0
Your cart

Your cart is empty

Browse All Departments
  • All Departments
Price
  • R1,000 - R2,500 (1)
  • -
Status
Brand

Showing 1 - 1 of 1 matches in All Departments

Automatic Disambiguation of Author Names in Bibliographic Repositories (Paperback): Anderson A. Ferreira, Marcos Andre... Automatic Disambiguation of Author Names in Bibliographic Repositories (Paperback)
Anderson A. Ferreira, Marcos Andre Goncalves, Alberto H.F. Laender
R1,557 Discovery Miles 15 570 Ships in 10 - 15 working days

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 on this 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.

Free Delivery
Pinterest Twitter Facebook Google+
You may like...
Casio LW-200-7AV Watch with 10-Year…
R999 R884 Discovery Miles 8 840
Ultra Link UL-TMN3978 Tilting Wall…
R239 R224 Discovery Miles 2 240
Zap! Kawaii Rock Painting Kit
Kit R250 R195 Discovery Miles 1 950
Loot
Nadine Gordimer Paperback  (2)
R383 R310 Discovery Miles 3 100
Lucky Plastic 3-in-1 Nose Ear Trimmer…
R289 Discovery Miles 2 890
Rocks-Off RO-80mm 7 Speed (Rainbow)
 (8)
R339 R249 Discovery Miles 2 490
Vital BabyŽ HYDRATE™ Incredibly Cool…
R189 Discovery Miles 1 890
Snappy Tritan Bottle (1.5L)(Blue)
R229 R179 Discovery Miles 1 790
Professor Snape Wizard Wand - In…
 (8)
R801 Discovery Miles 8 010
Samsung EO-IA500BBEGWW Wired In-ear…
R299 R249 Discovery Miles 2 490

 

Partners