Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Information Retrieval Models

Information Retrieval Models

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031023286
Condition
New
Product Description

Information Retrieval (IR) models are a core component of IR research and IR systems. The past decade brought a consolidation of the family of IR models, which by 2000 consisted of relatively isolated views on TF-IDF (Term-Frequency times Inverse-Document-Frequency) as the weighting scheme in the vector-space model (VSM), the probabilistic relevance framework (PRF), the binary independence retrieval (BIR) model, BM25 (Best-Match Version 25, the main instantiation of the PRF/BIR), and language modelling (LM). Also, the early 2000s saw the arrival of divergence from randomness (DFR). Regarding intuition and simplicity, though LM is clear from a probabilistic point of view, several people stated: "It is easy to understand TF-IDF and BM25. For LM, however, we understand the math, but we do not fully understand why it works." This book takes a horizontal approach gathering the foundations of TF-IDF, PRF, BIR, Poisson, BM25, LM, probabilistic inference networks (PIN's), and divergence-basedmodels. The aim is to create a consolidated and balanced view on the main models. A particular focus of this book is on the "relationships between models." This includes an overview over the main frameworks (PRF, logical IR, VSM, generalized VSM) and a pairing of TF-IDF with other models. It becomes evident that TF-IDF and LM measure the same, namely the dependence (overlap) between document and query. The Poisson probability helps to establish probabilistic, non-heuristic roots for TF-IDF, and the Poisson parameter, average term frequency, is a binding link between several retrieval models and model parameters. Table of Contents: List of Figures / Preface / Acknowledgments / Introduction / Foundations of IR Models / Relationships Between IR Models / Summary & Research Outlook / Bibliography / Author's Biography / Index.

Available Colors
Available Sizes
2 Offers Price Range: $29.99 - $40.00
BEST PRICE

Single Product Purchase

$29.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$29.99 $29.99

$29.99
See Site In stock Visit Store

Similar Products

Neural Networks in the Analysis and Design of Structures

$54.99

SQL Server CE Database Development with the .NET Compact Framework

$49.99

Corruption, Sustainable Development and Security Challenges in Africa

$129.99

Die Versuchsanstalt fr Binnenschiffbau, Duisburg

$59.99

The Reagan Presidency

$84.99

Reflexive Kompetenzentwicklung in der Lehrer*innenbildung

$74.99

Variational Approach to Hyperbolic Free Boundary Problems

$54.99

The Prostaglandins

$39.99

Micropaleontology

$79.99

Companion to Women's Historical Writing

$219.99

Turkey, a Century of Change in State and Society

$139.99

Application of Geometric Algebra to Electromagnetic Scattering

$109.99

New Aspects on Respiratory Failure

$129.00

Echography in anesthesiology, intensive care and emergency medicine: A beginner's guide

$54.99

Flexible Hypermedia-Systeme in der computeruntersttzten Aus- und Weiterbildung

$49.99

The Evolution of Innovation Networks

$39.99

The Ichthyoses

$89.00

Translators Workbench

$54.99

Confronting Corruption, Building Accountability

$39.99

Problems in Laser Physics

$119.99

Betriebswirtschaftslehre im Grundstudium 1

$54.99

Mechatronic Servo System Control

$84.99

A Guide to Redundancy Law

$44.99

Politikberatung und Lobbying in Brssel

$49.99

Messung von Schnittkrften und Momenten beim Tiefbohren

$59.99

Belastungsprobe fr die Europische Union

$69.99

Eucalyptus

$129.99

Research Methods for the Self-Study of Practice

$179.99

Theoretical and Observational Problems Related to Solar Eclipses

$39.99

NANO-CHIPS 2030

$149.00

Kartellrecht in der Unternehmenspraxis

$59.99

Das Datenerhebungsdilemma in der empirischen Strategieforschung

$49.99

Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problem

$39.99

Getting Started with MuPAD

$39.99

Landscapes and Landforms of South Africa

$199.99

Combinatorial Pattern Matching

$39.99

Wax Crystal Control - Nanocomposites - Stimuli-Responsive Polymers

$219.99

Unsolved Mystery from History: Roanoke: The Lost Colony

$6.71

Unternehmensverfassungen und Theorie der Verfgungsrechte

$59.99

The Cay

$5.24