Scholars of critical algorithmic studies, including those from geography, anthropology, Science and Technology Studies and communication studies, have begun to consider how algorithmic devices and platforms facilitate democratic practices. In this article, I draw on a comparative ethnography of two alternative open-source algorithmic platforms – Decide Madrid and vTaiwan – to consider how they are dynamically constituted by differing algorithmic–human relationships. I compare how different algorithmic–human relationships empower citizens to influence political decision-making through proposing, commenting, and voting on the urban (...) issues that should receive political resources in Taipei and Madrid. I argue that algorithmic empowerment is an emerging process in which algorithmic–human relationships orient away from limitations and towards conditions of plurality, actionality, and power decentralisation. This argument frames algorithmic empowerment as bringing about empowering conditions that allow (underrepresented) individuals to shape policy-making and consider plural perspectives for political change and action, not as an outcome-driven, binary assessment (i.e. yes/no). This article contributes a novel, situated, and comparative conceptualisation of algorithmic empowerment that moves beyond technological determinism and universalism. (shrink)

This paper seeks to bypass assumptions that researchers in critical algorithmic studies and urban studies find it difficult to study algorithmic systems due to their black-boxed nature. In addition, it seeks to work against the assumption that advocating for transparency in algorithms is, therefore, the key for achieving an enhanced understanding of the role of algorithmic technologies on modern life. Drawing on applied assemblage thinking via the concept of the urban assemblage, I demonstrate how the notion of urban assemblage can (...) work as an alternative way to explore the distributed and potential dimensions of what has been termed as Urban AI phenomena. Rather than seeing Urban AI phenomena as black-boxed, unknown and opaque, the notion of urban assemblage locates such entities within the wider contests of the city: urban places, communities and politics, where human-algorithmic relationships gather and disperse. In addition, this approach focuses on the potentialities of Urban AI phenomena—how algorithmic systems can operate differently through different aspects of the city—which can be seen to manifest new forms of resistance, collective actions and democracy. I use a case study of an algorithmic system designed to facilitate digital democracy—vTaiwan—to exemplify how assemblage methodology foregrounds the role of cities as spaces and places for exploring the democratic possibilities of algorithmic systems. This paper concludes with discussion of how the assemblage methodology contributes to serve as a bridge between critical algorithm studies and recent studies of platform urbanism. (shrink)

The purpose of this study was to explore whether the performance of the green innovation brought positive effect to the competitive advantage. This study found that the performances of the green product innovation and green process innovation were positively correlated to the corporate competitive advantage. Therefore, the result meant that the investment in the green product innovation and green process innovation was helpful to the businesses. This study argued that the businesses should cognize the correct value and positioning of the (...) green innovation. (shrink)

This study proposed a novel construct – green core competence – to explore its positive effects on green innovation and green images of firms. The results showed that green core competences of firms were positively correlated to their green innovation performance and green images. In addition, this research also verified two types of green innovation performance had partial mediation effects between green core competences and green images of firms. Therefore, investment in the development of green core competence was helpful to (...) businesses for the enhancement of their green innovation and green images. Furthermore, this study found that green core competence, two types of green innovation performance, and green images of medium & small enterprises (SMEs) were all significantly less than those of large enterprises in the information and electronics industry in Taiwan. Therefore, there was the advantage of firm size for the green core competence in this industry, and it was imperative for SMEs to develop and create their green core competences to strengthen their green innovation performance, and green images. (shrink)

This article proposed four novel constructs – green brand image, green satisfaction, green trust, and green brand equity, and explored the positive relationships between green brand equity and its three drivers – green brand image, green satisfaction, and green trust. The object of this research study was information and electronics products in Taiwan. This research employed an empirical study by use of the questionnaire survey method. The questionnaires were randomly mailed to consumers who had the experience of purchasing information and (...) electronics products. The results showed that green brand image, green satisfaction, and green trust are positively related to green brand equity. Furthermore, the positive relationship between green brand image and green brand equity is partially mediated by green satisfaction and green trust. Hence, investing on resources to increase green brand image, green satisfaction, and green trust is helpful to enhance green brand equity. (shrink)

No research explored intellectual capital about green innovation or environmental management. This study wanted to fill this research gap, and proposed a novel construct – green intellectual capital – to explore the positive relationship between green intellectual capital and competitive advantages of firms. The empirical results of this study showed that the three types of green intellectual capital – green human capital, green structural capital, and green relational capital – had positive effects on competitive advantages of firms. Moreover, this study (...) found that green relational capital was the most common among these three types of green intellectual capital, and the three types of green intellectual capital of Medium & Small Enterprises (SMEs) were all significantly less than those of large enterprises in the information and electronics industry in Taiwan. In sum, companies investing many resources and efforts in green intellectual capital could not only meet the trends of strict international environmental regulations and popular environmental consciousness of consumers, but also eventually obtain corporate competitive advantages. (shrink)

