Operationalizing these stakeholder groups for the purpose of our study resulted in four groups: practitioners, including (1) founders and managers of scaling businesses; (2) commercial service providers to scaling businesses; (3) policy makers included scaling policy and program makers, and (4) ...
This part of the process, known as operationalizing the model, is typically handled collaboratively by data scientists and machine learning engineers. Continuously measure model performance, develop benchmarks for future model iterations and iterate to improve overall performance. Deployment environmen...
The framework consists of six parts that represent a logical sequence of steps, from needing to define and represent a particular domain of interest, to identifying and operationalizing characteristics used to construct items, to providing an empirical basis for interpreting results. The various parts ...
Operationalizing data science with model monitoring, retraining, and governance Ensuring successful handoffs across the end-to-end analytic lifecycle: data pipeline, model building, scoring, and app development Solving data science challenges Data Science for Everyone:Democratize and collaborate on data sci...
Resilience is needed to make infrastructures fit for the future, but its operationalization is still lively discussed. Here, we identify three understandings of resilience from the existing literature: resilience as a process, an outcome, and a capacity. We show that all three understandings have ...
[26,103]. While online reviews are characterized by containing informal and colloquial language [100], LIWC is well suited to processing such text with punctuation, short phrases, and emoticons [7]. 3.3Variables In operationalizing the variables, we build on the popular and widely used survey me...
code signing is often difficult to do;whether that is obtaining a certificate, securing it,or operationalizing a secure service to integrate with build pipelines. Microsoft is committed to security, and we want to empower developers to have the toolsets to ...
Customer Loyalty Measurement Framework: Operationalizing Customer Loyalty Our loyalty metrics need to reflect those attitudes and behaviors that will have a positive impact on company profit/value. Knowing that customer loyalty impacts company profits/value in three different ways, we can now begin to ...
Contrary to previous work that asked participants specifically about their use of social networking sites, the authors instead used the term “social media” in their questionnaire, operationalizing the construct of social media use beyond the domain of social networking sites. Furthermore, the large ...
What are the influences of users’ values and other variables on their decision to download and use the UK NHS Covid-19 Track and Trace App? While the synthesis of TAM and value-based influences is the prime motivation for our study, we also wished to contrast general theories of technology...