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Nguyen, Hung V:

Content-Based Mining of Query Replacements - A Probabilistic Approach to Bridging the SemanticGap Between Search Phrases and Items' Information - Pasta blanda

2008, ISBN: 9783639091212

[ED: Taschenbuch / Paperback], [PU: VDM Verlag Dr. Müller], This dissertation introduces the problem of content-based query replacement. It motivatesthe term correlation modeled using MRF… Más…

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Content-Based Mining of Query Replacements / A Probabilistic Approach to Bridging the Semantic Gap Between Search Phrases and Items' Information / Hung V Nguyen / Taschenbuch / Englisch - Nguyen, Hung V
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Nguyen, Hung V:

Content-Based Mining of Query Replacements / A Probabilistic Approach to Bridging the Semantic Gap Between Search Phrases and Items' Information / Hung V Nguyen / Taschenbuch / Englisch - Pasta blanda

ISBN: 9783639091212

[ED: Taschenbuch], [PU: VDM Verlag Dr. Müller], This dissertation introduces the problem of content-based query replacement. It motivatesthe term correlation modeled using MRFs and thesam… Más…

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ISBN: 9783639091212

This dissertation introduces the problem of content-based query replacement. It motivatesthe term correlation modeled using MRFs and thesampling based technique to learn thesearch phrase … Más…

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Hung V Nguyen:
Content-Based Mining of Query Replacements - Pasta blanda

ISBN: 9783639091212

*Content-Based Mining of Query Replacements* - A Probabilistic Approach to Bridging the Semantic Gap Between Search Phrases and Items' Information / Taschenbuch für 48.99 € / Aus dem Bere… Más…

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Content-Based Mining of Query Replacements - Nguyen, Hung V
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Nguyen, Hung V:
Content-Based Mining of Query Replacements - Pasta blanda

2008, ISBN: 9783639091212

Vdm Verlag Dr. Müller, Taschenbuch, 76 Seiten, Publiziert: 2008-10-31T00:00:01Z, Produktgruppe: Buch, 0.12 kg, Informatik, IT-Ausbildung & -Berufe, Computer & Internet, Kategorien, Bücher… Más…

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Detalles del libro
Content-Based Mining of Query Replacements

This dissertation introduces the problem of content- based query replacement. It motivates the term correlation modeled using MRFs and the sampling based technique to learn the search phrase definitions. These definitions are used as alternative queries to achieve higher accuracy in several retrieval tasks. Retrieving relevant documents while eliminating irrelevant documents for an user's query is a challenging task which involves a good understanding of the relation between the data and the query as well as developing algorithms that can efficiently measure the relevance of the data to the query. As part of this dissertation, we have developed a hypothesis to reduce the problem of mining search phrase definitions significantly by modeling the joint distribution of terms as a product of conditional distributions, modeled as a Markov Random Field. We assume that there exists an underlying joint distribution among terms that are used to describe the search phrase. The modeling we propose is a condensed representation of inter- term relationship and it appears to capture insight statistics among terms. describes a target phrase.

Detalles del libro - Content-Based Mining of Query Replacements


EAN (ISBN-13): 9783639091212
ISBN (ISBN-10): 3639091213
Tapa blanda
Año de publicación: 2008
Editorial: VDM Verlag Dr. Müller
76 Páginas
Peso: 0,130 kg
Idioma: eng/Englisch

Libro en la base de datos desde 2009-02-11T13:10:31+01:00 (Madrid)
Página de detalles modificada por última vez el 2024-02-23T16:39:15+01:00 (Madrid)
ISBN/EAN: 9783639091212

ISBN - escritura alterna:
3-639-09121-3, 978-3-639-09121-2
Mode alterno de escritura y términos de búsqueda relacionados:
Autor del libro: hung nguyen
Título del libro: replacements, think content, query, mining, search and, hung


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