Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Numerical recipes in C (2nd ed.): the art of scientific computing
Numerical recipes in C (2nd ed.): the art of scientific computing
Communications of the ACM
Architecture of a metasearch engine that supports user information needs
Proceedings of the eighth international conference on Information and knowledge management
User interactions with everyday applications as context for just-in-time information access
Proceedings of the 5th international conference on Intelligent user interfaces
Improving the effectiveness of information retrieval with local context analysis
ACM Transactions on Information Systems (TOIS)
SearchPad: explicit capture of search context to support Web search
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
The use of dynamic contexts to improve casual internet searching
ACM Transactions on Information Systems (TOIS)
Newsjunkie: providing personalized newsfeeds via analysis of information novelty
Proceedings of the 13th international conference on World Wide Web
Correcting real-word spelling errors by restoring lexical cohesion
Natural Language Engineering
Searching the web: operator assistance required
Information Processing and Management: an International Journal
Measuring semantic similarity in the taxonomy of WordNet
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Y!Q: contextual search at the point of inspiration
Proceedings of the 14th ACM international conference on Information and knowledge management
Proceedings of the 15th international conference on World Wide Web
Journal of Computer Science and Technology
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics
Interest-based personalized search
ACM Transactions on Information Systems (TOIS)
User modeling for personalized Web search with self-organizing map: Research Articles
Journal of the American Society for Information Science and Technology
User modeling for personalized Web search with self-organizing map: Research Articles
Journal of the American Society for Information Science and Technology
A review of ontology based query expansion
Information Processing and Management: an International Journal
A knowledge-based search engine powered by wikipedia
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
SUSAX: Context-specific searching in XML documents using sequence alignment techniques
Data & Knowledge Engineering
Personalized information retrieval based on context and ontological knowledge
The Knowledge Engineering Review
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
Analysis of long queries in a large scale search log
Proceedings of the 2009 workshop on Web Search Click Data
Modeling individual cognitive structure in contextual information retrieval
Computers & Mathematics with Applications
An ontology-driven approach for semantic information retrieval on the Web
ACM Transactions on Internet Technology (TOIT)
Document relevance assessment via term distribution analysis using fourier series expansion
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
An API for measuring the relatedness of words in Wikipedia
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
A generic framework for comparing semantic similarities on a subsumption hierarchy
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
SMS-based contextual web search
Proceedings of the 1st ACM workshop on Networking, systems, and applications for mobile handhelds
WikiRelate! computing semantic relatedness using wikipedia
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Using web-search results to measure word-group similarity
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Collective Evolutionary Indexing of Multimedia Objects
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part I
Semi-supervised semantic role labeling
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
A generalized vector space model for text retrieval based on semantic relatedness
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Methods for Evaluating Interactive Information Retrieval Systems with Users
Foundations and Trends in Information Retrieval
International Journal of Human-Computer Studies
Using wiktionary for computing semantic relatedness
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
A study on similarity and relatedness using distributional and WordNet-based approaches
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Knowledge derived from wikipedia for computing semantic relatedness
Journal of Artificial Intelligence Research
Wikipedia-based semantic interpretation for natural language processing
Journal of Artificial Intelligence Research
Computing semantic relatedness using Wikipedia-based explicit semantic analysis
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A Web-Based Relatedness Measure by Conditional Query
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Towards Bridging the Web and the Semantic Web
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Automatically creating datasets for measures of semantic relatedness
LD '06 Proceedings of the Workshop on Linguistic Distances
Addressing gaps in knowledge while reading
Journal of the American Society for Information Science and Technology
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
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
TextGraphs-4 Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing
Wisdom of crowds versus wisdom of linguists – measuring the semantic relatedness of words
Natural Language Engineering
Vlogging: A survey of videoblogging technology on the web
ACM Computing Surveys (CSUR)
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A context-based information agent for supporting education on the web
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Representing context in web search with ontological user profiles
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Wikipedia mining for an association web thesaurus construction
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Word distribution analysis for relevance ranking and query expansion
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Conceptual language models for domain-specific retrieval
Information Processing and Management: an International Journal
A conceptual model for user-centered quality information retrieval on the World Wide Web
Journal of Intelligent Information Systems
Visual information in semantic representation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Information content measures of semantic similarity perform better without sense-tagged text
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
The S-Space package: an open source package for word space models
ACLDemos '10 Proceedings of the ACL 2010 System Demonstrations
SMS-based web search for low-end mobile devices
Proceedings of the sixteenth annual international conference on Mobile computing and networking
Text relatedness based on a word thesaurus
Journal of Artificial Intelligence Research
Capturing nonlinear structure in word spaces through dimensionality reduction
GEMS '10 Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics
Sketch techniques for scaling distributional similarity to the web
GEMS '10 Proceedings of the 2010 Workshop on GEometrical Models of Natural Language Semantics
Measuring distributional similarity in context
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Entity classification by bag of Wikipedia articles
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
An approach to semantic information retrieval based on natural language query understanding
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Word AdHoc Network: Using Google Core Distance to extract the most relevant information
Knowledge-Based Systems
Using Google latent semantic distance to extract the most relevant information
