منابع مشابه
Interactive Intent Modeling Based on Probabilistic Sparse Models
topic space in which the prior lies. By modeling the prior at the topic level, when the corpus size increases, the number of topics would not grow linearly with the corpus size. It is beneficial when one would like to apply the model in the larger scale of corpus, because the number of latent variables z shown in (3.10) to be estimated does not increase linearly with respect to corpus size. Bes...
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In interactive intent modeling the user participates in constructing a model of her search intent using an interactive user interface. This allows the user to iteratively refine the model used for personalizing her search results, even in the presence of high initial uncertainty of the search intent. This approach for personalization has been shown to be beneficial in exploratory information re...
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Understanding the intent of today’s enemy necessitates changes in intelligence collection, processing, and dissemination. Unlike cold war antagonists, today’s enemies operate in small, agile, and distributed cells whose tactics do not map well to established doctrine. This has necessitated a proliferation of advanced sensor and intelligence gathering techniques at level 0 and level 1 of the Joi...
متن کاملInteractive intent modelling
Predicting the e cacy of a drug for a given individual, using highdimensional genomic measurements, is at the core of precision medicine. However, identifying features on which to base the predictions remains a challenge, especially when the sample size is small. Incorporating expert knowledge o↵ers a promising alternative to improve a prediction model, but collecting such knowledge is laboriou...
متن کاملIntent Modeling : Information
COMBINING INTENT MODELING and visual user interfaces can help users discover novel information and dramatically improve their information-exploration performance. Current-generation search engines serve billions of requests each day, returning responses to search queries in fractions of a second. They are great tools for checking facts and looking up information for which users can easily creat...
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ژورنال
عنوان ژورنال: Communications of the ACM
سال: 2015
ISSN: 0001-0782,1557-7317
DOI: 10.1145/2656334