@inproceedings{citeulike:1826673, title = {Using navigation data to improve IR functions in the context of web search}, address = {New York, NY, USA}, author = {Mark H. Hansen and Elizabeth Shriver}, booktitle = {CIKM '01: Proceedings of the tenth international conference on Information and knowledge management}, pages = {135--142}, publisher = {ACM}, url = {http://dx.doi.org/10.1145/502585.502609}, year = {2001}, biburl = {http://www.bibsonomy.org/bibtex/257c408c1e44766dbcaf70f655d4c3e21/brusilovsky}, description = {CUL references}, abstract = {As part of the process of delivering content, devices like proxies and gateways log valuable information about the activities and navigation patterns of users on the Web. In this study, we consider how this navigation data can be used to improve Web search. A query posted to a search engine together with the set of pages accessed during a search task is known as a search session. We develop a mixture model for the observed set of search sessions, and propose variants of the classical EM algorithm for training. The model itself yields a type of navigation-based query clustering. By implicitly borrowing strength between related queries, the mixture formulation allows us to identify the "highly relevant" URLs for each query cluster. Next, we explore methods for incorporating existing labeled data (the Yahoo! directory, for example) to speed convergence and help resolve low-traffic clusters. Finally, the mixture formulation also provides for a simple, hierarchical display of search results based on the query clusters. The effectiveness of our approach is evaluated using proxy access logs for the outgoing Lucent proxy.}, posted-at = {2007-10-26 21:07:41}, citeulike-article-id = {1826673}, priority = {3}, isbn = {1581134363}, doi = {http://dx.doi.org/10.1145/502585.502609}, keywords = {en, social-navigation, social-search, www-search } } @inproceedings{conf/cbms/MaskeryZJHSHL05, title = {A Novel Computational Analysis of Heterogeneity in Breast Tissue.}, author = {Susan Maskery and Yonghong Zhang and Rick Jordan and Hai Hu and Craig D. Shriver and Jeffrey Hooke and Michael N. Liebman}, booktitle = {CBMS}, crossref = {conf/cbms/2005}, pages = {395-400}, publisher = {IEEE Computer Society}, url = {http://dblp.uni-trier.de/db/conf/cbms/cbms2005.html#MaskeryZJHSHL05}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/2d33e64ca4e8e0329f9ee33214ab6f05b/dblp}, description = {dblp}, ee = {http://dx.doi.org/10.1109/CBMS.2005.16}, isbn = {0-7695-2355-2}, date = {2008-08-27}, keywords = {dblp } } @article{journals/jbi/MaskeryHHSL08, title = {A Bayesian derived network of breast pathology co-occurrence.}, author = {Susan Maskery and Hai Hu and Jeffrey Hooke and Craig D. Shriver and Michael N. Liebman}, journal = {Journal of Biomedical Informatics}, number = {2}, pages = {242-250}, url = {http://dblp.uni-trier.de/db/journals/jbi/jbi41.html#MaskeryHHSL08}, volume = {41}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/236d5692533620aae2ed9d721cee0c5bc/dblp}, description = {dblp}, ee = {http://dx.doi.org/10.1016/j.jbi.2007.12.005}, date = {2008-06-12}, keywords = {dblp } } @article{journals/titb/MaskeryZJHHSL06, title = {Co-Occurrence Analysis for Discovery of Novel Breast Cancer Pathology Patterns.