Advances in Information Retrieval Theory: Third International Conference, ICTIR 2011, Bertinoro, Italy, September 12-14, 2011, Proceedings
Giambattista Amati, Fabio Crestani
Springer Science & Business Media, Sep 1, 2011 - Computers - 370 pages
This book constitutes the refereed proceedings of the Third International Conference on the Theory of Information Retrieval, ICTIR 2011, held in Bertinoro, Italy, in September 2011. The 25 revised full papers and 13 short papers presented together with the abstracts of two invited talks were carefully reviewed and selected from 65 submissions. The papers cover topics ranging from query expansion, co-occurence analysis, user and interactive modelling, system performance prediction and comparison, and probabilistic approaches for ranking and modelling IR to topics related to interdisciplinary approaches or applications. They are organized into the following topical sections: predicting query performance; latent semantic analysis and word co-occurrence analysis; query expansion and re-ranking; comparison of information retrieval systems and approximate search; probability ranking principle and alternatives; interdisciplinary approaches; user and relevance; result diversification and query disambiguation; and logical operators and descriptive approaches.
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ACM SIGIR algorithm Amati Amati and F analysis approach assessments automatic average baseline Bayesian Berlin Heidelberg 2011 collaborative filtering computed considered corpus correlation cosine similarity Crestani Eds defined denote Development in Information distribution diversification diversity domain effectiveness estimate evaluation false memories framework Heidelberg heuristic ICTIR Information Retrieval keywords language model latent semantic analysis LNCS logistic regression measure methods n-grams nodes non-relevant documents ontology optimal paper parameter performance Pinot Noir PR models prediction predictors probability problem Proceedings of SIGIR promising query proposed pseudo QLSA qPRP quantum query difficulty query expansion query q random re-ranking recommender relevance judgments relevance model relevant documents replication representation result list search engine search results search verticals selected SIGIR smoothing space specific statistical strategy subset subtopic test collection thumb-downs thumb-ups TREC upper bounds userís values vector Vector Space Model verticals