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

Exact and Heuristic Methods in Combinatorial Optimization

$129.99

The Dream Keeper

$7.46

Demokratisierung und sozialer Wandel in der Bundesrepublik Deutschland Sekundranalyse von Umfrageda

$59.99

After Cognitivism

$109.99

Konstruktion fr die Additive Fertigung 2018

$64.99

Autonomous Robotics and Deep Learning

$54.99

Let's-Read-and-Find-Out Science: Why Do Leaves Change Color?

$5.24

tuPOY: Thermally Unstable Partially Oriented Yarns

$54.99

Digital Signal Processing in Power Electronics Control Circuits

$199.99

Marx und die Folgen

$17.99

Statistische Thermodynamik

$74.99

Memory T Cells

$249.99

Stanztechnik

$59.99

Atlas of Topographical Anatomy of the Brain and Surrounding Structures for Neurosurgeons, Neuroradio

$159.99

Der Roman als Netzwerk

$84.99

Fathers and Sons in the Arab Middle East

$54.99

Advances in Light Water Reactor Technologies

$129.00

Vector Control of Induction Machines

$169.99

South Africa: No Turning Back

$129.00

Translating and Incorporating American Management Thought into Japan

$109.99

Der Mikroprozessor 68000

$59.99

Z-Transformation fr Ingenieure

$69.99

Distributional Conflict and Inflation

$74.99

Bunny Reads Back: Old MacDonald

$5.24

Foreign Banking and Investment in the United States

$54.99

Lexile Elementary Levels 600-690

$225.00

Ergebnisse der Physiologie, Biologischen Chemie und Experimentellen Pharmakologie

$59.99

Edelgas-Chemie

$59.99

More than a Chatbot

$32.99

Frontier Research on High Performance Concrete and Mechanical Properties

$59.99

Radiographic Photography and Imaging Processes

$39.99

Zum Verhltnis von Theorie und Praxis im Marketing aus historischer Perspektive

$89.99

Engineering Psychology and Cognitive Ergonomics. Understanding Human Cognition

$54.99

Frauen als Fhrungskraft

$34.99

Groundwater Resources Development and Planning in the Semi-Arid Region

$99.00

Blast Injury Science and Engineering

$119.00

Water, Food and Human Health in the Galapagos, Ecuador

$159.99

The Quantum Statistics of Dynamic Processes

$89.99

Methoden und Probleme der Unternehmensforschung

$59.99

Data Management and Analysis

$199.99