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Pregled bibliografske jedinice broj: 260120

Distributed Architecture for Association Rule Mining


Banek, Marko; Jurić, Damir; Pejaković, Ivo; Skočir, Zoran
Distributed Architecture for Association Rule Mining // Lecture Notes in Computer Science, 4243 (2006), 237-246 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 260120 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Distributed Architecture for Association Rule Mining

Autori
Banek, Marko ; Jurić, Damir ; Pejaković, Ivo ; Skočir, Zoran

Izvornik
Lecture Notes in Computer Science (0302-9743) 4243 (2006); 237-246

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
data mining; association rule mining; market basket analysis; distributed architecture; three-tier web-application

Sažetak
Organizations have adopted various data mining techniques to support their decision-making and business processes. However, the mining analysis is not performed and supervised by the final user, the management of the organization, since the knowledge of mathematical models as well as expert database administration skills is required. This paper describes a distributed architecture for association rule mining analysis in the retail area, designed to be used directly by the management of an organization and implemented as a Java web application. The rule discovery algorithm is executed at the database server that hosts the source data warehouse, while the only used client tool is a web browser. The user interactively initiates the rule discovery process through a simple user interface, which is used later to browse, sort and compare the discovered rules.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA


Projekti:
0036016

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Damir Jurić (autor)

Avatar Url Zoran Skočir (autor)

Avatar Url Marko Banek (autor)

Avatar Url Ivo Pejaković (autor)


Citiraj ovu publikaciju

Banek, Marko; Jurić, Damir; Pejaković, Ivo; Skočir, Zoran
Distributed Architecture for Association Rule Mining // Lecture Notes in Computer Science, 4243 (2006), 237-246 (međunarodna recenzija, članak, znanstveni)
Banek, M., Jurić, D., Pejaković, I. & Skočir, Z. (2006) Distributed Architecture for Association Rule Mining. Lecture Notes in Computer Science, 4243, 237-246.
@article{article, year = {2006}, pages = {237-246}, keywords = {data mining, association rule mining, market basket analysis, distributed architecture, three-tier web-application}, journal = {Lecture Notes in Computer Science}, volume = {4243}, issn = {0302-9743}, title = {Distributed Architecture for Association Rule Mining}, keyword = {data mining, association rule mining, market basket analysis, distributed architecture, three-tier web-application} }
@article{article, year = {2006}, pages = {237-246}, keywords = {data mining, association rule mining, market basket analysis, distributed architecture, three-tier web-application}, journal = {Lecture Notes in Computer Science}, volume = {4243}, issn = {0302-9743}, title = {Distributed Architecture for Association Rule Mining}, keyword = {data mining, association rule mining, market basket analysis, distributed architecture, three-tier web-application} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus





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