Queries classification using machine learning for implementation in intelligent manufacturing

Bortnikova, V.; Yevsieiev, V.; Botsman, I.; Nevliudov, I.; Kolesnyk, K.; Jaworski, N.

Публікація:
Queries classification using machine learning for implementation in intelligent manufacturing

dc.contributor.author	Bortnikova, V.
dc.contributor.author	Yevsieiev, V.
dc.contributor.author	Botsman, I.
dc.contributor.author	Nevliudov, I.
dc.contributor.author	Kolesnyk, K.
dc.contributor.author	Jaworski, N.
dc.date.accessioned	2021-11-27T17:21:53Z
dc.date.available	2021-11-27T17:21:53Z
dc.date.issued	2021
dc.description.abstract	The problem of the information retrieval systems operation efficiency increasing in manufacturing is analysed and the general statement of research task is carried out. The training sample preparation for search queries classification was performed, during which the task of search queries classification was formulated, pre-processing of the search query texts was carried out and the dictionary was generated. For the dictionary formation, search queries tokenization and stamping were initially carried out, and then a dictionary was created in the words weight vector form based on the search query text generalized evaluation.	uk_UA
dc.identifier.citation	Queries classification using machine learning for implementation in intelligent manufacturing / V. Bortnikova, V. Yevsieiev, I. Botsman, et al. // Methods and tools in CAD – selected issues: monograph. Chapter 6. – Białystok : Publishing House of Bialystok University of Technology. – 2021. – P. 63-74.	uk_UA
dc.identifier.isbn	978-83-66391-87-1
dc.identifier.uri	https://openarchive.nure.ua/handle/document/18396
dc.language.iso	en	uk_UA
dc.publisher	Publishing House of Bialystok University of Technology	uk_UA
dc.subject	machine learning	uk_UA
dc.subject	intelligent manufacturing	uk_UA
dc.subject	search query classifier	uk_UA
dc.subject	neural network	uk_UA
dc.title	Queries classification using machine learning for implementation in intelligent manufacturing	uk_UA
dc.type	Book chapter	uk_UA
dspace.entity.type	Publication