Machine learning has been proven useful for solving the bottlenecks in building expert systems. Noise in the training instances will, however, confuse a learning mechanism. Two main steps are adopted here to solve this problem. The first step is to appropriately arrange the training order of the instances. It is well known from Psychology that different orders of presentation of the same set of training instances to a human may cause different learning results. This idea is used here for machine (...) learning and an order arrangement scheme is proposed. The second step is to modify a conventional noise-free learning algorithm, thus making it suitable for noisy environment. The generalized version space learning algorithm is then adopted to process the training instances for deriving good concepts. Finally, experiments on the Iris Flower problem show that the new scheme can produce a good training order, allowing the generalized version space algorithm to have a satisfactory learning result. (shrink)

This study aimed at exploring the impact of post-epidemic era on teachers’ behavioral intention of distance education. In this study, purposive sampling method was used to enroll 390 teachers in colleges and universities, high schools and vocational schools, and junior high and elementary schools to be the research subjects for the questionnaire survey. A total of 360 questionnaires were collected for statistics, and AMOS 23.0 statistical software was used to analyze the correlation between variables. Meanwhile, a structural equation model was (...) used to analyze and verify the impact of the technology acceptance model, information system success model, and diffusion of innovations theory. According to the results, the system quality of distance teaching platforms certainly affected perceived usefulness, and perceived usefulness affected teachers’ attitudes toward using distance teaching systems. In addition, perceived ease of use had an impact on perceived usefulness, and trialability had an impact on teachers’ attitudes toward using distance teaching systems. Finally, teachers’ attitude toward using a distance teaching system also affected their behavioral intention. According to the results, suggestions were made in this study to teachers and students for distance teaching. Additionally, the main contribution of this study lies in providing specific strategies for further distance teaching through empirical results in combination with on-site teaching. (shrink)

Life education, also known as life and death education, is an important subject in Taiwan with institutions offering degree programs and courses that focus on quality learning and implementation of life education. What is interesting from the perspective of Taiwanese Education is that the teaching of life education also incorporates a number of Eastern-derived and conceptualized tenets, for example, Buddhist teaching and the importance of spiritual wisdom. This premise contends then that life education in Taiwan, in general, is concerned with (...) the promotion, fulfillment, and cherishing of quality life experiences (e.g., personal contentment, happiness). One example of life education, which resonates with other spiritual beliefs and religious faiths (e.g., Hinduism), is related to spiritual cultivation and the enlightenment of life wisdom. Our own teaching of the subject, likewise, places emphasis on the goal of teaching students to seek meaningful understanding of and appreciation for three major, interrelated components of life education: life wisdom, life practice, and life care. Life education is a beneficial subject as its theoretical understanding may help individuals cope with pathologies and negative life experiences. One negative life experience, in this case, is the ultimate fate of humankind: death. Approaching death and/or the onset of grief is something that we all have to experience. How does one approach death? It is not easy feat and, of course, grief for a loved one is personal and some of us struggle with this. We contend that spiritual cultivation and enlightenment, arising from life education, may assist us with the coping of death (e.g., the possibility of transcendence beyond the realm of life). Forming the premise of the present article, we propose that a person’s ‘spiritual and enlightened self’, reflecting the convergence of three major aspects of life education (i.e., Philosophical reflection, Enrichment of personal well-being, and Spiritual cultivation), would result in the initiation and creation of a number of virtues and positive characteristics – for example: having a positive outlook in life, showing compassion, forgiveness, etc. These virtues and quality characteristics, from our philosophical reasoning, are equivalent to those qualities that positive psychology advocates for. (shrink)

This study analyzed consumers' willingness to pay for non-pirated computer software and examined how attitudes toward intellectual property rights and perceived risk affect WTPs. Two commonly used software products, Microsoft Windows and Microsoft Office, were used in the study as objects to reveal consumer assessed values. A consumer survey was administered in Taiwan and the total valid samples were 799. Respondents in this study included students from senior high schools, colleges, and graduate schools, and general consumers who were no longer (...) full-time students. The estimated average WTP for Windows was USD 58.55 and for Office was USD 53.49, much lower than the respective suggested retail prices in the market. Social norms had strong positive influences on willingness-to-pay for software products. The prosecution risk did not significantly increase WTPs for software products due to the reason that individuals who used pirated software were not at a high risk of being prosecuted. Performance risk was positively correlated to WTPs for software products. The respondents segmented into the low-WTP cluster were more likely to use pirated software than those in the high-WTP segment. Source reliability, legitimacy, technical support, and customer service were emphasized in decisions of respondents in the high-WTP segment and could be used in marketing strategies. (shrink)

This study analyzed consumers' willingness to pay for non-pirated computer software and examined how attitudes toward intellectual property rights and perceived risk affect WTPs. Two commonly used software products, Microsoft Windows and Microsoft Office, were used in the study as objects to reveal consumer assessed values. A consumer survey was administered in Taiwan and the total valid samples were 799. Respondents in this study included students from senior high schools, colleges, and graduate schools, and general consumers who were no longer (...) full-time students. The estimated average WTP for Windows was USD 58.55 and for Office was USD 53.49, much lower than the respective suggested retail prices in the market. Social norms had strong positive influences on willingness-to-pay for software products. The prosecution risk did not significantly increase WTPs for software products due to the reason that individuals who used pirated software were not at a high risk of being prosecuted. Performance risk was positively correlated to WTPs for software products. The respondents segmented into the low-WTP cluster were more likely to use pirated software than those in the high-WTP segment. Source reliability, legitimacy, technical support, and customer service were emphasized in decisions of respondents in the high-WTP segment and could be used in marketing strategies. (shrink)

