Adaptive Navigation Interface Powered by Evolutionary Algorithm
Електронного архіву Харківського національного університету радіоелектроніки (Open Access Repository of KHNURE)
Переглянути архів Інформація| Поле | Співвідношення | |
| Creator |
Filatov, T.
Popov, V. Sakal, I. |
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| Date |
2014-12-04T09:28:14Z
2014-12-04T09:28:14Z 2011 |
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| Identifier |
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.
http://hdl.handle.net/123456789/1669 |
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| Description |
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. |
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| Language |
en
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| Publisher |
ХНУРЭ
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| Subject |
evolutionary
adaptive navigation web collaborative social interface information retrieva knowledge document algorithm adaptive text refinement |
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| Title |
Adaptive Navigation Interface Powered by Evolutionary Algorithm
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| Type |
Article
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