Acceptance of text-mining systems: The ...
Document type :
Compte-rendu et recension critique d'ouvrage
DOI :
Title :
Acceptance of text-mining systems: The signaling role of information quality
Author(s) :
Demoulin, Nathalie [Auteur]
Lille économie management - UMR 9221 [LEM]
Coussement, Kristof [Auteur]
Lille économie management - UMR 9221 [LEM]
Lille économie management - UMR 9221 [LEM]
Coussement, Kristof [Auteur]
Lille économie management - UMR 9221 [LEM]
Journal title :
Information and Management
Publisher :
Elsevier
Publication date :
2018-10-29
ISSN :
0378-7206
English keyword(s) :
Technology acceptance model (TAM)
Text mining
Big data
Information quality
Top management support
Text mining
Big data
Information quality
Top management support
HAL domain(s) :
Sciences de l'Homme et Société/Gestion et management
English abstract : [en]
The popularity of the big data domain has boosted corporate interest in collecting and storing tremendous amounts of consumers’ textual information. However, decision makers are often overwhelmed by the abundance of ...
Show more >The popularity of the big data domain has boosted corporate interest in collecting and storing tremendous amounts of consumers’ textual information. However, decision makers are often overwhelmed by the abundance of information, and the usage of text mining (TM) tools is still at its infancy. This study validates an extended technology acceptance model integrating information quality (IQ) and top management support. Results confirm that IQ influences behavioral intentions and TM tools usage, through perceptions of external control, perceived ease of use, and perceived usefulness; top management support also has a key role in determining the usage of TM tools.Show less >
Show more >The popularity of the big data domain has boosted corporate interest in collecting and storing tremendous amounts of consumers’ textual information. However, decision makers are often overwhelmed by the abundance of information, and the usage of text mining (TM) tools is still at its infancy. This study validates an extended technology acceptance model integrating information quality (IQ) and top management support. Results confirm that IQ influences behavioral intentions and TM tools usage, through perceptions of external control, perceived ease of use, and perceived usefulness; top management support also has a key role in determining the usage of TM tools.Show less >
Language :
Anglais
Popular science :
Non
Collections :
Source :
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