In addition, our study validates the effectiveness of advanced NLP analysis and expands the literature on hospitality accommodation features, providing a reliable and accurate assessment of consumer preferences. Theoretical framework Airbnb focuses on obtaining, giving, or sharing access to accommodations ...
self-efficacy, and trust that were not part of meta-UTAUT model and found all of them to be significant on their respective dependant variables. First, Venkatesh et al. (2012), integrated “hedonic motivation” an affective component into largely cognition based UTAUT as determinant of behavioural...
Such a breakdown of guests' overall experience into its component parts will add nuances to current knowledge. Fourth, the dataset consists of property listings from a single city, which might limit the generalizability of the findings to different contexts. Studies employing geographically diverse ...
By company size Enterprises Small and medium teams Startups Nonprofits By use case DevSecOps DevOps CI/CD View all use cases By industry Healthcare Financial services Manufacturing Government View all industries View all solutions Resources Topics AI DevOps Security Software Development...
Subsequently, we leveraged TreeSHAP, a component of SHAP, to ascertain the exact Shapley values for computing input feature attributions. TreeSHAP allows us to compute local explanations for each sample in the dataset. By aggregating these local explanations for each feature, we can gain deeper ins...