Consolidated Definition of Digital Transformation by using Text Mining

نویسندگان

چکیده

Digital transformation has become essential for the majority of organizations, in both public and private sectors. The term "digital transformation" been used (and misused), so frequently that it is now somewhat ambiguous. It imperative to give some conceptual rigor. objective this study identify major elements digital as well develop a proper definition DT For purpose, 56 different definitions collected from available literature were analyzed, we found they extracted manually. So, text mining (TF-IDF Fp-tree) techniques are constituents finally consolidate generic definitions. approach consists five phases: 1) collecting classifying definitions; 2) detecting synonyms; 3) extracting (terms); 4) discussing comparing elements; 5) formulating business categories. An evaluation tool was also developed assess level coverage various literature, and, validation, applied formulated

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ژورنال

عنوان ژورنال: International Journal of Advanced Computer Science and Applications

سال: 2023

ISSN: ['2158-107X', '2156-5570']

DOI: https://doi.org/10.14569/ijacsa.2023.0140363