C4.5: programs for machine learning
C4.5: programs for machine learning
Viewing morphology as an inference process
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Relevance based language models
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Using terminological feedback for web search refinement: a log-based study
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Language Modeling for Information Retrieval
Language Modeling for Information Retrieval
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Using temporal profiles of queries for precision prediction
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Query based event extraction along a timeline
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Robust temporal processing of news
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
The SMART Retrieval System—Experiments in Automatic Document Processing
The SMART Retrieval System—Experiments in Automatic Document Processing
A language model approach to keyphrase extraction
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
TREC: Experiment and Evaluation in Information Retrieval (Digital Libraries and Electronic Publishing)
Understanding temporal aspects in document classification
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Exploiting temporal contexts in text classification
Proceedings of the 17th ACM conference on Information and knowledge management
The query-flow graph: model and applications
Proceedings of the 17th ACM conference on Information and knowledge management
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
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
Mining the blogosphere for top news stories identification
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Web page publication time detection and its application for page rank
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Understanding temporal query dynamics
Proceedings of the fourth ACM international conference on Web search and data mining
Relevance stability in blog retrieval
Proceedings of the 2011 ACM Symposium on Applied Computing
Personalized web search with user geographic and temporal preferences
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Learning to rank for freshness and relevance
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Estimation methods for ranking recent information
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
Time-based query performance predictors
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Exploring term temporality for pseudo-relevance feedback
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Using k-Top retrieved web snippets to date temporalimplicit queries based on web content analysis
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Probabilistic indexing of media sequences
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Acquiring knowledge about human goals from Search Query Logs
Information Processing and Management: an International Journal
A learned approach for ranking news in real-time using the blogosphere
SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval
A language modeling approach for temporal information needs
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Mining anchor text trends for retrieval
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Proceedings of the 2nd Temporal Web Analytics Workshop
Modeling and predicting behavioral dynamics on the web
Proceedings of the 21st international conference on World Wide Web
Data Mining and Knowledge Discovery
Adaptive temporal query modeling
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Employing document dependency in blog search
Journal of the American Society for Information Science and Technology
Time-sensitive query auto-completion
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Improving retrieval of short texts through document expansion
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Learning to select a time-aware retrieval model
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)
Generating event storylines from microblogs
Proceedings of the 21st ACM international conference on Information and knowledge management
Survival analysis for freshness in microblogging search
Proceedings of the 21st ACM international conference on Information and knowledge management
Temporal models for microblogs
Proceedings of the 21st ACM international conference on Information and knowledge management
Evaluating web archive search systems
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
The Retrieval of Important News Stories by Influence Propagation among Communities and Categories
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Combining recency and topic-dependent temporal variation for microblog search
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Fast data in the era of big data: Twitter's real-time related query suggestion architecture
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Proceedings of the 24th ACM Conference on Hypertext and Social Media
Creating a billion-scale searchable web archive
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
Fast candidate generation for real-time tweet search with bloom filter chains
ACM Transactions on Information Systems (TOIS)
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
The Impacts of Structural Difference and Temporality of Tweets on Retrieval Effectiveness
ACM Transactions on Information Systems (TOIS)
Estimating document focus time
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
How fresh do you want your search results?
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Improving pseudo-relevance feedback via tweet selection
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Predicting event-relatedness of popular queries
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Understanding in-video dropouts and interaction peaks inonline lecture videos
Proceedings of the first ACM conference on Learning @ scale conference
Using temporal bursts for query modeling
Information Retrieval
| Hi-index | 0.00 |
Documents with timestamps, such as email and news, can be placed along a timeline. The timeline for a set of documents returned in response to a query gives an indication of how documents relevant to that query are distributed in time. Examining the timeline of a query result set allows us to characterize both how temporally dependent the topic is, as well as how relevant the results are likely to be. We outline characteristic patterns in query result set timelines, and show experimentally that we can automatically classify documents into these classes. We also show that properties of the query result set timeline can help predict the mean average precision of a query. These results show that meta-features associated with a query can be combined with text retrieval techniques to improve our understanding and treatment of text search on documents with timestamps.