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Fuzzy retrieval information


Fuzzy retrieval techniques are based on the Extended Boolean model and the Fuzzy set theory. There are two classical fuzzy retrieval models: Mixed Min and Max (MMM) and the Paice model. Both models do not provide a way of evaluating query weights, however this is considered by the P-norms algorithm.

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Fuzzy retrieval

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Fuzzy retrieval techniques are based on the Extended Boolean model and the Fuzzy set theory. There are two classical fuzzy retrieval models: Mixed Min...

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Information retrieval

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Common models are: Standard Boolean model Extended Boolean model Fuzzy retrieval Algebraic models represent documents and queries usually as vectors...

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Prompt engineering

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satisfy conditions.[citation needed] Retrieval-Augmented Generation (RAG) is a two-phase process involving document retrieval and answer formulation by a Large...

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Confabulation

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strategic retrieval account theories argue that confabulation arises when individuals cannot recall memories correctly or monitor them after retrieval. The...

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Knowledge retrieval

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147-158. Yao, Y.Y. Information retrieval support systems, Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002, 1092-1097. Zhou...

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False memory

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contributed to false memory through his ideas on dissociation and memory retrieval through hypnosis. In 1974, Elizabeth Loftus and John Palmer conducted...

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UMBEL

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"A novel concept-based search for the web of data using UMBEL and a fuzzy retrieval model". The Semantic Web: Research and Applications. Berlin Heidelberg:...

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Extended Boolean model

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but it achieves much better results than the Standard model and even Fuzzy retrieval techniques. The Standard Boolean model is still the most efficient...

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Geographic information retrieval

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Giuseppe (2012-06-01). "Geographic information retrieval: Modeling uncertainty of user's context". Fuzzy Sets and Systems. 196: 105–124. doi:10.1016/j...

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List of CBIR engines

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This is a list of publicly available content-based image retrieval (CBIR) engines. These image search engines look at the content (pixels) of images in...

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Uncertain inference

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way to formally define a query and document relationship in Information retrieval. This formalization is a logical implication with an attached measure...

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Michael Loren Mauldin

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Michael Loren "Fuzzy" Mauldin (/ˈmɔːldən/) (born March 23, 1959) is an American retired computer scientist and the inventor of the Lycos web search engine...

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Ordered weighted averaging

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In applied mathematics, specifically in fuzzy logic, the ordered weighted averaging (OWA) operators provide a parameterized class of mean type aggregation...

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Approximate computing

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software level. Memoization or fuzzy memoization (the use of a vector database for approximate retrieval from a cache, i.e. fuzzy caching) can be applied. Some...

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Apache Lucene

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and local, single-site searching. Lucene includes a feature to perform a fuzzy search based on edit distance. Lucene has also been used to implement recommendation...

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Cognitive city

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Knowledge Retrieval. International Workshop on Web-scale Knowledge Representation, Retrieval, and Reasoning. Maui, Hawaii, USA, 2012. Zadeh, L.A.: Fuzzy Logic...

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Bitap algorithm

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and Wu's original paper gives extensions of the algorithm to deal with fuzzy matching of general regular expressions. Due to the data structures required...

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Reinforcement learning

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Berenji, H.R. (1994). "Fuzzy Q-learning: A new approach for fuzzy dynamic programming". Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference...

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Translation memory

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permissions. Fuzzy match When the match is not exact, it is a "fuzzy" match. Some systems assign percentages to these kinds of matches, in which case a fuzzy match...

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Outline of library and information science

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interact with library systems. The organization of knowledge for efficient retrieval of relevant information is also a major research goal of library science...

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Types of artificial neural networks

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training set changes and requires no backpropagation. A neuro-fuzzy network is a fuzzy inference system in the body of an artificial neural network. Depending...

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Hash function

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tables are used in data storage and retrieval applications to access data in a small and nearly constant time per retrieval. They require an amount of storage...

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Pattern recognition

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statistical data analysis, signal processing, image analysis, information retrieval, bioinformatics, data compression, computer graphics and machine learning...

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Annotation

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and Kolmogorov–Smirnov test for the numeric ones. Alobaid and Corcho use fuzzy clustering (c-means) to label numeric columns. Limaye et al. uses TF-IDF...

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Learning to rank

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reinforcement learning, in the construction of ranking models for information retrieval systems. Training data may, for example, consist of lists of items with...

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