Driven by the theory of sustainable development, Chinese firms have gradually realized the importance of ESG disclosure. Executives play a core role in ESG decision-making, but whether and how top management team (TMT) faultlines affect ESG disclosure has yet to be systematically discussed. Based on the attention-based view and faultline theory, we select 6456 observations of 910 Chinese A-share listed firms from 2012 to 2021 as the research object to empirically test the above critical practical issues that have not been (...) fully answered. We find that TMT information-based faultlines improve firms' ESG disclosure, but TMT social category faultlines reduce firms' ESG disclosure. In addition, the internal mechanism test showed that the TMT's future-oriented attention plays a mediating role in the above relationship. Finally, we also find that institutional shareholding enhances the positive impact of the TMT's future-oriented attention on ESG disclosure. This study enriches the literature on TMT faultlines and ESG disclosure, demonstrating that the composition of the TMT and its attention allocation are important factors for promoting firms' ESG disclosure. The conclusions of this study can help firms strengthen their ESG disclosure by building efficient TMTs and provide important implications for firms to better fulfill their ESG responsibilities. (shrink)

Conscious visual perception can fail in many circumstances. However, little is known about the causes and processes leading to failures of visual awareness. In this study, we introduce a new signal detection measure termed subjective discriminability of invisibility that allows one to distinguish between subjective blindness due to reduction of sensory signals or to lack of attentional access to sensory signals. The SDI is computed based upon subjective confidence in reporting the absence of a target . Using this new measure, (...) we found that target misses were subjectively indistinguishable from physical absence when contrast reduction, backward masking and flash suppression were used, whereas confidence was appropriately modulated when dual task, attentional blink and spatial uncertainty methods were employed. These results show that failure of visual perception can be identified as either a result of perceptual or attentional blindness depending on the circumstances under which visual awareness was impaired. (shrink)

Considering the highly complex structure of quantum chaos and the nonstationary characteristics of speech signals, this paper proposes a quantum chaotic encryption and quantum particle swarm extraction method based on an underdetermined model. The proposed method first uses quantum chaos to encrypt the speech signal and then uses the local mean decomposition method to construct a virtual receiving array and convert the underdetermined model to a positive definite model. Finally, the signal is extracted using the Levi flight strategy based on (...) kurtosis and the quantum particle swarm optimization optimized by the greedy algorithm. The bit error rate and similarity coefficient of the voice signal are extracted by testing the source voice signal SA1, SA2, and SI943 under different SNR, and the similarity coefficient, uncertainty, and disorder of the observed signal and the source voice signal SA1, SA2, and SI943 verify the effectiveness of the proposed speech signal extraction method and the security of quantum chaos used in speech signal encryption. (shrink)

Bayesian probability has recently been proposed as a normative theory of argumentation. In this article, we provide a Bayesian formalisation of the ad Hitlerum argument, as a special case of the ad hominem argument. Across three experiments, we demonstrate that people's evaluation of the argument is sensitive to probabilistic factors deemed relevant on a Bayesian formalisation. Moreover, we provide the first parameter-free quantitative evidence in favour of the Bayesian approach to argumentation. Quantitative Bayesian prescriptions were derived from participants' stated subjective (...) probabilities (Experiments 1 and 2), as well as from frequency information explicitly provided in the experiment (Experiment 3). Participants' stated evaluations of the convincingness of the argument were well matched to these prescriptions. (shrink)

Recent corporate disgraces and corruption have heightened concerns about ethically questionable behavior in business. The construct of ethically questionable behavior is an under-portrayed area of management field research, and deserves further studying, especially in sales positions. This study uses four variables from the human resource management field to explain the ethically questionable behavior of sales representatives in the pharmaceutical industry. These variables include frame pattern, commission structure, behavior control type, and marketing norm perceptions. This work uses a 2  2 (...)  2  2 subject experimental design, and 328 fully completed questionnaires for logistic regression analysis. Results suggest that a medical representative in a loss frame, in a high commission structure, in loose behavior control, and in a low perception of marketing norm, is more likely affected by heuristic biases and make an ethically questionable choice. (shrink)

We conducted this study in order to understand the extent to which Taiwanese social studies teachers are prepared to grapple with controversial issues in their classrooms. To do so, we employed a curricular-instructional gatekeeping framework to make meaning of teacher decisions and the contexts in which they work. We conducted semi-structured interviews with 18 preservice teachers and five university professors of teacher education in Taiwan. The findings suggest that writ large, social studies education in Taiwan is largely social science education (...) and within this context, preservice teachers have variable conceptualizations of controversial issues which are shaped by a wide variety of external forces that ultimately serve to undermine enactment of discussion. (shrink)