Automated subject indexing: An overview
K Golub - Cataloging & Classification Quarterly, 2021 - Taylor & Francis
In the face of the ever-increasing document volume, libraries around the globe are more and
more exploring (semi-) automated approaches to subject indexing. This helps sustain …
more exploring (semi-) automated approaches to subject indexing. This helps sustain …
An overview of the current state of linked and open data in cataloging
Linked Open Data (LOD) is a core Semantic Web technology that makes knowledge and
information spaces of different knowledge domains manageable, reusable, shareable …
information spaces of different knowledge domains manageable, reusable, shareable …
Automatic subject indexing of text
K Golub - KO KNOWLEDGE ORGANIZATION, 2019 - nomos-elibrary.de
Automatic subject indexing addresses problems of scale and sustainability and can be at the
same time used to enrich existing metadata records, establish more connections across and …
same time used to enrich existing metadata records, establish more connections across and …
Augmenting Dublin core digital library metadata with Dewey decimal classification
Purpose–The purpose of this paper is to describe a new approach to a well-known problem
for digital libraries, how to search across multiple unrelated libraries with a single query …
for digital libraries, how to search across multiple unrelated libraries with a single query …
Journal article classification using abstracts: a comparison of classical and transformer-based machine learning methods
In this article we analyze the performance of existing models to classify journal articles into
disciplines from a predefined classification scheme (ie, supervised learning), based on their …
disciplines from a predefined classification scheme (ie, supervised learning), based on their …
A pragmatic approach to hierarchical categorization of research expertise in the presence of scarce information
Throughout the history of science, different knowledge areas have collaborated to overcome
major research challenges. The task of associating a researcher with such areas makes a …
major research challenges. The task of associating a researcher with such areas makes a …
[PDF][PDF] GermEval 2019 Task 1: Hierarchical Classification of Blurbs.
This paper presents the setup and outcome of the GermEval-2019 Task 1: Hierarchical
Classification of Blurbs. A blurb is a short, occasionally advertorial, description of a book …
Classification of Blurbs. A blurb is a short, occasionally advertorial, description of a book …
Classification of scientific publications according to library controlled vocabularies: A new concept matching-based approach
A Joorabchi, A E. Mahdi - Library hi tech, 2013 - emerald.com
Purpose–This paper aims to report on the design and development of a new approach for
automatic classification and subject indexing of research documents in scientific digital …
automatic classification and subject indexing of research documents in scientific digital …
[PDF][PDF] Towards a DDC-based topic network model of wikipedia
This paper presents a network-theoretical approach to modeling the semantics of large text
networks. By example of the German Wikipedia we demonstrate how to estimate the …
networks. By example of the German Wikipedia we demonstrate how to estimate the …
Computing Classifier-based Embeddings with the Help of text2ddc
We introduce a method for computing classifier-based semantic spaces on top of text2ddc.
To this end, we optimize text2ddc, a neural network-based classifier for the Dewey Decimal …
To this end, we optimize text2ddc, a neural network-based classifier for the Dewey Decimal …