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

Fuzzy Information Retrieval

Fuzzy Information Retrieval

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031023071
Condition
New
Product Description

Information retrieval used to mean looking through thousands of strings of texts to find words or symbols that matched a user's query. Today, there are many models that help index and search more effectively so retrieval takes a lot less time. Information retrieval (IR) is often seen as a subfield of computer science and shares some modeling, applications, storage applications and techniques, as do other disciplines like artificial intelligence, database management, and parallel computing. This book introduces the topic of IR and how it differs from other computer science disciplines. A discussion of the history of modern IR is briefly presented, and the notation of IR as used in this book is defined. The complex notation of relevance is discussed. Some applications of IR is noted as well since IR has many practical uses today. Using information retrieval with fuzzy logic to search for software terms can help find software components and ultimately help increase the reuse of software. This is just one practical application of IR that is covered in this book. Some of the classical models of IR is presented as a contrast to extending the Boolean model. This includes a brief mention of the source of weights for the various models. In a typical retrieval environment, answers are either yes or no, i.e., on or off. On the other hand, fuzzy logic can bring in a "degree of" match, vs. a crisp, i.e., strict match. This, too, is looked at and explored in much detail, showing how it can be applied to information retrieval. Fuzzy logic is often times considered a soft computing application and this book explores how IR with fuzzy logic and its membership functions as weights can help indexing, querying, and matching. Since fuzzy set theory and logic is explored in IR systems, the explanation of where the fuzz is ensues. The concept of relevance feedback, including pseudorelevance feedback is explored for the various models of IR. For the extended Boolean model,the use of genetic algorithms for relevance feedback is delved into. The concept of query expansion is explored using rough set theory. Various term relationships is modeled and presented, and the model extended for fuzzy retrieval. An example using the UMLS terms is also presented. The model is also extended for term relationships beyond synonyms. Finally, this book looks at clustering, both crisp and fuzzy, to see how that can improve retrieval performance. An example is presented to illustrate the concepts.

Available Colors
Available Sizes
1 Offer Price Range: $19.99 - $19.99
BEST PRICE

Single Product Purchase

$19.99
@ 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
$19.99 $19.99

$19.99
See Site In stock Visit Store

Similar Products

Modern Optical Methods in Gas Dynamic Research

$39.99

Deviations at Saint-Flour

$54.99

Mapping the Buddhist Path to Liberation

$129.99

Hefe und Alkohol sowie andere Grungsprodukte

$54.99

Marketing- und Vertriebsfunktionen in Unternehmen

$74.99

Successful Reading Assessments and Interventions for Struggling Readers

$44.99

Understanding Programming Languages

$79.99

Abrechnungstechnik Praxistechnik Finanztechnik

$69.95

Foundations of Micropolar Thermoelasticity

$54.99

Daten und Statistik

$39.99

Porkenstein

$3.71

Platos Republic

$44.99

Geologie Deutschlands

$39.99

Clinical Metabolomics Applications in Genetic Diseases

$169.99

Corruption in the Public Construction Sector

$109.99

New Middle Ages

$54.99

Circular Economy

$159.99

Phenomenology of Values and Valuing

$199.99

American Foreign Policy in the English-speaking Caribbean

$54.99

Skeletal Muscle Repair and Regeneration

$169.99

Die Kfer Mitteleuropas

$99.99

Dngung der Kulturpflanzen 2

$79.99

Teaching and Learning Mathematics in Multilingual Classrooms

$39.99

Kartellrechtliche Probleme des Umwandlungsgesetzes

$74.99

Der Mensch und Sein Werk 1.Band Jehuda Halevi Fnfundneunzig Hymnen und Gedichte Deutsch und Hebris

$129.00

Primary and Secondary Metabolism of Plants and Cell Cultures III

$84.99

Probleme der Gewitterforschung

$44.99

Ecological Microcosms

$39.99

Medical Applications of Lasers

$169.99

Macht und Konflikte im Vorstand

$59.99

The Electric Theories of J. Clerk Maxwell

$54.99

The influence of electron captures on the contours of Fraunhofer lines

$74.99

Migration and Transnationalism Between Switzerland and Bulgaria

$84.99

Agrarholz Schnellwachsende Bume in der Landwirtschaft

$69.99

Hope was Here

$4.46

Topics in Fluorescence Spectroscopy

$169.00

Euro-Par 2023: Parallel Processing

$99.99

Power in Deliberative Democracy

$99.99

Put Down the Knife

$109.99

Adding 2 Digits Grade 2 Differentiation Pack

$5.99