Identifying opportunities for sustainable business models in manufacturing: Application of patent analysis and generative topographic mapping

Jian, Feng; Liu, Zhongfan; Feng, Lijie

doi:10.1016/j.spc.2021.01.021

Cited by 40 publications

(22 citation statements)

References 66 publications

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“…Convergent validity is a subtype of construct validity that is defined as follows: the term "construct validity" refers to the fact that a test is meant to assess if a certain construct, e.g., IQ is really assessing that particular construct (68,69). Convergent validity is the ability to demonstrate that two measurements that are meant to assess the same concept are really assessing the same phenomena (70)(71)(72). On the other hand, discriminant validity indicates that two measurements that are not meant to be associated are in fact not associated.…”

Section: Assessment Of Discriminant Validitymentioning

confidence: 99%

Struggling With Business Corporate Cynical Impression? Powerful Methods of CSR to Enhance Corporate Image and Consumer Purchase Intention

Avotra

et al. 2021

Front. Public Health

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This study focuses on the perception of Chinese students about the image of the company and their purchase intention if the organization has a business cynical impression in the minds of its targeted customers. The study proposed three different types of corporate social responsibility (CSR) to cope up with the organizational cynical impression. These types are Economic and Legal CSR, Philanthropic CSR, and Ethical CSR. The main objective of this study is to determine which CSR type is better to reduce the corporate cynical impression on corporate image and the purchase intentions of consumers. In the study design, the bootstrap approach and AMOS 24 were employed to deal with mediation. The researchers recruited 500 individuals from different educational institutions in China using a simple random selection process. The outcomes of this study indicated that all three types of CSR are successful in mitigating the detrimental effects of corporate cynicism on the image of a firm and the purchase intentions of consumers. A more effective technique of boosting the corporate image of a company and purchase intention of a consumer is via charitable CSR, which may help restore the image of a company and the purchase intention of a consumer that has been affected by corporate cynicism among its target customers.

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Section: Assessment Of Discriminant Validitymentioning

confidence: 99%

Struggling With Business Corporate Cynical Impression? Powerful Methods of CSR to Enhance Corporate Image and Consumer Purchase Intention

Avotra

et al. 2021

Front. Public Health

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“…Then, the BLSMT (bidirectional long short-term memory) network based on LSTM network was used to facilitate the processing of context information. The BLSMT network has been successfully applied in speech recognition with a good result, and it has better performance in the model of more hidden layers (Kim and Cho, 2019;Feng et al, 2021). In addition to learning the correlation information on time series, it is also important to extract the essential characteristics of different layers from high-dimensional features.…”

Section: Customer Churn Prediction In the Development Of Rural Financementioning

confidence: 99%

Application of Artificial Intelligence Technology Optimized by Deep Learning to Rural Financial Development and Rural Governance

Hou

Tang

Liu

et al. 2021

Journal of Global Information Management

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The aim of this article is to promote the development of rural finance and the further informatization of rural banks. Based on DL (deep learning) and artificial intelligence technology, data pre-processing and feature selection are conducted on the customer information of rural banks in a certain region, including the historical deposit and loan, transaction record, and credit information. Besides, four DL models are proposed with a precision of more than 87% by test to improve the simulation effect and explore the application of DL. The BLSTM-CNN (Bi-directional Long Short-Term Memory-Convolutional Neural Network) model with a precision of 95.8%, which integrates RNN (Recurrent Neural Network) and CNN (Convolutional Neural Network) in parallel, solves the shortcomings of RNN and CNN separately. The research result can provide a more reasonable prediction model for rural banks, and ideas for the development of rural informatization and promoting rural governance.

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“…However, the term sustainable business model itself was coined much later. J. Feng et al [58] claim that the term was first proposed by F. Boons and F. Lüdeke-Freund in 2013 [59]. Since its inception, it has attracted considerable interest from academics and practitioners who argue that it may eventually displace the traditional concept of business models [60] A sustainable business model is a model that has a long-term perspective and is based on proactively managing multiple stakeholders and creating monetary and non-monetary value for a wide range of stakeholders [61].…”

Section: Sustainable Business Modelsmentioning

confidence: 99%

Transformation of Business Models in Spa Enterprises for Medical Purposes in Situations of Epidemic Threats

Szromek

2021

Journal of Open Innovation: Technology, Market, and Complexity

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The suspension of tourism due to the COVID-19 pandemic has led to an almost complete halt in the activities of the tourism industry. This paper attempts to assess the ability to use the potential of health tourism enterprises in counteracting the SARS-CoV-2 virus pandemic and to propose a sustainable transformation of the business model of the health tourism enterprise, taking into account the determinants of sustainable tourism and health crises. The author presents the results of research conducted in March 2021 among 19 managers of the largest spa enterprises in Poland. The managers' experiences from the first year of the COVID-19 pandemic indicate that sanatoriums and other health tourism facilities, during periods of health and humanitarian crises, can successfully play a preventive and relieving role for healthcare facilities by implementing post-COVID treatment, conducting vaccinations, organizing isolators for people in quarantine, and even treating patients who do not have symptoms but require hospitalization. The transformation of the business model of these companies, in the form of a sustainable SusHT-CANVAS+ business model, is proposed and the mentioned critical activities are positioned in the model in the form of sustainable value.

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Identifying opportunities for sustainable business models in manufacturing: Application of patent analysis and generative topographic mapping

Cited by 40 publications

References 66 publications

Struggling With Business Corporate Cynical Impression? Powerful Methods of CSR to Enhance Corporate Image and Consumer Purchase Intention

Struggling With Business Corporate Cynical Impression? Powerful Methods of CSR to Enhance Corporate Image and Consumer Purchase Intention

Application of Artificial Intelligence Technology Optimized by Deep Learning to Rural Financial Development and Rural Governance

Transformation of Business Models in Spa Enterprises for Medical Purposes in Situations of Epidemic Threats

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