Error message

Deprecated function: Creation of dynamic property MergeQuery::$condition is deprecated in MergeQuery->__construct() (line 1344 of /opt/www/semantics-drupal/includes/database/query.inc).
Deprecated function: Creation of dynamic property DatabaseCondition::$stringVersion is deprecated in DatabaseCondition->compile() (line 1866 of /opt/www/semantics-drupal/includes/database/query.inc).
Deprecated function: Creation of dynamic property DatabaseCondition::$stringVersion is deprecated in DatabaseCondition->compile() (line 1866 of /opt/www/semantics-drupal/includes/database/query.inc).
Deprecated function: Creation of dynamic property DatabaseCondition::$stringVersion is deprecated in DatabaseCondition->compile() (line 1866 of /opt/www/semantics-drupal/includes/database/query.inc).
Deprecated function: Creation of dynamic property DatabaseCondition::$stringVersion is deprecated in DatabaseCondition->compile() (line 1866 of /opt/www/semantics-drupal/includes/database/query.inc).

Exploiting ontologies for deep learning: a case for sentiment mining

We present a practical method for explaining deep learning- based text mining with ontology-based information. Our approach uses the recently proposed OntoSenticNet ontology for sentiment mining, and consists of a composite deep learning classifier for sentiment mining, en- dowed with an ontology-driven attention module. The attention module analyzes the attention the neural network pays to semantic labels as- signed to bigrams in input texts.

Speakers:

Christopher Brewster

TNO, the Netherlands Organisation for applied scientific research
https://www.tno.nl/en/

Stephan Raaijmakers