The rapid advancement of information and communication technology enhances the global outsourcing semiconductor assembly and testing industry to transform into intelligent factories, in which outstanding technicians can take adaptive behaviours in the manufacturing process. However, the vocational education nowadays encounters several challenges including “learning-application gap” and “impact of low fertility rate,” and thus fails to provide sufficient manpower for intelligent manufacturing. To tackle the issue of manpower shortage, this research presented and adopted segmentation and targeting methods, especially in combination with the subsequent peer experiences model with the learning process of “intelligent simulation training system.” Parametric studies have been conducted on the “Industrial-Academic Cooperation Plan” featuring work-integrated learning to solve the predicaments mentioned above. The research demonstrated that the model of taking the learning process of intelligent simulation training system as variable for subsequent peer experiences could be used to conquer the problem of “learning-application gap.” Moreover, the research results showed the electronics department using this model in case study enjoyed an enrolment rate 24% higher than that of other electronics departments of private university in the same period. Obviously, this “Industrial-Academic Cooperation Plan” which adopts the marketing management methods “segmentation” and “targeting” is different from “offering education for everyone”; instead, it is the research results that implement “the enrolment mode with adaptive guidance” that provides the outsourcing semiconductor assembly and testing industry with quality and steady workforce required to introduce intelligent manufacturing into factories.

E-books and e-Reading Devices (E-RDs) markets have been enlarged due to the rapid progress of digital technologies.What are the possible factors to increase readers' willingness to use electronic devices? To improve the predictive value of the original TAM model, this study incorporates three additional constructs to form e-Reading Device Acceptance Mode: reading self-efficacy, computer self-efficacy and perceived enjoyment. This model consists of six constructs and 11 research hypotheses. The research questionnaires were distributed in Taiwan, and the research results showed that reading self-efficacy shows positive influences on readers' intention to use the E-RDs. On the contrary, computer self-efficacy does not show positive influences on perceived usefulness or perceived enjoyment. Moreover, the perceived ease of use of E-RDs does not show significant impacts on readers' intention to use the devices. Explanations of the causes and reasons are given in this paper, and the finding of this research may provide useful references and materials for e-book publishers, e-reading device developers, and researchers for further studies.

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