Predicting Information Retrieval Performance

Language: English

Published by Springer, Palgrave Macmillan Dez 2018, 2018

3031011899 / 9783031011894

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This item is printed on demand - Print on Demand Titel. Neuware -Information Retrieval performance measures are usually retrospective in nature, representing the effectiveness of an experimental process. However, in the sciences, phenomena may be predicted, given parameter values of the system. After developing a measure that can be applied retrospectively or can be predicted, performance of a system using a single term can be predicted given several different types of probabilistic distributions. Information Retrieval performance can be predicted with multiple terms, where statistical dependence between terms exists and is understood. These predictive models may be applied to realistic problems, and then the results may be used to validate the accuracy of the methods used. The application of metadata or index labels can be used to determine whether or not these features should be used in particular cases. Linguistic information, such as part-of-speech tag information, can increase the discrimination value of existing terminology and can be studied predictively.This work provides methods for measuring performance that may be used predictively. Means of predicting these performance measures are provided, both for the simple case of a single term in the query and for multiple terms. Methods of applying these formulae are also suggested.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 80 pp. Englisch.…

Seller Inventory # 9783031011894

Title
Predicting Information Retrieval Performance
Author
Robert M. Losee
Publisher
Springer, Palgrave Macmillan Dez 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031011899
ISBN 13
9783031011894
Item weight
169 grams
Dimensions
235x191x5 mm

buchversandmimpf2000

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