<abstract xmlns="http://www.w3.org/1999/xhtml"><p>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.</p></abstract>

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.

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

Faculty of Organization and Informatics, Pavlinska 2, Varazdin

Cybernetics and Information Technologies

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...

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

Data publikacji: 22 mar 2013

Zakres stron: 83 - 94

DOI: https://doi.org/10.2478/cait-2013-0008

Słowa kluczowe
NRI-Network Readiness Index, decision trees, effectiveness of ICT utilization

This content is open access.

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

Data publikacji: 22 mar 2013

Zakres stron: 83 - 94

DOI: https://doi.org/10.2478/cait-2013-0008

Słowa kluczoweNRI-Network Readiness Index, decision trees, effectiveness of ICT utilization

This content is open access.

Słowa kluczowe
NRI-Network Readiness Index, decision trees, effectiveness of ICT utilization