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Pregled bibliografske jedinice broj: 472888

Zbornik radova

Autori: Ribarić, Slobodan; Marčetić, Darijan
Naslov: An Associative Information Retrieval Algorithm for a Kanerva-like Memory Model
Izvornik: Proceedings of the 33th International Convention MIPRO 2010 : CTS & CIS, Computers in Technical Systems and Intelligent Systems ; Vol. III / Bogunović, Nikola ; Ribarić, Slobodan (ur.). - Opatija : Croatian Society for Information and Communications technology electronics and Microelectronics - MIPRO , 2010. 225-230 (ISBN: 978-953-233-053-3).
Skup: 33nd International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2010
Mjesto i datum: Opatija, Croatia, 24-28.05.2010.
Ključne riječi: Hierarchical Heterogeneous Knowledge-base; Associative level; Sparse Distributed Memory (SDM); Associative Information Retrieval Algorithm
Sažetak:
This paper presents an associative information retrieval algorithm for a Kanerva-like sparse distributed memory (SDM) model. This memory model is used to implement the associative level of a hierarchical heterogeneous knowledge-base model consisting of multi-levels, starting from an associative level, through to the semantic, rule- based and description-generator level as the top level in the hierarchy. The architecture of knowledge-base was inspired by biological and psychological models. The proposed algorithm retrieves concepts from the associative level based on the similarity between a concept of interest and already stored concepts. The similarity is expressed by a value of the linguistic variable. With this approach it is possible to solve a problem when the inference processes at the semantic level encounter an unknown concept of interest. The algorithm is demonstrated by retrieving concepts that were stored based on the results of psychological experiment.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Ostalo
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 036-0361935-1954
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Puni text rada: 472888.Mipro2010RibaricMarcetic.pdf (tekst priložen 7. Lip. 2010. u 13:06 sati)
Upisao u CROSBI: dmarceti01@fer.hr (dmarceti01@fer.hr), 7. Lip. 2010. u 12:53 sati



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