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Automatic ontology construction from text: a review from shallow to deep learning trend
The explosive growth of textual data on the web coupled with the increase on demand for
ontologies to promote the semantic web, have made the automatic ontology construction …
ontologies to promote the semantic web, have made the automatic ontology construction …
Ontology learning from text: A look back and into the future
Ontologies are often viewed as the answer to the need for interoperable semantics in
modern information systems. The explosion of textual information on the Read/Write Web …
modern information systems. The explosion of textual information on the Read/Write Web …
A survey of ontology learning techniques and applications
Ontologies have gained a lot of popularity and recognition in the semantic web because of
their extensive use in Internet-based applications. Ontologies are often considered a fine …
their extensive use in Internet-based applications. Ontologies are often considered a fine …
Machine learning and ontology-based novel semantic document indexing for information retrieval
The goal of information retrieval (IR) systems is to find the contents most closely related to
the user's information needs from a pool of information. However, conventional IR methods …
the user's information needs from a pool of information. However, conventional IR methods …
Information extraction meets the semantic web: a survey
JL Martinez-Rodriguez, A Hogan… - Semantic …, 2020 - journals.sagepub.com
We provide a comprehensive survey of the research literature that applies Information
Extraction techniques in a Semantic Web setting. Works in the intersection of these two …
Extraction techniques in a Semantic Web setting. Works in the intersection of these two …
[PDF][PDF] TheoryOn: A design framework and system for unlocking behavioral knowledge through ontology learning
The scholarly information-seeking process for behavioral research consists of three phases:
searching, accessing, and processing of past research. Existing IT artifacts, such as Google …
searching, accessing, and processing of past research. Existing IT artifacts, such as Google …
[HTML][HTML] Natural language processing for systems engineering: Automatic generation of systems modelling language diagrams
The design of complex engineering systems is an often long and articulated process that
highly relies on engineers' expertise and professional judgment. As such, the typical pitfalls …
highly relies on engineers' expertise and professional judgment. As such, the typical pitfalls …
Automatic concept extraction based on semantic graphs from big data in smart city
With the rapid development of smart cities, various types of sensors can rapidly collect a
large amount of data, and it becomes increasingly important to discover effective knowledge …
large amount of data, and it becomes increasingly important to discover effective knowledge …
Knowledge repository of ontology learning tools from text
A Konys - Procedia Computer Science, 2019 - Elsevier
Ontologies are one of the fundamental elements of the Semantic Web, and they have gained
a lot of popularity and recognition because they are viewed as the answer to the need for …
a lot of popularity and recognition because they are viewed as the answer to the need for …
Towards open ontology learning and filtering
Open ontology learning is the process of extracting a domain ontology from a knowledge
source in an unsupervised way. Due to its unsupervised nature, it requires filtering …
source in an unsupervised way. Due to its unsupervised nature, it requires filtering …