Napredna pretraga

Pregled bibliografske jedinice broj: 472888

An Associative Information Retrieval Algorithm for a Kanerva-like Memory Model


Ribarić, Slobodan; Marčetić, Darijan
An Associative Information Retrieval Algorithm for a Kanerva-like Memory Model // 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. str. 225-230 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
An Associative Information Retrieval Algorithm for a Kanerva-like Memory Model

Autori
Ribarić, Slobodan ; Marčetić, Darijan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 33th International Convention MIPRO 2010 : CTS & CIS, Computers in Technical Systems and Intelligent Systems ; Vol. III / Bogunović, Nikola ; Ribarić, Slobodan - 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

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Citiraj ovu publikaciju

Ribarić, Slobodan; Marčetić, Darijan
An Associative Information Retrieval Algorithm for a Kanerva-like Memory Model // 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. str. 225-230 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Ribarić, S. & Marčetić, D. (2010) An Associative Information Retrieval Algorithm for a Kanerva-like Memory Model. U: Bogunović, N. & Ribarić, S. (ur.)Proceedings of the 33th International Convention MIPRO 2010 : CTS & CIS, Computers in Technical Systems and Intelligent Systems ; Vol. III.
@article{article, year = {2010}, pages = {225-230}, keywords = {Hierarchical Heterogeneous Knowledge-base, Associative level, Sparse Distributed Memory (SDM), Associative Information Retrieval Algorithm}, isbn = {978-953-233-053-3}, title = {An Associative Information Retrieval Algorithm for a Kanerva-like Memory Model}, keyword = {Hierarchical Heterogeneous Knowledge-base, Associative level, Sparse Distributed Memory (SDM), Associative Information Retrieval Algorithm}, publisher = {Croatian Society for Information and Communications technology electronics and Microelectronics - MIPRO}, publisherplace = {Opatija, Croatia} }