Matrix analysis
Automatic text processing
Pivoted document length normalization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
An Evaluation of Automatically Constructed Hypertexts for InformationRetrieval
Information Retrieval
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
The Geometry of Information Retrieval
The Geometry of Information Retrieval
A probabilistic model for Latent Semantic Indexing: Research Articles
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Evaluating implicit feedback models using searcher simulations
ACM Transactions on Information Systems (TOIS)
Context modeling and discovery using vector space bases
Proceedings of the 14th ACM international conference on Information and knowledge management
TREC: Experiment and Evaluation in Information Retrieval (Digital Libraries and Electronic Publishing)
Utilizing a geometry of context for enhanced implicit feedback
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Structured Information Retrieval and Quantum Theory
QI '09 Proceedings of the 3rd International Symposium on Quantum Interaction
A Quantum-Based Model for Interactive Information Retrieval
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Context-aware citation recommendation
Proceedings of the 19th international conference on World wide web
Supporting polyrepresentation in a quantum-inspired geometrical retrieval framework
Proceedings of the third symposium on Information interaction in context
What can quantum theory bring to information retrieval
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Toward the design of a methodology to predict relevance through multiple sources of evidence
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
Exploring a multidimensional representation of documents and queries
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
CLUENET: enabling automatic video aggregation in social media networks
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Towards quantum-based DB+IR processing based on the principle of polyrepresentation
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Combining interaction and content for feedback-based ranking
IRFC'11 Proceedings of the Second international conference on Multidisciplinary information retrieval facility
Quantum latent semantic analysis
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
A user interaction model based on the principle of polyrepresentation
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
A Survey of Automatic Query Expansion in Information Retrieval
ACM Computing Surveys (CSUR)
MPEG-7 features in hilbert spaces: querying similar images with linear superpositions
QI'11 Proceedings of the 5th international conference on Quantum interaction
Using the quantum probability ranking principle to rank interdependent documents
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Filtering documents with subspaces
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
An investigation of quantum interference in information retrieval
IRFC'10 Proceedings of the First international Information Retrieval Facility conference on Adbances in Multidisciplinary Retrieval
A malay stemmer for jawi characters
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Modeling the evolution of context in information retrieval
FDIA'08 Proceedings of the 2nd BCS IRSG conference on Future Directions in Information Access
On using a quantum physics formalism for multidocument summarization
Journal of the American Society for Information Science and Technology
Re-ranking with context for high-performance biomedical information retrieval
International Journal of Data Mining and Bioinformatics
Relevance feedback method based on vector space basis change
SPIRE'12 Proceedings of the 19th international conference on String Processing and Information Retrieval
A Ubiquitous Image Tagging System Using User Context
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
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Information retrieval (IR) models based on vector spaces have been investigated for a long time. Nevertheless, they have recently attracted much research interest. In parallel, context has been rediscovered as a crucial issue in information retrieval. This article presents a principled approach to modeling context and its role in ranking information objects using vector spaces. First, the article outlines how a basis of a vector space naturally represents context, both its properties and factors. Second, a ranking function computes the probability of context in the objects represented in a vector space, namely, the probability that a contextual factor has affected the preparation of an object.