Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Relevance feedback and other query modification techniques
Information retrieval
On the reuse of past optimal queries
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Query expansion using local and global document analysis
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Fast and effective query refinement
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic feedback using past queries: social searching?
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Improving automatic query expansion
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
The paraphrase search assistant: terminological feedback for iterative information seeking
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
A vector space model for automatic indexing
Communications of the ACM
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Journal of Intelligent Information Systems
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Capturing community search expertise for personalized web search using snippet-indexes
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Scaling up all pairs similarity search
Proceedings of the 16th international conference on World Wide Web
Measuring semantic similarity between words using web search engines
Proceedings of the 16th international conference on World Wide Web
Extracting semantic relations from query logs
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 17th international conference on World Wide Web
Online learning from click data for sponsored search
Proceedings of the 17th international conference on World Wide Web
Cm-pmi: improved web-based association measure with contextual label matching
Proceedings of the 17th international conference on World Wide Web
A study in rule-specific issue categorization for e-rulemaking
dg.o '08 Proceedings of the 2008 international conference on Digital government research
Using web information for creating publication venue authority files
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Document similarity based on concept tree distance
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Context-aware query suggestion by mining click-through and session data
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
A software system for buzz-based recommendations
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Graphs from Search Engine Queries
SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science
Web-Based Measure of Semantic Relatedness
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
The Evaluation of Sentence Similarity Measures
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
MedSearch: a specialized search engine for medical information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
Inferring semantic query relations from collective user behavior
Proceedings of the 17th ACM conference on Information and knowledge management
Mining term association patterns from search logs for effective query reformulation
Proceedings of the 17th ACM conference on Information and knowledge management
To swing or not to swing: learning when (not) to advertise
Proceedings of the 17th ACM conference on Information and knowledge management
Search advertising using web relevance feedback
Proceedings of the 17th ACM conference on Information and knowledge management
Proceedings of the 17th ACM conference on Information and knowledge management
Event detection with common user interests
Proceedings of the 10th ACM workshop on Web information and data management
Keyword-based concept search on consumer photos by web-based kernel function
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Semantically driven snippet selection for supporting focused web searches
Data & Knowledge Engineering
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Integration of news content into web results
Proceedings of the Second ACM International Conference on Web Search and Data Mining
An algorithm for analyzing personalized online commercial intention
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising
Consistent phrase relevance measures
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising
IEICE - Transactions on Information and Systems
A survey on session detection methods in query logs and a proposal for future evaluation
Information Sciences: an International Journal
Online expansion of rare queries for sponsored search
Proceedings of the 18th international conference on World wide web
Query Expansion Using External Evidence
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Towards a Novel Association Measure via Web Search Results Mining
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Catching the drift: learning broad matches from clickthrough data
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Web Search Clustering and Labeling with Hidden Topics
ACM Transactions on Asian Language Information Processing (TALIP)
Adaptation of offline vertical selection predictions in the presence of user feedback
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Leveraging sources of collective wisdom on the web for discovering technology synergies
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Translating queries into snippets for improved query expansion
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Robust Word Similarity Estimation Using Perturbation Kernels
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Extracting Related Words from Anchor Text Clusters by Focusing on the Page Designer's Intention
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Improving similarity measures for short segments of text
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Text categorization with knowledge transfer from heterogeneous data sources
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
Large-scale computation of distributional similarities for queries
NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
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
Answering learners' questions by retrieving question paraphrases from social Q&A sites
EANL '08 Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
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
Exploiting internal and external semantics for the clustering of short texts using world knowledge
Proceedings of the 18th ACM conference on Information and knowledge management
Beyond hyperlinks: organizing information footprints in search logs to support effective browsing
Proceedings of the 18th ACM conference on Information and knowledge management
Clustering queries for better document ranking
Proceedings of the 18th ACM conference on Information and knowledge management
Stop word and related problems in web interface integration
Proceedings of the VLDB Endowment
Power-law based estimation of set similarity join size
Proceedings of the VLDB Endowment
Phrase clustering for discriminative learning
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
Context-Aware Online Commercial Intention Detection
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Learning term-weighting functions for similarity measures
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
Gazpacho and summer rash: lexical relationships from temporal patterns of web search queries
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Web opinions analysis with scalable distance-basedclustering
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
On compressing the textual web
Proceedings of the third ACM international conference on Web search and data mining
Context-similarity based hotlinks assignment: Model, metrics and algorithm
Data & Knowledge Engineering
Short and tweet: experiments on recommending content from information streams
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Similarity measures for short segments of text
