Developing a Logistics Ontology for Natural Language Processing

The business area requires the presence of Supply Chain services, to respond to the constantly evolving requirements. Supply chains are dynamic networks that include a continuous flow of processes, starting with the supplier and ending with the customer. For effective supply chain management, a conceptual understanding of the knowledge underlying this field is of utmost importance. On the other hand, ontologies are considered one of the most appropriate ways of representing knowledge and valuable tools for decision-making situations. The purpose of this paper is to present an ontology created to identify the common concepts of supply chain management systems, with the ultimate goal of supporting and promoting Natural Language Processing technologies through the representation of terminological knowledge for this specific field.

Authors

Institutions

Publication Details

Journal
WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Published
2024-09-03
DOI
https://doi.org/10.37394/23209.2024.21.36
Citations
2
Primary Topic
Semantic Web and Ontologies
Type
article
Field-Weighted Citation Impact
0.69
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Developing a Logistics Ontology for Natural Language Processing

Ευάγγελος Χρήστος Παπακίτσος, Michail Papoutsidakis, Nikoletta E. Samaridi, Melina G. Mouzala et al.
2 citations
WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Semantic Web and Ontologies
0.69
article

Developing a Logistics Ontology for Natural Language Processing

Ευάγγελος Χρήστος Παπακίτσος, Michail Papoutsidakis, Nikoletta E. Samaridi, Melina G. Mouzala, Nikitas Ν. Karanikolas
article en
2 citations

Abstract

The business area requires the presence of Supply Chain services, to respond to the constantly evolving requirements. Supply chains are dynamic networks that include a continuous flow of processes, starting with the supplier and ending with the customer. For effective supply chain management, a conceptual understanding of the knowledge underlying this field is of utmost importance. On the other hand, ontologies are considered one of the most appropriate ways of representing knowledge and valuable tools for decision-making situations. The purpose of this paper is to present an ontology created to identify the common concepts of supply chain management systems, with the ultimate goal of supporting and promoting Natural Language Processing technologies through the representation of terminological knowledge for this specific field.

WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONSVol. 21
University of Patras (GR), University of West Attica (GR)
Peace, Justice and strong institutions
Openalex Percentile: Top 25%
Semantic Web and Ontologies
0.69
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.