Information Retrieval Based upon Latent Class Analysis
Journal of the ACM (JACM)
Automatic Document Classification
Journal of the ACM (JACM)
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Computer Methods for Mathematical Computations
Computer Methods for Mathematical Computations
WEIRD: an approach to concept-based information retrieval
ACM SIGIR Forum
Automatic Information Organization and Retrieval.
Automatic Information Organization and Retrieval.
Knowledge and natural language processing
Communications of the ACM
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
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SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
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Computational Methods for Intelligent Information Access
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PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
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ACM Transactions on Information Systems (TOIS)
Automatically generated hypertext versions of scholarly articles and their evaluation
HYPERTEXT '00 Proceedings of the eleventh ACM on Hypertext and hypermedia
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CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Evaluating expertise recommendations
GROUP '01 Proceedings of the 2001 International ACM SIGGROUP Conference on Supporting Group Work
Latent semantic linking over homogeneous repositories
DocEng '01 Proceedings of the 2001 ACM Symposium on Document engineering
An infrastructure for open latent semantic linking
Proceedings of the thirteenth ACM conference on Hypertext and hypermedia
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AUIC '01 Proceedings of the 2nd Australasian conference on User interface
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A Methodology to Retrieve Text Documents from Multiple Databases
IEEE Transactions on Knowledge and Data Engineering
Automatic Subject Categorization of Query Terms for Filtering Sensitive Queries in Multimedia Search
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Cross-language information retrieval: experiments based on CLEF 2000 corpora
Information Processing and Management: an International Journal
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Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Anchor text mining for translation of Web queries: A transitive translation approach
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Indexation de textes: l'apprentissage des concepts
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A bootstrapping method for extracting bilingual text pairs
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
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Proceedings of the 2004 ACM symposium on Document engineering
A software infrastructure for RSS deployment and linking on the web
WebMedia '05 Proceedings of the 11th Brazilian Symposium on Multimedia and the web
Towards an approach for multi-device interface design
WebMedia '05 Proceedings of the 11th Brazilian Symposium on Multimedia and the web
Exploring the use of latent topical information for statistical Chinese spoken document retrieval
Pattern Recognition Letters
Survey of research towards robust peer-to-peer networks: search methods
Computer Networks: The International Journal of Computer and Telecommunications Networking
Biomedical knowledge navigation by literature clustering
Journal of Biomedical Informatics
Autonomous authoring tools for hypertext
ACM Computing Surveys (CSUR)
ACE '07 Proceedings of the ninth Australasian conference on Computing education - Volume 66
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
Clustering as an approach to support the automatic definition of semantic hyperlinks
Proceedings of the eighteenth conference on Hypertext and hypermedia
Expert Systems with Applications: An International Journal
Collaborative recommender systems: Combining effectiveness and efficiency
Expert Systems with Applications: An International Journal
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Multimedia Tools and Applications
Iterative Search for Similar Documents on Mobile Devices
KI '08 Proceedings of the 31st annual German conference on Advances in Artificial Intelligence
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Proceedings of the 2008 ACM conference on Recommender systems
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Proceedings of the 17th ACM conference on Information and knowledge management
Word Topic Models for Spoken Document Retrieval and Transcription
ACM Transactions on Asian Language Information Processing (TALIP)
Focused Crawling with Heterogeneous Semantic Information
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Cascaded search for similar documents between mobile devices
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Multi-Agent Based Web Search with Heterogeneous Semantics
Agent Computing and Multi-Agent Systems
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Proceedings of the 2005 conference on Towards the Learning Grid: Advances in Human Learning Services
Semantic Contours in Tracks Based on Emotional Tags
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eLearn '04 Proceedings of the Workshop on eLearning for Computational Linguistics and Computational Linguistics for eLearning
A Hybrid Concept Similarity Measure Model for Ontology Environment
OTM '09 Proceedings of the Confederated International Workshops and Posters on On the Move to Meaningful Internet Systems: ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009
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Foundations and Trends in Information Retrieval
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Proceedings of the 15th international conference on Intelligent user interfaces
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IEEE Transactions on Audio, Speech, and Language Processing
MusicBox: personalized music recommendation based on cubic analysis of social tags
IEEE Transactions on Audio, Speech, and Language Processing
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Empirical Software Engineering
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
Multimodal medical image retrieval OHSU at ImageCLEF 2008
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
MARS: a MultilAnguage Recommender System
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
GEMS '10 Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics
Fast Algorithms for Approximating the Singular Value Decomposition
ACM Transactions on Knowledge Discovery from Data (TKDD)
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ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
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Journal on Data Semantics VI
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FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
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SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
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3LeGE-WG'03 Proceedings of the 3rd international LeGE-WG conference on GRID Infrastructure to Support Future Technology Enhanced Learning
Gathering requirements for a grid-based automatic marking system
ELeGI'05 Proceedings of the 1st international ELeGI conference on Advanced Technology for Enhanced Learning
The singular values and vectors of low rank perturbations of large rectangular random matrices
Journal of Multivariate Analysis
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DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Exploiting syntactic and semantic relationships between terms for opinion retrieval
Journal of the American Society for Information Science and Technology
Text classification by aggregation of SVD eigenvectors
ADBIS'12 Proceedings of the 16th East European conference on Advances in Databases and Information Systems
Development and evaluation of a biomedical search engine using a predicate-based vector space model
Journal of Biomedical Informatics
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In a new method for automatic indexing and retrieval, implicit higher-order structure in the association of terms with documents is modeled to improve estimates of term-document association, and therefore the detection of relevant documents on the basis of terms found in queries. Singular-value decomposition is used to decompose a large term by document matrix into 50 to 150 orthogonal factors from which the original matrix can be approximated by linear combination; both documents and terms are represented as vectors in a 50- to 150- dimensional space. Queries are represented as pseudo-documents vectors formed from weighted combinations of terms, and documents are ordered by their similarity to the query. Initial tests find this automatic method very promising.