TY - JOUR
T1 - The Main Component of Smart Tourism: A Principal Component Analysis Approach
AU - Meiyanti, Ruci
AU - Sensuse, Dana indra
AU - Sucahyo, Yudho giri
PY - 2021/12/23
Y1 - 2021/12/23
N2 - Introduction: The establishment of a smart tourism model is indispensable for the effectiveness of tourism development and management supported by advances in information and communication technology. The successful implementation of smart tourism is determined by the smart tourism model. Determination of the main components has a significant role in building an effective model. The purpose of this study: To determine the main components forming a smart tourism model using Principal Component Analysis (PCA). PCA is used to compress variables by reducing the number of dimensions, without losing much information. Method: This research method is a quantitative method using SPSS software version 22. Result: The result obtained 9 main components, namely stakeholders, infrastructure, goals, resources, activities, challenges, innovation in various applications, strategies, and use of information and communication technologies. Conclusion: Those main components are expected to construct a smart tourism model with components that are comprehensive, interrelated, and adaptable.
AB - Introduction: The establishment of a smart tourism model is indispensable for the effectiveness of tourism development and management supported by advances in information and communication technology. The successful implementation of smart tourism is determined by the smart tourism model. Determination of the main components has a significant role in building an effective model. The purpose of this study: To determine the main components forming a smart tourism model using Principal Component Analysis (PCA). PCA is used to compress variables by reducing the number of dimensions, without losing much information. Method: This research method is a quantitative method using SPSS software version 22. Result: The result obtained 9 main components, namely stakeholders, infrastructure, goals, resources, activities, challenges, innovation in various applications, strategies, and use of information and communication technologies. Conclusion: Those main components are expected to construct a smart tourism model with components that are comprehensive, interrelated, and adaptable.
KW - Principal Component Analysis
KW - Main Component
KW - Model
KW - Smart Tourism
UR - https://www.webology.org/abstract.php?id=688
U2 - 10.14704/WEB/V18I2/WEB18322
DO - 10.14704/WEB/V18I2/WEB18322
M3 - Article
SN - 1735-188X
VL - 18
SP - 295
EP - 307
JO - Webology
JF - Webology
IS - 2
ER -