ECIR'07 Proceedings of the 29th European conference on IR research
Classification-enhanced ranking
Proceedings of the 19th international conference on World wide web
Unsupervised translation disambiguation based on maximum web bilingual relatedness: web as lexicon
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
A vector space approach to tag cloud similarity ranking
Information Processing Letters
Efficient parallel set-similarity joins using MapReduce
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Generalized syntactic and semantic models of query reformulation
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A short text modeling method combining semantic and statistical information
Information Sciences: an International Journal
Learning dense models of query similarity from user click logs
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Growing related words from seed via user behaviors: a re-ranking based approach
ACLstudent '10 Proceedings of the ACL 2010 Student Research Workshop
Eddi: interactive topic-based browsing of social status streams
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Automated skimming in response to questions for nonvisual readers
SLPAT '10 Proceedings of the NAACL HLT 2010 Workshop on Speech and Language Processing for Assistive Technologies
Efficient set-correlation operator inside databases
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Organizing query completions for web search
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Grouping product features using semi-supervised learning with soft-constraints
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
An efficient similarity join algorithm with cosine similarity predicate
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
German encyclopedia alignment based on information retrieval techniques
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Scaling up top-K cosine similarity search
Data & Knowledge Engineering
Ontology-based information content computation
Knowledge-Based Systems
Clustering product features for opinion mining
Proceedings of the fourth ACM international conference on Web search and data mining
Learning similarity function for rare queries
Proceedings of the fourth ACM international conference on Web search and data mining
Shopping for products you don't know you need
Proceedings of the fourth ACM international conference on Web search and data mining
Chinese new word detection from query logs
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Generating phrasal and sentential paraphrases: A survey of data-driven methods
Computational Linguistics
Query rewriting using monolingual statistical machine translation
Computational Linguistics
Combining multiple disambiguation methods for gene mention normalization
Expert Systems with Applications: An International Journal
Peaks and persistence: modeling the shape of microblog conversations
Proceedings of the ACM 2011 conference on Computer supported cooperative work
CONQUER: a system for efficient context-aware query suggestions
Proceedings of the 20th international conference companion on World wide web
Location specific summarization of climatic and agricultural trends
Proceedings of the 20th international conference companion 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
Empirical study of topic modeling in Twitter
Proceedings of the First Workshop on Social Media Analytics
ATLAS: a probabilistic algorithm for high dimensional similarity search
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
A community question-answering refinement system
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Piggyback: using search engines for robust cross-domain named entity recognition
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Out of sight, not out of mind: on the effect of social and physical detachment on information need
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
High-precision phrase-based document classification on a modern scale
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective
ACM Transactions on Asian Language Information Processing (TALIP)
Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion
ACM Transactions on Intelligent Systems and Technology (TIST)
Using semantic distance to automatically suggest transfer course equivalencies
IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
Web-Based Verification on the Representativeness of Terms Extracted from Single Short Documents
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Discovering User Interest on Twitter with a Modified Author-Topic Model
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Suggestion set utility maximization using session logs
Proceedings of the 20th ACM international conference on Information and knowledge management
Query session detection as a cascade
Proceedings of the 20th ACM international conference on Information and knowledge management
Proceedings of the 20th ACM international conference on Information and knowledge management
Transferring topical knowledge from auxiliary long texts for short text clustering
Proceedings of the 20th ACM international conference on Information and knowledge management
Proceedings of the 20th ACM international conference on Information and knowledge management
Improved answer ranking in social question-answering portals
Proceedings of the 3rd international workshop on Search and mining user-generated contents
WeQuest: scalable alternate reality games through end-user content authoring
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology
HSWS: enhancing efficiency of web search engine via semantic web
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Unveiling locations in geo-spatial documents
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Topical clustering of search results
Proceedings of the fifth ACM international conference on Web search and data mining
Place semantics into context: service community discovery from the WSDL corpus
ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
Scaling mobile alternate reality games with geo-location translation
ICIDS'11 Proceedings of the 4th international conference on Interactive Digital Storytelling
Query recommendation by modelling the query-flow graph
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Measuring semantic similarity between words by removing noise and redundancy in web snippets
Concurrency and Computation: Practice & Experience
CRSI: a compact randomized similarity index for set-valued features
Proceedings of the 15th International Conference on Extending Database Technology
Hybrid Method for Computing Word-Pair Similarity based on Web Content
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Extracting keyphrase set with high diversity and coverage using structural SVM
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Classification of short texts by deploying topical annotations
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Finding related micro-blogs based on wordnet
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications
Short text classification improved by learning multi-granularity topics
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Distributed KNN-graph approximation via hashing
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
CluChunk: clustering large scale user-generated content incorporating chunklet information
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Towards efficient similar sentences extraction
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Measuring word relatedness using heterogeneous vector space models
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Domain-specific semantic relatedness from Wikipedia: can a course be transferred?
