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

Automatic Disambiguation of Author Names in Bibliographic Repositories

Automatic Disambiguation of Author Names in Bibliographic Repositories

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031011948
Condition
New
Product Description

This book deals with a hard problem that is inherent to human language: ambiguity. In particular, we focus on author name ambiguity, a type of ambiguity that exists in digital bibliographic repositories, which occurs when an author publishes works under distinct names or distinct authors publish works under similar names. This problem may be caused by a number of reasons, including the lack of standards and common practices, and the decentralized generation of bibliographic content. As a consequence, the quality of the main services of digital bibliographic repositories such as search, browsing, and recommendation may be severely affected by author name ambiguity. The focal point of the book is on automatic methods, since manual solutions do not scale to the size of the current repositories or the speed in which they are updated. Accordingly, we provide an ample view on the problem of automatic disambiguation of author names, summarizing the results of more than a decade of research onthis topic conducted by our group, which were reported in more than a dozen publications that received over 900 citations so far, according to Google Scholar. We start by discussing its motivational issues (Chapter 1). Next, we formally define the author name disambiguation task (Chapter 2) and use this formalization to provide a brief, taxonomically organized, overview of the literature on the topic (Chapter 3). We then organize, summarize and integrate the efforts of our own group on developing solutions for the problem that have historically produced state-of-the-art (by the time of their proposals) results in terms of the quality of the disambiguation results. Thus, Chapter 4 covers HHC - Heuristic-based Clustering, an author name disambiguation method that is based on two specific real-world assumptions regarding scientific authorship. Then, Chapter 5 describes SAND - Self-training Author Name Disambiguator and Chapter 6 presents two incremental author name disambiguation methods, namely INDi - Incremental Unsupervised Name Disambiguation and INC- Incremental Nearest Cluster. Finally, Chapter 7 provides an overview of recent author name disambiguation methods that address new specific approaches such as graph-based representations, alternative predefined similarity functions, visualization facilities and approaches based on artificial neural networks. The chapters are followed by three appendices that cover, respectively: (i) a pattern matching function for comparing proper names and used by some of the methods addressed in this book; (ii) a tool for generating synthetic collections of citation records for distinct experimental tasks; and (iii) a number of datasets commonly used to evaluate author name disambiguation methods. In summary, the book organizes a large body of knowledge and work in the area of author name disambiguation in the last decade, hoping to consolidate a solid basis for future developments in the field.

Available Colors
Available Sizes
1 Offer Price Range: $44.99 - $44.99
BEST PRICE

Single Product Purchase

$44.99
@ 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
$44.99 $44.99

$44.99
See Site In stock Visit Store

Similar Products

Ethische Positionierung

$44.99

Morse Theoretic Methods in Nonlinear Analysis and in Symplectic Topology

$329.99

The Executive Gypsy

$39.99

Artificial Neural Networks - ICANN 2010

$109.99

Business Engineering. Proze- und Systementwicklung

$74.99

Innovation in Learning-Oriented Language Assessment

$159.99

Untersuchngen zur Isolierung von Einschlssen und Korngrenzensubstanzen in Eisenwerkstoffen nach dem

$44.99

Integrity Primitives for Secure Information Systems

$39.99

ber ein neues Verfahren zur Durchfhrung chemischer Altersbestimmungen nach der Blei-Methode

$54.99

Handbook on Data Envelopment Analysis

$74.99

Pattern Recognition and Data Mining

$109.99

Mycotoxigenic Fungi

$129.99

Fundamental Rights Challenges

$159.99

Chinas Provinces and Populations

$99.99

International Logistics

$139.00

Indefinite Inner Product Spaces

$54.99

MiFID-Kompendium

$59.99

Entrepreneurial Marketing

$79.99

4th International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2007)

$219.99

Large-Scale Group Decision-Making with Uncertain and Behavioral Considerations

$169.99

Preparative Polar Organometallic Chemistry

$54.99

Oriental Identities in Super-Diverse Britain

$39.99

Continuous and Distributed Systems II

$109.99

Inequalities Involving Functions and Their Integrals and Derivatives

$109.99

Modeling Interactions among Pedestrians and Cars in Shared Spaces

$89.00

Der Alltag im Mathematikunterricht

$29.99

Penile Augmentation

$159.99

Die Berechnung von Steifrahmen nebst anderen statisch unbestimmten Systemen

$59.99

Nanoparticles Reinforced Metal Nanocomposites

$179.99

Lean Construction Management

$179.99

Neovascular Glaucoma

$79.99

Studentisches Publizieren in den Sozialwissenschaften

$19.99

Football Cultures and Identities

$84.99

The Transformation of State Socialism

$109.99

Lithium-Drifted Germanium Detectors: Their Fabrication and Use

$39.99

Die Pdagogik der Sozialen Frage

$69.99

MATLAB Codes for Finite Element Analysis

$129.99

Modern Money Theory

$34.99

Fundamental Research on Creep and Shrinkage of Concrete

$219.99