context for document search and recovery
ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1
Semantic smoothing for text clustering
Knowledge-Based Systems
Bridging memory-based collaborative filtering and text retrieval
Information Retrieval
Creating patents on the new technology using analogy-based patent mining
Expert Systems with Applications: An International Journal
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In information retrieval, it is common to model index terms and documents as vectors in a suitably defined vector space. The main difficulty with this approach is that the explicit representation of term vectors is not known a priori. For this reason, the vector space model adopted by Salton for the SMART system treats the terms as a set of orthogonal vectors. In such a model it is often necessary to adopt a separate, corrective procedure to take into account the correlations between terms. In this paper, we propose a systematic method (the generalized vector space model) to compute term correlations directly from automatic indexing scheme. We also demonstrate how such correlations can be included with minimal modification in the existing vector based information retrieval systems. The preliminary experimental results obtained from the new model are very encouraging.