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop
Measuring semantic relatedness using multilingual representations
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
UNITOR: combining semantic text similarity functions through SV regression
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
Structuring e-commerce inventory
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Context similarity measure using Fuzzy Formal Concept Analysis
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Topic-driven reader comments summarization
Proceedings of the 21st ACM international conference on Information and knowledge management
Matching product titles using web-based enrichment
Proceedings of the 21st ACM international conference on Information and knowledge management
TCSST: transfer classification of short & sparse text using external data
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploiting enriched contextual information for mobile app classification
Proceedings of the 21st ACM international conference on Information and knowledge management
Extended information inference model for unsupervised categorization of web short texts
Journal of Information Science
The Effect of Social and Physical Detachment on Information Need
ACM Transactions on Information Systems (TOIS)
Enterprise ontology learning for heterogeneous graphs extraction
MEDI'12 Proceedings of the 2nd international conference on Model and Data Engineering
Document classification based on web search hit counts
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Optimizing parallel algorithms for all pairs similarity search
Proceedings of the sixth ACM international conference on Web search and data mining
Applying Trust Metrics Based on User Interactions to Recommendation in Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Efficient top-k algorithms for approximate substring matching
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Computing semantic relatedness using word frequency and layout information of Wikipedia
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Measuring similarity of windows applications using static and dynamic birthmarks
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Enhancing short text clustering with small external repositories
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Cache-conscious performance optimization for similarity search
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A graph-based approach to commonsense concept extraction and semantic similarity detection
Proceedings of the 22nd international conference on World Wide Web companion
A biterm topic model for short texts
Proceedings of the 22nd international conference on World Wide Web
From search session detection to search mission detection
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Anchor concept graph distance for web image re-ranking
Proceedings of the 21st ACM international conference on Multimedia
Short text classification by detecting information path
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
An unsupervised transfer learning approach to discover topics for online reputation management
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining subtopics from text fragments for a web query
Information Retrieval
Document clustering based on web search hit counts
International Journal of Business Intelligence and Data Mining
Exploiting topic tracking in real-time tweet streams
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Modeling semantic and behavioral relations for query suggestion
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Improving short text classification using public search engines
IUKM'13 Proceedings of the 2013 international conference on Integrated Uncertainty in Knowledge Modelling and Decision Making
Journal of Information Science
A new benchmark dataset with production methodology for short text semantic similarity algorithms
ACM Transactions on Speech and Language Processing (TSLP)
Personalized Query Expansion for Web Search Using Social Keywords
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Dimension independent similarity computation
The Journal of Machine Learning Research
Acquisition of open-domain classes via intersective semantics
Proceedings of the 23rd international conference on World wide web
An efficient Particle Swarm Optimization approach to cluster short texts
Information Sciences: an International Journal
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Determining the similarity of short text snippets, such as search queries, works poorly with traditional document similarity measures (e.g., cosine), since there are often few, if any, terms in common between two short text snippets. We address this problem by introducing a novel method for measuring the similarity between short text snippets (even those without any overlapping terms) by leveraging web search results to provide greater context for the short texts. In this paper, we define such a similarity kernel function, mathematically analyze some of its properties, and provide examples of its efficacy. We also show the use of this kernel function in a large-scale system for suggesting related queries to search engine users.