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Titlebook: A Feature-Centric View of Information Retrieval; Donald Metzler Book 2011 Springer-Verlag Berlin Heidelberg 2011 Markov models.Web queries

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發(fā)表于 2025-3-21 17:57:17 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱A Feature-Centric View of Information Retrieval
影響因子2023Donald Metzler
視頻videohttp://file.papertrans.cn/141/140722/140722.mp4
發(fā)行地址Presents a novel paradigm for Web search, which is especially applicable to large data sets.Combines experiences from the author’s academic and industrial research over several years.Delivers the sing
學(xué)科分類The Information Retrieval Series
圖書封面Titlebook: A Feature-Centric View of Information Retrieval;  Donald Metzler Book 2011 Springer-Verlag Berlin Heidelberg 2011 Markov models.Web queries
影響因子.Commercial Web search engines such as Google, Yahoo, and Bing are used every day by millions of people across the globe. With their ever-growing refinement and usage, it has become increasingly difficult for academic researchers to keep up with the collection sizes and other critical research issues related to Web search, which has created a divide between the information retrieval research being done within academia and industry.? Such large collections pose a new set of challenges for information retrieval researchers. .In this work, Metzler describes highly effective information retrieval models for both smaller, classical data sets, and larger Web collections. In a shift away from heuristic, hand-tuned ranking functions and complex probabilistic models, he presents feature-based retrieval models. The Markov random field model he details goes beyond the traditional yet ill-suited bag of words assumption in two ways. First, the model can easily exploit various types of dependencies that exist between query terms, eliminating the term independence assumption that often accompanies bag of words models. Second, arbitrary textual or non-textual features can be used within the model.
Pindex Book 2011
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Model Learning,on the epoch, emphasis is laid on economic or social elements, on the control of trade routes, access to water or energy or on religious factors. This emphasis is often a mirror image of the fears of each historic period. As regards more ancient eras whose wars are related in literary form in great
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Book 2011 of words assumption in two ways. First, the model can easily exploit various types of dependencies that exist between query terms, eliminating the term independence assumption that often accompanies bag of words models. Second, arbitrary textual or non-textual features can be used within the model.
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Introduction, it all in stride. Citizen attitudes in Greece are generally pessimistic, but it is only one point higher than that of the EU average as shown in the most recent Eurobarometer.. However, one cannot dismiss the glumness regarding the future that permeates the population as a whole.. Looking at the hi
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Classical Retrieval Models, Treaty Organization (NATO). Cooperation with and integration into the EU and NATO subsequently became the central foreign policy objectives of most of the CEECs. As a consequence, the “integration divide” between the “West” and the “East” of Eastern Europe came into existence.
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