No research explored intellectual capital about green innovation or environmental management. This study wanted to fill this research gap, and proposed a novel construct - green intellectual capital - to explore the positive relationship between green intellectual capital and competitive advantages of firms. The empirical results of this study showed that the three types of green intellectual capital - green human capital, green structural capital, and green relational capital - had positive effects on competitive advantages of firms. Moreover, this study (...) found that green relational capital was the most common among these three types of green intellectual capital, and the three types of green intellectual capital of Medium & Small Enterprises were all significantly less than those of large enterprises in the information and electronics industry in Taiwan. In sum, companies investing many resources and efforts in green intellectual capital could not only meet the trends of strict international environmental regulations and popular environmental consciousness of consumers, but also eventually obtain corporate competitive advantages. (shrink)

Incivility among employees in frontline encounters is prevalent, but little is known about its impact on customers’ ethics-related perceptions and behaviors. Drawing upon the stimulus–organism–response paradigm, this study examines how witnessing incivility among employees can serve as a social atmospheric cue to influence customers’ perceived ethicality of an organization and their subsequent behaviors. According to our results, in response to employee-to-employee incivility witnessed during frontline encounters, customers perceive the uncivil employees’ organization to have a lower level of ethicality. In turn, (...) customers engage more in unethical behavior and less in customer citizenship behavior. We further demonstrate that the negative effect of uncivil employee-to-employee interactions on customers’ perception of the ethicality of an organization is amplified when customers have an a priori perception that the organization is competent. The findings hold theoretical and practical implications for the management of employee-to-employee incivility and unethical customer behavior during frontline encounters. (shrink)

The paper explores the influence of greenwash on green trust and discusses the mediation roles of green consumer confusion and green perceived risk. The research object of this study focuses on Taiwanese consumers who have the purchase experience of information and electronics products in Taiwan. This research employs an empirical study by means of the structural equation modeling. The results show that greenwash is negatively related to green trust. Therefore, this study suggests that companies must reduce their greenwash behaviors to (...) enhance their consumers’ green trust. In addition, this study finds out that green consumer confusion and green perceived risk mediate the negative relationship between greenwash and green trust. The results also demonstrate that greenwash is positively associated with green consumer confusion and green perceived risk which would negatively affect green trust. It means that greenwash does not only negatively affect green trust directly but also negatively influence it via green consumer confusion and green perceived risk indirectly. Hence, if companies would like to reduce the negative relationship between greenwash and green trust, they need to decrease their consumers’ green consumer confusion and green perceived risk. (shrink)

Given the widespread acceptance of computational thinking in educational systems around the world, primary and higher education has begun thinking about how to cultivate students' CT competences. The artificial intelligence of things combines artificial intelligence and the Internet of things and involves integrating sensing technologies at the lowest level with relevant algorithms in order to solve real-world problems. Thus, it has now become a popular technological application for CT training. In this study, a novel AIoT learning with Augmented Reality technology (...) was proposed and explored the effect of CT skills. The students used AR applications to understand AIoT applications in practice, attempted the placement of different AR sensors in actual scenarios, and further generalized and designed algorithms. Based on the results of the experimental course, we explored the influence of prior knowledge and usage intention on students' CT competence training. The results show that proposed AIoT learning can increase students' learning intention and that they had a positive impact on problem solving and comprehension with AR technology, as well as application planning and design. (shrink)

Because no previous literature discusses the determinants of green product development performance, this study develops an original framework to fill the research gap. This study explores the influences of green dynamic capabilities and green transformational leadership on green product development performance and investigates the mediation role of green creativity. The results demonstrate that green dynamic capabilities and green transformational leadership positively influence green creativity and green product development performance. Besides, this study indicates that the positive relationships between green product development (...) performance and their two antecedents—green dynamic capabilities and green transformational leadership—are partially mediated by green creativity. It means that green dynamic capabilities and green transformational leadership can not only directly affect green product development performance positively but also indirectly affect it positively via green creativity. Hence, companies have to increase their green dynamic capabilities, green transformational leadership, and green creativity to enhance their green product development performance. (shrink)

