Information retrieval as statistical translation
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 11th international conference on World Wide Web
Mining newsgroups using networks arising from social behavior
WWW '03 Proceedings of the 12th international conference on World Wide Web
Compressing the Graph Structure of the Web
DCC '01 Proceedings of the Data Compression Conference
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The Web explosion offers a bonanza of algorithmic problems. In particular, information retrieval in the web context requires methods and ideas that have not been addressed in the classic IR literature. This tutorial will survey emerging techniques for IR in the web context and discuss some of the pertinent open problems.The list of topics includes search engine technology, ranking and classification methods, web measurements (usage, size, connectivity), and new graph and data structure problems arising in the web IR context.