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Pregled bibliografske jedinice broj: 623241

Using Decision Trees for Identification of Most Relevant Indicators for Effective ICT Utilization


Tomić Rotim, Silvana; Dobša, Jasminka; Krakar, Zdravko
Using Decision Trees for Identification of Most Relevant Indicators for Effective ICT Utilization // Cybernetics and Information Technologies, 13 (2013), 1; 83-94 doi:10.2478/cait-2013-0008 (međunarodna recenzija, članak, znanstveni)


Naslov
Using Decision Trees for Identification of Most Relevant Indicators for Effective ICT Utilization

Autori
Tomić Rotim, Silvana ; Dobša, Jasminka ; Krakar, Zdravko

Izvornik
Cybernetics and Information Technologies (1311-9702) 13 (2013), 1; 83-94

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

Ključne riječi
NRI-Network Readiness Index ; decision trees ; effectiveness of ICT utilization

Sažetak
This paper offers a brief overview of the research of ICT utilization and benefits of its usage. The results of several important studies conducted worldwide are presented. One of them is a study by the World Economic Forum that we use as the basis of our research. This study covers 134 countries, NRI (Network Readiness Index) is used as a parameter to distinguish the readiness of different countries to adopt ICT. NRI consists of 68 indicators that are organized into three groups. Each group describes one of the three main factors crucial for effective utilization of ICT: Environment, Readiness and Usage. The observed countries are divided into four groups (leaders, followers, league III and league IV) and classification by a decision tree is conducted. The decision tree method is applied to each of the three main factors and the results are presented by means of F1 measure.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
016-0161199-1718 - Razvoj metodike za ICT menadžment (Zdravko Krakar, )
016-0161741-1739 - Razvoj informacijske infrastrukture i deduktivnih mehanizama Semantičkog Weba (Mirko Čubrilo, )
016-0361935-1728 - Semantičko modeliranje višeagentnih sustava (Mirko Maleković, )

Ustanove
Fakultet organizacije i informatike, Varaždin

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Emerging Sources Citation Index (ESCI)
  • Scopus


Uključenost u ostale bibliografske baze podataka:


  • INSPEC
  • MathSciNet
  • Scopus


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