Expert Systems with Applications: An International Journal
Utilizing user-input contextual terms for query disambiguation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A semantic network approach to measuring relatedness
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Context-sensitive query auto-completion
Proceedings of the 20th international conference on World wide web
A word at a time: computing word relatedness using temporal semantic analysis
Proceedings of the 20th international conference on World wide web
Combining heterogeneous knowledge resources for improved distributional semantic models
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Edge dependent pathway scoring for calculating semantic similarity in ConceptNet
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Semantic relatedness from automatically generated semantic networks
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
Cross-lingual recommendations in a resource-based learning scenario
EC-TEL'11 Proceedings of the 6th European conference on Technology enhanced learning: towards ubiquitous learning
Searching for software learning resources using application context
Proceedings of the 24th annual ACM symposium on User interface software and technology
A Survey of Automatic Query Expansion in Information Retrieval
ACM Computing Surveys (CSUR)
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Location-based context retrieval and filtering
LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness
Measuring semantic similarity based on weighting attributes of edge counting
AIS'04 Proceedings of the 13th international conference on AI, Simulation, and Planning in High Autonomy Systems
How we BLESSed distributional semantic evaluation
GEMS '11 Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics
Distributional semantics from text and images
GEMS '11 Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics
Approximate scalable bounded space sketch for large data NLP
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Harnessing different knowledge sources to measure semantic relatedness under a uniform model
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Lexical co-occurrence, statistical significance, and word association
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Semantic processing of database textual attributes using wikipedia
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
SWiPE: searching wikipedia by example
Proceedings of the 21st international conference companion on World Wide Web
Context features and their use in information retrieval
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
Hybrid Method for Computing Word-Pair Similarity based on Web Content
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Large-scale learning of word relatedness with constraints
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
SenSim: sentence similarity based on the concept of relevance
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Explanatory semantic relatedness and explicit spatialization for exploratory search
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Evaluating distributional models of semantics for syntactically invariant inference
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
SemEval-2012 task 4: evaluating Chinese word similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
DeepPurple: estimating sentence semantic similarity using n-gram regression models and web snippets
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
SRIUBC: simple similarity features for semantic textual similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Distributional semantics in technicolor
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Exploring topic coherence over many models and many topics
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Fast large-scale approximate graph construction for NLP
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Grounded models of semantic representation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
KORE: keyphrase overlap relatedness for entity disambiguation
Proceedings of the 21st ACM international conference on Information and knowledge management
WNavis: Navigating Wikipedia semantically with an SNA-based summarization technique
Decision Support Systems
A scalable approach for performing proximal search for verbose patent search queries
Proceedings of the 21st ACM international conference on Information and knowledge management
Computing similarity between items in a digital library of cultural heritage
Journal on Computing and Cultural Heritage (JOCCH)
Improving relational similarity measurement using symmetries in proportional word analogies
Information Processing and Management: an International Journal
Harnessing wikipedia semantics for computing contextual relatedness
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence
An open-source toolkit for mining Wikipedia
Artificial Intelligence
The similarity jury: combining expert judgements on geographic concepts
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
A New Model to Compute the Information Content of Concepts from Taxonomic Knowledge
International Journal on Semantic Web & Information Systems
Evaluating the results of methods for computing semantic relatedness
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Computing semantic relatedness using word frequency and layout information of Wikipedia
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Distributional phrasal paraphrase generation for statistical machine translation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Computing semantic relatedness from human navigational paths on Wikipedia
Proceedings of the 22nd international conference on World Wide Web companion
Unsupervised latent concept modeling to identify query facets
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Extracting Knowledge from Wikipedia Articles through Distributed Semantic Analysis
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Probabilistic semantic similarity measurements for noisy short texts using Wikipedia entities
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A new benchmark dataset with production methodology for short text semantic similarity algorithms
ACM Transactions on Speech and Language Processing (TSLP)
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Relational term-suggestion graphs incorporating multipartite concept and expertise networks
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
The emergence of semantic meaning in the ventral temporal pathway
Journal of Cognitive Neuroscience
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Keyword-based search engines are in widespread use today as a popular means for Web-based information retrieval. Although such systems seem deceptively simple, a considerable amount of skill is required in order to satisfy non-trivial information needs. This paper presents a new conceptual paradigm for performing search in context, that largely automates the search process, providing even non-professional users with highly relevant results. This paradigm is implemented in practice in the IntelliZap system, where search is initiated from a text query marked by the user in a document she views, and is guided by the text surrounding the marked query in that document ("the context"). The context-driven information retrieval process involves semantic keyword extraction and clustering to automatically generate new, augmented queries. The latter are submitted to a host of general and domain-specific search engines. Search results are then semantically reranked, using context. Experimental results testify that using context to guide search, effectively offers even inexperienced users an advanced search tool on the Web.