Contextual design: defining customer-centered systems
Contextual design: defining customer-centered systems
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A large-scale study of the evolution of web pages
WWW '03 Proceedings of the 12th international conference on World Wide Web
Mining longitudinal web queries: trends and patterns
Journal of the American Society for Information Science and Technology
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
What's new on the web?: the evolution of the web from a search engine perspective
Proceedings of the 13th international conference on World Wide Web
Identifying similarities, periodicities and bursts for online search queries
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Using temporal profiles of queries for precision prediction
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Hourly analysis of a very large topically categorized web query log
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Semantic similarity between search engine queries using temporal correlation
WWW '05 Proceedings of the 14th international conference on World Wide Web
Page quality: in search of an unbiased web ranking
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Clustering of search results using temporal attributes
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Why we search: visualizing and predicting user behavior
Proceedings of the 16th international conference on World Wide Web
A large-scale evaluation and analysis of personalized search strategies
Proceedings of the 16th international conference on World Wide Web
ACM Transactions on Information Systems (TOIS)
Recrawl scheduling based on information longevity
Proceedings of the 17th international conference on World Wide Web
To personalize or not to personalize: modeling queries with variation in user intent
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Answering general time sensitive queries
Proceedings of the 17th ACM conference on Information and knowledge management
Integration of news content into web results
Proceedings of the Second ACM International Conference on Web Search and Data Mining
The web changes everything: understanding the dynamics of web content
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Resonance on the web: web dynamics and revisitation patterns
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Search result re-ranking by feedback control adjustment for time-sensitive query
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
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
Leveraging temporal dynamics of document content in relevance ranking
Proceedings of the third ACM international conference on Web search and data mining
Towards recency ranking in web search
Proceedings of the third ACM international conference on Web search and data mining
Linear time series models for term weighting in information retrieval
Journal of the American Society for Information Science and Technology
Learning to rank for freshness and relevance
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Detecting seasonal queries by time-series analysis
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Toward traffic-driven location-based web search
Proceedings of the 20th ACM international conference on Information and knowledge management
On relevance, time and query expansion
Proceedings of the 20th ACM international conference on Information and knowledge management
Hybrid models for future event prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
Supervised language modeling for temporal resolution of texts
Proceedings of the 20th ACM international conference on Information and knowledge management
Large-scale validation and analysis of interleaved search evaluation
ACM Transactions on Information Systems (TOIS)
Question temporality: identification and uses
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Joint relevance and freshness learning from clickthroughs for news search
Proceedings of the 21st international conference on World Wide Web
"It's simply integral to what I do": enquiries into how the web is weaved into everyday life
Proceedings of the 21st international conference on World Wide Web
Actualization of query suggestions using query logs
Proceedings of the 21st international conference companion on World Wide Web
Web image prediction using multivariate point processes
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Time-sensitive query auto-completion
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
The essence of time: considering temporal relevance as an intent-aware ranking problem
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Creating temporally dynamic web search snippets
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Learning-based time-sensitive re-ranking for web search
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
An Online Learning Framework for Refining Recency Search Results with User Click Feedback
ACM Transactions on Information Systems (TOIS)
Intent-aware temporal query modeling for keyword suggestion
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Learning to rank search results for time-sensitive queries
Proceedings of the 21st ACM international conference on Information and knowledge management
CrowdTiles: presenting crowd-based information for event-driven information needs
Proceedings of the 21st ACM international conference on Information and knowledge management
Improving recency ranking using twitter data
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Time-sensitive web image ranking and retrieval via dynamic multi-task regression
Proceedings of the sixth ACM international conference on Web search and data mining
Expediting search trend detection via prediction of query counts
Proceedings of the sixth ACM international conference on Web search and data mining
Temporal variance of intents in multi-faceted event-driven information needs
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A click model for time-sensitive queries
Proceedings of the 22nd international conference on World Wide Web companion
A survey of temporal web search experience
Proceedings of the 22nd international conference on World Wide Web companion
Behavioral dynamics on the web: Learning, modeling, and prediction
ACM Transactions on Information Systems (TOIS)
Information Retrieval with Time Series Query
Proceedings of the 2013 Conference on the Theory of Information Retrieval
Chelsea won, and you bought a t-shirt: characterizing the interplay between Twitter and e-commerce
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
The Impacts of Structural Difference and Temporality of Tweets on Retrieval Effectiveness
ACM Transactions on Information Systems (TOIS)
How fresh do you want your search results?
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Dynamic query intent mining from a search log stream
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining search and browse logs for web search: A Survey
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Classifying queries submitted to a vertical search engine
Proceedings of the 3rd International Web Science Conference
User modeling in search logs via a nonparametric bayesian approach
Proceedings of the 7th ACM international conference on Web search and data mining
Understanding in-video dropouts and interaction peaks inonline lecture videos
Proceedings of the first ACM conference on Learning @ scale conference
Recent and robust query auto-completion
Proceedings of the 23rd international conference on World wide web
Using temporal bursts for query modeling
Information Retrieval
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Web search is strongly influenced by time. The queries people issue change over time, with some queries occasionally spiking in popularity (e.g., earthquake) and others remaining relatively constant (e.g., youtube). The documents indexed by the search engine also change, with some documents always being about a particular query (e.g., the Wikipedia page on earthquakes is about the query earthquake) and others being about the query only at a particular point in time (e.g., the New York Times is only about earthquakes following a major seismic activity). The relationship between documents and queries can also change as people's intent changes (e.g., people sought different content for the query earthquake before the Haitian earthquake than they did after). In this paper, we explore how queries, their associated documents, and the query intent change over the course of 10 weeks by analyzing query log data, a daily Web crawl, and periodic human relevance judgments. We identify several interesting features by which changes to query popularity can be classified, and show that presence of these features, when accompanied by changes in result content, can be a good indicator of change in query intent.