Due to excessive greenhouse gas emissions, carbon emission-reducing measures are urgently needed. Important emission-reduction measures mainly include carbon trading and low-carbon cost subsidies. Comprehensive consideration of these two policies is a research hotspot in the field of low-carbon technology investment. Based on this background, this paper considers the impact of consumer low-carbon preferences on market demand and the impact of uncertainty in carbon emission-reduction behaviour. We construct a stochastic differential game model with upstream and downstream enterprises based on cost-sharing coordination (...) under a cost subsidy. From a dynamic perspective, this paper researches the optimal equilibrium strategy and evolution characteristics of the joint emission-reduction mechanism in a supply chain. This paper discusses the sensitivity of the parameters and uses numerical simulation to verify the impact of each parameter on the emission-reduction decision-making activities of stakeholders after introducing the cost subsidy. The results show that a cost subsidy policy can promote carbon emission-reduction investment and supply chain profit. Thus, it is important to strengthen technical cooperation and exchange among enterprises. (shrink)

The conceptual metaphor “THOUGHT IS FOOD” is exemplified in many verbal expressions. Nevertheless, how food metaphors are realized through the actual dining experience remains unexplored. Based on a food design event called EATAIPEI that took place in the London Design Festival in 2015, one aimed at promoting Taipei as World Design Capital 2016, this article analyzes how the multimodal metaphors of food were creatively represented and elaborated within it. This study proposes an analytical framework that combines insights from cognitive linguistics (...) with an intercultural performative view of food presentation and food metaphor. More specifically, it treats complex metaphors as resulting from the interactions of primary metaphors, proposition schemas and intercultural performance. The multimodal metaphors of food are complex metaphors composed of combined sets of primary metaphors, enriched by schema propositions and embedded within food performance. The experience of eating in the event reactivates the sensorimotor experiences that underpin the complex metaphors. (shrink)

This study investigates how COVID-19 advice is creatively delivered in a one-minute video produced by the Taiwan Centers for Disease Control in February 2022. It examines metaphors in verbal, visual, and multimodal modes, and illustrates how such metaphors interact with multimodal narrativity. Drawing on the insights of studies on multimodal metaphors, this paper seeks to identify which are the most pervasive metaphors or what dominant metaphor, if any, is used in the video. It finds that the metaphorical mappings between coping (...) with the covid pandemic and handling olympic weightlifting are represented across modes and that the creative delivery of COVID-19 advice is woven from a warp of metaphors in various modes and a weft of narrativity across modes. Such metaphorical creativity is underpinned by the semiotic flow that features four interconnected configurations: moving between metaphorization, literalization, and re-metaphorization; somehow blurring the source-target boundary; expanding the range of functions that the multimodal representation can serve; and initiating a metaphorical thought from one or more contextual factors. (shrink)

This study analyzes metaphors in Taiwanese oracular poetry, known as tshiam-si, an Eastern genre written in Chinese and used in many temples in Taiwan. The genre consists of a set of poems representing a myriad of potential divine messages for problem-stricken individuals wanting to seek help from the Divine in the folk religious context. Collected from on-the-spot tshiam-si interpretations conducted in two temples in Taiwan, the data comprised five cases of tshiam-si interpretations. Building on several recent studies that advocate complementary (...) perspectives on metaphor, this article demonstrates how explanations of tshiam-si interpretations benefit from cognitive linguistic and relevance theoretic approaches to metaphors, and how the complementary approaches fit in well with some aspects of real-life tshiam-si interpretations. All in all, by attending to the conceptual, the sociocultural, and the pragmatic of tshiam-si metaphors, this study explores the dynamic coupling of metaphorical cognition and metaphorical communication. (shrink)

This study investigates the cognitive-pragmatic motivations for the emergence of a genre of health communication called Patient Decision Aid. It elucidates genre as struggle, i.e. how the emerging genre exemplifies various struggles on three strata: the difficulties facing patients, doctors, and health providers at practice level; the changes anticipated to take place at discourse level; and the tensions in the pragmatics-cognition-society nexus. Particularly illustrated here are five struggles that characterize changes or breakthroughs that PDAs are anticipated to make. It suggests (...) that the five struggles roughly correspond to five principles for genre theory proposed by Berkenkotter and Huckin, with some modification of the latter. It also illustrates that genre intervenes in the complexity between social issues and social cognition and that PDAs as a new genre involve restructuring, reshaping and redesigning the key discourse facets. Based on examples of Chinese-language PDAs officially released in Taiwan and on information from health professionals, policy makers, and PDA developers, this study contributes empirical evidence toward a better understanding of an emerging genre. (shrink)

