Automatic ontology construction from text: a review from shallow to deep learning trend

Integrating multi-level deep learning and concept ontology for large-scale visual recognition

(2018) Zhenzhong Kuang et al.   PATTERN RECOGNITION

Convolutional Recurrent Deep Learning Model for Sentence Classification

(2018) Abdalraouf Hassan et al.   IEEE Access

Deep learning

(2015) Yann LeCun et al.   NATURE

Application of Deep Belief Networks for Natural Language Understanding

(2014) Ruhi Sarikaya et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Big Data Deep Learning: Challenges and Perspectives

(2014) Xue-Wen Chen et al.   IEEE Access

Ontology learning from text

(2012) Wilson Wong et al.   ACM COMPUTING SURVEYS

Towards open ontology learning and filtering

(2011) Amal Zouaq et al.   INFORMATION SYSTEMS

Evaluating ontology extraction tools using a comprehensive evaluation framework

(2010) Jinsoo Park et al.   DATA & KNOWLEDGE ENGINEERING

Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]

(2010) I Arel et al.   IEEE Computational Intelligence Magazine

CRCTOL: A semantic-based domain ontology learning system

(2009) Xing Jiang et al.   JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY

Open information extraction from the web

(2008) Oren Etzioni et al.   COMMUNICATIONS OF THE ACM

Learning non-taxonomic relationships from web documents for domain ontology construction

(2007) David Sánchez et al.   DATA & KNOWLEDGE ENGINEERING