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Abstract: A key missing component in information retrieval systems is self-diagnostic tests to establish whether the system can provide reasonable results for a given query on a document collection. If we can measure properties of a retrieved set of documents which allow us to predict average precision, we can automate the decision of whether to elicit relevance feedback, or modify the retrieval system in other ways. We use meta-data attached to documents in the form of time stamps to measure the... (Update)
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BibTeX entry: (Update)
F. Diaz, R. Jones. Using Temporal Profiles of Queries for Precision Prediction. In M. Sanderson, et al. (eds.), Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 18--24. ACM, She#eld, UK, 2004. http://citeseer.ist.psu.edu/diaz04using.html More
@inproceedings{ 1008998,
author = {Fernando Diaz and Rosie Jones},
title = {Using temporal profiles of queries for precision prediction},
booktitle = {Proceedings of the 27th annual international conference on Research and development in information retrieval},
year = {2004},
isbn = {1-58113-881-4},
pages = {18--24},
location = {Sheffield, United Kingdom},
doi = {http://doi.acm.org/10.1145/1008992.1008998},
publisher = {ACM Press},
url = {citeseer.ist.psu.edu/diaz04using.html} }
Citations (may not include all citations):262 Data Mining: Practical Machine Learning Tools and Techniques.. (context) - Witten, Frank - 1999
70 Viewing morphology as an inference process - Krovetz - 1993
48 Relevance-based language models - Lavrenko, Croft - 2001
19 Bursty and hierarchical structure in streams - Kleinberg - 2002
11 Predicting query performance (context) - Cronen-Townsend, Zhou et al. - 2002
10 TimeMines: Constructing timelines with statistical models of.. - Swan, Jensen - 2000
10 Language Modeling for Information Retrieval (context) - Croft, La - 2003
2 The lemur toolkit for language modeling and information retr.. (context) - Allan, Callan et al. - 2003
1 Temporal profiles of queries (context) - Diaz, Jones - 2004
1 Time-based language models - Li, Croft - 2003
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