}, author = {Susan Maskery and Yonghong Zhang and Rick Jordan and Hai Hu and Jeffrey Hooke and Craig D. Shriver and Michael N. Liebman}, journal = {IEEE Transactions on Information Technology in Biomedicine}, number = {3}, pages = {497-503}, url = {http://dblp.uni-trier.de/db/journals/titb/titb10.html#MaskeryZJHHSL06}, volume = {10}, year = {2006}, biburl = {http://www.bibsonomy.org/bibtex/21979dddce1476eeb82e07ac7d58427f9/dblp}, description = {dblp}, ee = {http://doi.ieeecomputersociety.org/10.1109/TITB.2005.863863}, date = {2007-12-14}, keywords = {dblp } } @inproceedings{conf/icws/ParadkarSWJOSL07, title = {Automated Functional Conformance Test Generation for Semantic Web Services.}, author = {Amit M. Paradkar and Avik Sinha and Clay Williams and Robert D. Johnson and Susan Outterson and Charles Shriver and Carol Liang}, booktitle = {ICWS}, crossref = {conf/icws/2007}, pages = {110-117}, publisher = {IEEE Computer Society}, url = {http://dblp.uni-trier.de/db/conf/icws/icws2007.html#ParadkarSWJOSL07}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/234d516dcf7cd239297868030a2b6fb15/dblp}, description = {dblp}, ee = {http://doi.ieeecomputersociety.org/10.1109/ICWS.2007.48}, date = {2007-07-18}, keywords = {dblp } } @book{oop87, title = {{Research Directions in Object Oriented Programming}}, address = {Cambridge, Massasuchetts}, editor = {B.D. Shriver and P. Wegner}, publisher = {MIT Press}, year = {1987}, biburl = {http://www.bibsonomy.org/bibtex/230aad300d07ba919e696648ae928503c/charoy}, keywords = {etude,poo,loo } } @incollection{maier87, title = {{Development and Implementation of an Object-Oriented DBMS}}, author = {D. Maier and J. Stein}, booktitle = {{Research Directions in Object-Oriented Programming}}, editor = {Bruce Shriver and Peter Wegner}, pages = {355--392}, publisher = {MIT Press}, year = {1987}, biburl = {http://www.bibsonomy.org/bibtex/24427e8cb6aefd57397303adc508a1e2e/charoy}, keywords = {GemStone, Smalltalk oodb, } } @book{books/mit/ShriverW87, title = {Research Directions in Object-Oriented Programming}, editor = {Bruce Shriver and Peter Wegner}, publisher = {MIT Press}, year = {1987}, biburl = {http://www.bibsonomy.org/bibtex/2b8a61321ae742562be3e96ddb0d62053/dblp}, description = {dblp}, isbn = {0-262-19264-0}, date = {2007-03-01}, keywords = {dblp } } @inproceedings{conf/cbms/MaskeryZHSHL06, title = {Caffeine Intake, Race, and Risk of Invasive Breast Cancer Lessons Learned from Data Mining a Clinical Database.}, author = {Susan Maskery and Yonghong Zhang and Hai Hu and Craig D. Shriver and Jeffrey Hooke and Michael N. Liebman}, booktitle = {CBMS}, crossref = {conf/cbms/2006}, pages = {714-718}, publisher = {IEEE Computer Society}, url = {http://dblp.uni-trier.de/db/conf/cbms/cbms2006.html#MaskeryZHSHL06}, year = {2006}, biburl = {http://www.bibsonomy.org/bibtex/2516f91fdea6860ec78d6daa893cf1909/dblp}, description = {dblp}, ee = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2006.64}, date = {2006-09-22}, keywords = {dblp } } @inproceedings{conf/icnc/HuSCEHJSHSL05, title = {Can Circulating Matrix Metalloproteinases Be Predictors of Breast Cancer? A Neural Network Modeling Study.}, author = {Hai Hu and S. B. Somiari and J. Copper and R. D. Everly and C. Heckman and Rick Jordan and R. Somiari and Jeffrey Hooke and Craig D. Shriver and Michael N. Liebman}, booktitle = {ICNC (1)}, crossref = {conf/icnc/2005-1}, editor = {Lipo Wang and Ke Chen and Yew-Soon Ong}, pages = {1039-1042}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, url = {http://dblp.uni-trier.de/db/conf/icnc/icnc2005-1.html#HuSCEHJSHSL05}, volume = {3610}, year = {2005}, biburl = {http://www.bibsonomy.org/bibtex/2c7ea313fe62e97a747f44d39972be61e/dblp}, description = {dblp}, ee = {http://dx.doi.org/10.1007/11539087_138}, isbn = {3-540-28323-4}, date = {2006-08-24}, keywords = {dblp } }