Proceedings of the Annual Conference of JSAI
Online ISSN : 2758-7347
33rd (2019)
Session ID : 2L5-J-9-01
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Trial production of distributed representation dictionary based on multi attributional description including common knowledge
*Hajime Murai MURAI
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Abstract

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.

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© 2019 The Japanese Society for Artificial Intelligence
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