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

Statistical Methods for Annotation Analysis

Statistical Methods for Annotation Analysis

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031037535
Condition
New
Product Description

Labelling data is one of the most fundamental activities in science, and has underpinned practice, particularly in medicine, for decades, as well as research in corpus linguistics since at least the development of the Brown corpus. With the shift towards Machine Learning in Artificial Intelligence (AI), the creation of datasets to be used for training and evaluating AI systems, also known in AI as corpora, has become a central activity in the field as well. Early AI datasets were created on an ad-hoc basis to tackle specific problems. As larger and more reusable datasets were created, requiring greater investment, the need for a more systematic approach to dataset creation arose to ensure increased quality. A range of statistical methods were adopted, often but not exclusively from the medical sciences, to ensure that the labels used were not subjective, or to choose among different labels provided by the coders. A wide variety of such methods is now in regular use. This book is meantto provide a survey of the most widely used among these statistical methods supporting annotation practice. As far as the authors know, this is the first book attempting to cover the two families of methods in wider use. The first family of methods is concerned with the development of labelling schemes and, in particular, ensuring that such schemes are such that sufficient agreement can be observed among the coders. The second family includes methods developed to analyze the output of coders once the scheme has been agreed upon, particularly although not exclusively to identify the most likely label for an item among those provided by the coders. The focus of this book is primarily on Natural Language Processing, the area of AI devoted to the development of models of language interpretation and production, but many if not most of the methods discussed here are also applicable to other areas of AI, or indeed, to other areas of Data Science.

Available Colors
Available Sizes
1 Offer Price Range: $54.99 - $54.99
BEST PRICE

Single Product Purchase

$49.50
@ Link.springer.com with extra coupon Get Coupon & BUY

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
$54.99 $54.99

10% OFF
This deals requires coupon Get Code Here
$49.50
See Site In stock Visit Store

Similar Products

Ethical Marxism and its Radical Critics

$109.99

Pdagogik fr Psychotherapeutinnen und Psychotherapeuten

$19.99

Sparta

$34.99

Ein Gang durch Biochemische Forschungsarbeiten

$59.99

Bezeugen

$69.99

Experimental Models of Chronic Inflammatory Diseases

$84.99

Legal Power and Legal Competence

$139.00

Thermal Conductivity 17

$54.99

International Measurement of Disability

$129.99

Vergleichende Neuropathologie des Menschen und der Tiere

$59.99

Leichtbau-Konstruktion

$69.95

Information Security Practice and Experience

$54.99

An Economic History of Development in sub-Saharan Africa

$79.99

Structural Methods in the Study of Complex Systems

$159.99

Handbuch der chemischen Untersuchung der Textilfaserstoffe

$79.99

Tactical Wireshark

$49.99

Das Bayernwerk und seine Kraftquellen

$69.95

Geometrical Methods for the Theory of Linear Systems

$109.99

Chemical Transformations of Vinylidenecyclopropanes

$49.95

The Child in Videogames

$119.99

Geology and Geochemistry of Molybdenum Deposits in the Qinling Orogen, P R China

$189.00

Leuchtstoffe, Lichtquellen, Laser, Lumineszenz

$69.99

Integration von Sensitivittsanalysemethoden in den Entwicklungsprozess fr Fahrwerkregelsysteme

$79.99

Theory of Random Determinants

$84.99

Cell Surface and Differentiation

$219.99

Naunyn Schmiedebergs Archiv fr Pharmakologie

$64.99

Erfolgsfaktoren von Banken im Firmenkundengeschft

$89.99

Pathology of the Larynx

$84.99

World Fish Farming: Cultivation and Economics

$84.99

Biological Systematics

$109.99

Writing Women of the Fin de Sicle

$54.99

Inelastic Particle-Surface Collisions

$84.99

Gramsci's Political Analysis

$169.99

Special Education

$169.99

Environmental Responses in Plants

$179.99

Die Verdammten der Stadt

$64.99

Praktikum in Werkstoffkunde

$74.99

Memory, Heritage, and Preservation in 20th-Century England

$139.99

The United Kingdoms Defence After Brexit

$129.99

Media Computing

$109.99