This paper analyzes how space is metaphorized in some Chan poems, and it investigates how space metaphor contributes to Chan culture. It concentrates onorientational metaphors, metaphor associated with an upward or/and a downward orientation. Orientational metaphors tend to be grounded in dichotomized thought, e.g., “GOOD IS UP” vs. “BAD IS DOWN”, “DIVINE IS UP” vs. “MORTAL IS DOWN”, etc. This paper will demonstrate that in some Chan poems, orientational metaphors do not function this way. Instead, what is foregrounded is the (...) kind of spatial relationship created by opposite orientations, namely, the broad, ever-extending space. To demonstrate how this metaphorical understanding of space is achieved, this paper addresses three particular space-related issues: (1) how certain entities representing dimensional space serve to function as a cognitive metaphor that is common in Chan poetry as a genre; (2) how up-down orientations can interact and form a metaphorical pattern in a text; and (3) how spatial image schemas (e.g., VERTICALITY, NEAR-FAR, PATH, CENTER-PERIPHERY, CONTAINER, etc.) can be identified, interact with one another, and underpin the pattern of metaphor communicating the idea of that broad, ever-extending, imaginal space. All in all, this study aims to demonstrate how space metaphor, as a signifying force, functions in Chan poems and how suchmetaphor represents Chinese Chan culture. (shrink)

This study addresses Chinese discourse creativity in product discourse within Taiwan’s creative industries. Product discourse not merely introduces creative products but also does it creatively. Based on a corpus of 20 examples, this paper proposes the notion of creative force, a chain of acts contributing to discourse creativity, and argues that five types of acting work together in the design of creativity exemplified in such discourse. They are acts of telling or invoking a story, constructing identity and stance, making multiple (...) meanings, blending, and performing culture. This paper also investigates metapragmatic performance in relation to creative force, i.e., how creative discourse which performs creative force is made possible and acceptable in society. Three metapragmatic aspects are under scrutiny: shared knowledge, metalinguistic awareness, and indexicality. All in all, this study aims to further substantiate our understanding of creativity and discourse in pragmatic and metapragmatic terms. (shrink)

Digital technologies, such as artificial intelligence, brain-computer interfaces technology and big data, enable many firms to innovate their business model. It is clearly an emotional process due to its complex and uncertain nature, and involves individuals’ emotion regulation, yet the current research lacks an effective conversion path from emotion to digital business model innovation. Drawing on theories and research on emotion regulation and business model innovation, we investigate how emotion regulation of entrepreneurs influence digital BMI. Data from 126 new ventures (...) show that entrepreneurs’ reappraisal positively affects digital BMI, while entrepreneurs’ suppression exerts opposite effects on digital BMI. Moreover, we find that environmental dynamism moderates this relationship. The findings explain the emotional complexity in digital technology empowerment, which has implications for the development and design of brain computer interface applications and the literature on emotions and business model innovation. (shrink)

To date, game-based learning programs that include comprehensive creativity skills and disposition training are still very limited. The present researchers developed a comprehensive game-based creativity learning program for fifth and sixth grade pupils. Further analysis presented relationship trends between mindful learning experience, flow experience, self-efficacy, and mastery experience. Eighty-three 5th and 6th grade participants undertook the six-week game-based creativity learning program. Upon the completion of experimental instruction, those who scored higher on the concerned variables improved more in self-evaluation of both (...) creativity ability and confidence, than their counterparts. Additionally, path model analysis revealed that mindful learning experience was a powerful predictor of both mastery experience and flow experience; it also influenced mastery experience through flow experience and self-efficacy during game-based creativity learning. The findings support the effectiveness of the game-based learning program developed in this study. Moreover, this study contributes to the theoretical construction of how game-based learning can be designed to facilitate mindful learning experience, flow experience, self-efficacy, and mastery experience during creativity training among pupils. Effective mechanisms include providing rewards for high-quality performance, challenging tasks, free choices of design components, immediate feedback, and idea sharing. The profound theoretical framework proposed in this study provides a valuable approach for creativity instruction through game-based learning or classroom instruction. (shrink)

