[2L5-J-9] Natural language processing, information retrieval: data collection

[2L5-J-9-01] Trial production of distributed representation dictionary based on multi attributional description including common knowledge

〇Hajime Murai Murai¹ (1. Future University Hakodate)

Keywords:distributed representation, common sense knowledge, ontology

In order to carry out detailed semantic processing for non-grammatical short sentences such as daily conversations, it is necessary to store common sense knowledge. For combining common sense to machine readable dictionary, construction method for manual distributed representation dictionary was proposed based on relationships between words that are derived from traditional ontologies. Moreover, prototype distributed representation dictionary of about 30000 words based on 37 attributes was developed. Manually described distributed representation is readable from both human and machine, and also it has both high scalability and applicability. In the future it is necessary to confirm the objectivity of description by multiple analysts.