paper-with-me

홈 › Papers

Automatic Method Of Domain Ontology Construction based on Characteristics of Corpora POS-Analysis

2014-05-06 · Olena Orobinska

It is now widely recognized that ontologies, are one of the fundamental cornerstones of knowledge-based systems. What is lacking, however, is a currently accepted strategy of how to build ontology; what kinds of the resources and techniques are indispensables to optimize the expenses and the time on the one hand and the amplitude, the completeness, the robustness of en ontology on the other hand. The paper offers a semi-automatic ontology construction method from text corpora in the domain of radiological protection. This method is composed from next steps: 1) text annotation with part-of-speech tags; 2) revelation of the significant linguistic structures and forming the templates; 3) search of text fragments corresponding to these templates; 4) basic ontology instantiation process

📄 PDF Abstract BibTeX arXiv:1405.1346

Code (0)

등록된 구현이 없습니다.

Tasks

POStext annotation

Similar Papers 제목 키워드 기반

LLM-based Triplet Extraction from Financial Reports

2026-02-12 · Dante Wesslund, Ville Stenström, Pontus Linde, Alexander Holmberg arxiv

Corporate financial reports are a valuable source of structured knowledge for Knowledge Graph construction, but the lack of annotated ground truth in this domain makes evaluation difficult. We present a semi-automated pi…

Coreference Resolution

Semi-Automatic Construction of a Domain Ontology for Wind Energy Using Wikipedia Articles

2014-10-30 · Dilek Küçük, Yusuf Arslan

Domain ontologies are important information sources for knowledge-based systems. Yet, building domain ontologies from scratch is known to be a very labor-intensive process. In this study, we present our semi-automatic ap…

Articles

Automated and Explainable Ontology Extension Based on Deep Learning: A Case Study in the Chemical Domain

2021-09-19 · Adel Memariani, Martin Glauer, Fabian Neuhaus, Till Mossakowski 외

Reference ontologies provide a shared vocabulary and knowledge resource for their domain. Manual construction enables them to maintain a high quality, allowing them to be widely accepted across their community. However, …

Creation of a bottom-up corpus-based ontology for Italian Linguistics

2012-05-01 · LREC 2012 5 · Elisa Bianchi, Mirko Tavosanis, Emiliano Giovannetti

This paper describes the steps of construction of a shallow lexical ontology of Italian Linguistics, set to be used by a meta-search engine for query refinement. The ontology was constructed with the software Prot{\'e}g{…

Term Extraction

Efficient Reuse of Structured and Unstructured Resources for Ontology Population

2014-05-01 · LREC 2014 5 · Chetana Gavankar, Ashish Kulkarni, Ganesh Ramakrishnan

We study the problem of ontology population for a domain ontology and present solutions based on semi-automatic techniques. A domain ontology for an organization, often consists of classes whose instances are either spec…

Information RetrievalRetrievaltext annotation