With the rapid development of Internet of Things technology, RFID technology has been widely used in various fields. In order to optimize the RFID system hardware deployment strategy and improve the deployment efficiency, the prediction of the RFID system identification rate has become a new challenge. In this paper, a neighborhood rough set and random forest combination model is proposed to predict the identification rate of an RFID system. Firstly, the initial influencing factors of the RFID system identification rate are (...) reduced using neighborhood rough set theory combined with the principle of heuristic attribute reduction of neighborhood weighted dependency, thus obtaining a kernel factor subset. Secondly, a random forest prediction model is established based on the kernel factor subset, and a confusion matrix is established using out-of-bag data to evaluate the prediction results. The test is conducted under the constructed RFID experimental environment, whose results showed that the model can predict the identification rate of the RFID system in a fast and efficient way, and the classification accuracy can reach 90.5%. It can effectively guide the hardware deployment and communication parameter protocol setting of the system and improve the system performance. Compared with BP neural network and other prediction models, NRS-RF has shorter prediction time and faster calculation speed. Finally, the validity of the proposed model was verified by the RFID intelligent archives management platform. (shrink)

In this paper, we study the path based continuous spatial keyword queries, which find the answer set continuously when the query point moves on a given path. Under this setting, we explore two primitive spatial keyword queries, namely k nearest neighbor query and range query. The technical challenges lie in that: retrieving qualified vertices in large road networks efficiently, and issuing the query continuously for points on the path, which turns out to be inapplicable. To overcome the above challenges, we (...) first propose a backbone road network index structure, which supports the distance computation efficiently and offers a global insights of the whole road network. Motivated by the safe zone technique, we then transform our queries to the issue of finding event points, which capture the changes of answer set. By this transformation, our queries are to be simple and feasible. To answer the queries, we propose a Two-Phase Progressive computing framework, which first computes the answer sets for some crucial vertices on the path, and then identifies the event points by the retrieved answer sets. Extensive experiments on both real and synthetic data sets are conducted to evaluate the performance of our proposed algorithms, and the results show that our algorithms outperform competitors by several orders of magnitude. (shrink)

Background: Losing one’s only child may lead to post-traumatic stress disorder, of which re-experiencing is the core symptom. However, neuroimaging studies of sex differences in re-experiencing in the context of the trauma of losing one’s only child and PTSD are scarce; comparisons of the functional networks from the hippocampal subfields to the thalamus might clarify the neural basis.Methods: Thirty couples without any psychiatric disorder who lost their only child, 55 patients with PTSD, and 50 normal controls underwent resting-state functional magnetic (...) resonance imaging. The functional connectivity from the hippocampal subregions to the thalamus and the correlations of FC with re-experiencing symptoms were analyzed within and between the sexes.Results: Compared with husbands without PTSD, wives without PTSD had higher re-experiencing symptoms and weaker FC between the right hippocampal cornu ammonis 3 and the right thalamus. Moreover, only the correlation between the RCA3-RT FC and re-experiencing in wives without PTSD was significant. Among the three groups, only the RCA3-RT FC in female subjects was markedly different. Additionally, the RCA3-RT FC in wives without PTSD was remarkably lower relative to female patients with PTSD.Conclusion: Wives without PTSD who lost their only child had worse re-experiencing symptoms relative to their husbands, which was associated with the FC alteration between the hippocampal subregions and the thalamus. Importantly, the low level of the RCA3-RT FC may play a potentially protective role against the development of PTSD in wives who have lost their only child. (shrink)

Post-stroke depression is a serious complication of stroke that significantly restricts rehabilitation. The use of immersive virtual reality for stroke survivors is promising. Herein, we investigated the effects of a novel immersive virtual reality training system on PSD and explored induced effective connectivity alterations in emotional networks using multivariate Granger causality analysis. Forty-four patients with PSD were equally allocated into an immersive-virtual reality group and a control group. In addition to their usual rehabilitation treatments, the participants in the immersive-virtual reality (...) group participated in an immersive-virtual reality rehabilitation program, while the patients in the control group received 2D virtual reality rehabilitation training. The Hamilton Depression Rating Scale, modified Barthel Index, and resting-state functional magnetic resonance imaging data were collected before and after a 4-week intervention. rsfMRI data were analyzed using multivariate GCA. We found that the immersive virtual reality training was more effective in improving depression in patients with PSD but had no statistically significant improvement in MBI scores compared to the control group. The GCA showed that the following causal connectivities were strengthened after immersive virtual reality training: from the amygdala, insula, middle temporal gyrus, and caudate nucleus to the dorsolateral prefrontal cortex; from the insula to the medial prefrontal cortex; and from the thalamus to the posterior superior temporal sulcus. These causal connectivities were weakened after treatment in the control group. Our results indicated the neurotherapeutic use of immersive virtual reality rehabilitation as an effective non-pharmacological intervention for PSD; the alteration of causal connectivity in emotional networks might constitute the neural mechanisms underlying immersive-virtual reality rehabilitation in PSD. (shrink)