Adaptive Navigation Interface Powered by Evolutionary Algorithm

Filatov, T.; Popov, V.; Sakal, I.

Публікація:
Adaptive Navigation Interface Powered by Evolutionary Algorithm

dc.contributor.author	Filatov, T.
dc.contributor.author	Popov, V.
dc.contributor.author	Sakal, I.
dc.date.accessioned	2016-09-06T11:01:10Z
dc.date.available	2016-09-06T11:01:10Z
dc.date.issued	2011
dc.description.abstract	A combination of adaptive navigational interface and real time collaborative feedback analysis for documents relevance weighting is proposed as an viable alternative to prevailing ‘telegraphic’ approach in information retrieval systems. Adaptive navigation is provided through a dynamic links panel controlled by an evolutionary algorithm. Documents relevance is initially established with standard information retrieval techniques and is further refined in real time through interaction of users with the system. Introduced concepts of multidimensional Knowledge Map and Weighted Point of Interest allow finding relevant documents and users with common interests through a trivial calculation. Browsing search approach, the ability of the algorithm to adapt navigation to users interests, collaborative refinement and the self-organizing features of the system are the main factors making such architecture effective in various fields where nonstructured knowledge shall be represented to the users.	uk_UA
dc.identifier.citation	Filatov, T. Adaptive Navigation Interface Powered by Evolutionary Algorithm / T. Filatov, V. Popov, I. Sakalo // Радиоэлектроника и информатика : науч.-техн. журн. – Х. : Изд-во ХНУРЭ, 2011. – Вып. 4. – С. 64-75.	uk_UA
dc.identifier.uri	http://openarchive.nure.ua/handle/document/2161
dc.language.iso	en	uk_UA
dc.publisher	ХНУРЭ	uk_UA
dc.subject	evolutionary	uk_UA
dc.subject	adaptive	uk_UA
dc.subject	navigation	uk_UA
dc.subject	web	uk_UA
dc.subject	collaborative	uk_UA
dc.subject	social	uk_UA
dc.subject	interface	uk_UA
dc.subject	information retrieva	uk_UA
dc.subject	knowledge	uk_UA
dc.subject	document	uk_UA
dc.subject	algorithm	uk_UA
dc.subject	adaptive	uk_UA
dc.subject	text	uk_UA
dc.subject	refinement	uk_UA
dc.title	Adaptive Navigation Interface Powered by Evolutionary Algorithm	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication