Name Authority Challenges for Indexing and Abstracting Databases
Objective - This analysis explores alternative methods for managing author name changes in Indexing and Abstracting (I&A) databases. A searcher may retrieve incomplete or inaccurate results when the database provides no or faulty assistance in linking ...
Denise Beaubien Bennett +1 more
doaj +3 more sources
Disambiguation method of name entities embedded in meta-path heterogeneous networks
In order to solve the problem of disambiguation of duplicate authors in large academic databases, a name entity disambiguation model based on meta-path heterogeneous network was proposed.
Jianxia WANG, Yuxuan ZHANG, Yunfeng XU
doaj +1 more source
BOND: Bootstrapping From-Scratch Name Disambiguation with Multi-task Promoting [PDF]
From-scratch name disambiguation is an essential task for establishing a reliable foundation for academic platforms. It involves partitioning documents authored by identically named individuals into groups representing distinct real-life experts ...
Yu-Qing Cheng +3 more
semanticscholar +1 more source
Approximate Personal Name-Matching Through Finite-State Graphs [PDF]
This article shows how finite-state methods can be employed in a new and different task: the conflation of personal name variants in standard forms. In bibliographic databases and citation index systems, variant forms create problems of inaccuracy that ...
De-Moya-Anegón, Félix +3 more
core +2 more sources
That's 'é' not 'þ' '?' or '☐': a user-driven context-aware approach to erroneous metadata in digital libraries [PDF]
In this paper we present a novel system for user-driven integration of name variants when interacting with web-based information systems. The growth and diversity of online information means that many users experience disambiguation and collocation ...
Nichols, David M. +5 more
core +1 more source
A Multi-Level Author Name Disambiguation Algorithm
With the rapid development of information technology, the name ambiguity problem has become one of the primary issues in the fields of information retrieval, data mining, and scientific measurement.
Siyang Zhang, Xinhua E., Tian Pan
doaj +1 more source
Named entity extraction and disambiguation [PDF]
Named entity extraction (NEE) and disambiguation (NED) are two areas of research that are well covered in literature. Typical fields addressing these topics are information retrieval, natural language processing, and semantic web. Although these topics are highly dependent, almost no existing works examine this dependency.
Mena Badieh Habib Morgan +1 more
openaire +2 more sources
From Networks to Named Entities and Back Again: Exploring Classical Arabic 'Isnād' Networks
This paper explores new methods for disambiguating the identity of individuals in classical Arabic citations (isnāds) using a network-based approach. After training a model to extract name mentions from classical Arabic, we embed these mentions in vector
Ryan Muther +2 more
doaj +1 more source
Optimizing Confusion of Authors’ Names in Persian Articles Using Random Forest Algorithm [PDF]
Purpose:Name is a key factor for distinguishing authors. In the academic databases that store information on papers, searching for the name of the article author is one of the most important elements in increasing visibility and the quantitative studies ...
Niloofar Mozafari, Narjes Vara
doaj +1 more source
Collecting large-scale publication data at the level of individual researchers: a practical proposal for author name disambiguation [PDF]
The disambiguation of author names is an important and challenging task in bibliometrics. We propose an approach that relies on an external source of information for selecting and validating clusters of publications identified through an unsupervised ...
C. D'Angelo, N. J. van Eck
semanticscholar +1 more source

