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Iskanje tehničnega znanja v razširjeni mreži podjetja na podlagi javno dostopnih spletnih podatkov : magistrsko delo magistrskega študijskega programa II. stopnje StrojništvoEržen, GregorObvladovanje tehničnega znanja je ključnega pomena za sodobna proizvodna podjetja. Kadar se pojavi zahteva po novem znanju, je podjetje primorano poiskati ustrezne vire znotraj ali zunaj meja ... podjetja. V magistrskem delu smo s primerom podjetja in njegovih dobaviteljev ter dveh socialnih omrežij predstavili vlogo in obravnavo tehničnega znanja v vsakdanjem življenju. Obravnavali smo moderni pristop obvladovanja velikih količin podatkov (angl. Big Data) ter njegove tehnike pridobitve koristnih informacij iz nestrukturiranih, heterogenih podatkovnih virov. Za pridobitev le-teh je bila uporabljena metoda, razvita v laboratoriju LAKOS. V nadaljevanju smo pokrili nekatere teoretične osnove teorije verjetnosti in predstavili variacijo Bayesovega teorema. Teorem smo uporabili kot osnovo za izgradnjo klasifikacijskega modela, s katerim smo, na podlagi javno dostopnih podatkov, uvrščali posameznike v različna strokovno tehnična področja. Posamezne korake, ki vodijo do končnega modela, smo podrobno opisali z uporabo primera ter zatem predstavili še metodo validacije. Končno smo s pomočjo programskega jezika Python vse predstavljene tehnike in znanja implementirali v delujoč nabor algoritmov za pridobitev, analizo ter klasifikacijo koristnih podatkov. V zadnjih poglavjih magistrskega dela so podani rezultati klasikacije ter možnost nadaljnje uporabe.Type of material - master's thesis ; adult, seriousPublication and manufacture - Ljubljana : [G. Eržen], 2016Language - slovenianCOBISS.SI-ID - 14876699
Author
Eržen, Gregor
Other authors
Vrabič, Rok |
Butala, Peter, 1953-
Topics
magistrska dela |
proizvodno strojništvo |
big data |
python |
klasifikacija |
mreženje |
mreženje |
master thesis |
production engineering |
big data |
python |
classification |
networking |
networking
Library/institution |
City | Acronym | For loan | Other holdings |
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Faculty of Mechanical Engineering, Ljubljana | Ljubljana | FSLJ |
reading room 1 cop.
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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DRS, in which the journal is indexed
Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Eržen, Gregor | |
Vrabič, Rok | 30914 |
Butala, Peter, 1953- | 06765 |
Source: Personal bibliographies
and: SICRIS
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