Data mining and automated prediction: A pedagogical primer for classroom discussion

Callanan, Gerard A.; Perri, David F.; Tomkowicz, Sandra M.

doi:10.1080/08832323.2018.1493424

Cited by 3 publications

(4 citation statements)

References 13 publications

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“…The emergence of the Big Tech companies as powerful forces in the everyday lives of the global population is a relatively recent phenomenon representing, at most, only a quarter‐century of history. As such, their immense power, both in its current form and in its potential, is little understood by scholars, by governments around the world, and by society at large (Callanan et al, 2018). Accordingly, given how fast the technology and its applications are changing, it is somewhat difficult to state exactly where future research attention might focus.…”

Section: Future Research Suggestions and Conclusionmentioning

confidence: 99%

Targeting vulnerable populations: The ethical implications of data mining, automated prediction, and focused marketing

Callanan

Perri

Tomkowicz

2021

Business and Society Review

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This article presents an overview of the ethically questionable business strategies of data mining and automated prediction with respect to vulnerable populations of consumers. It first provides a summaryautomated prediction, business ethics, computational inference, data mining | INTRODUCTIONUnless one were in a Rip Van Winkle-like state, it would be nearly impossible to be unaware of the ethical and legal controversies surrounding the privacy-challenging practices of high-tech organizations. The questionable business practices of Google, Facebook, Apple, and Amazon,

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Section: Future Research Suggestions and Conclusionmentioning

confidence: 99%

Targeting vulnerable populations: The ethical implications of data mining, automated prediction, and focused marketing

Callanan

Perri

Tomkowicz

2021

Business and Society Review

Self Cite

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“…According to an article in the Journal of Education for Business, the legality for data mining "lies in the absence of an overarching federal statute or common law principle that uniformly protects the informational privacy rights of users in the digital marketplace" (Callanan, Perri, & Tomkowicz, 2018). The action is beneficial for producer/consumer relationships.…”

Section: Global Marketplace-data Harvestingmentioning

confidence: 99%

“…The action is beneficial for producer/consumer relationships. However, certain sensitive data can overstep privacy boundaries and result in security concerns (Callanan, Perri, & Tomkowicz, 2018). TikTok, as a global competitor, has taken full advantage of data harvesting means.…”

Section: Global Marketplace-data Harvestingmentioning

confidence: 99%

Exploring The World as A Global Family Instead of as A Global Marketplace: Vasudhaiva Kutumbakam in The COVID-19 Environment

Broxton

Fraser

Wooten

et al. 2020

ijbass

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When our way of life is threatened, as in this COVID-19 environment, human beings should forget boundaries and competition and allow our innate spiritual values to lead. By allowing our priorities to align with placing people above power and the marketplace, we can adopt universal, spiritual concepts such as the Hindu philosophy, Vasudhaiva Kutumbakam- the world is one family. The adoption and integration of Vasudhaiva Kutumbakam into our values and morals creates a global community. By comparing several global organizations, World Central Kitchen, Grameen Bank, VF Corporation, and TikTok who exhibit each outlook, this paper examines the world as a global marketplace vs. the world as a family. The following comparisons demonstrate how allowing inner transformation and interconnectedness through spirituality and a global, familial mindset can positively change global exigencies’ outcome.

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“…The cultural self-confidence of the people of all ethnic groups in the country has been significantly enhanced, and the cohesion and centripetal force of the whole society have been greatly enhanced (Abbas et al,2023). College students' patriotic enthusiasm and national self-confidence have been significantly enhanced, and the local governance structure and self-confidence level have been continuously improved (Callanan et al,2023). However, government must also be soberly aware that the weakening of the mainstream culture by some college students has also affected identification with and confidence in socialism with Chinese characteristics to a certain extent; some of them blindly respect Western culture, but sense of identity with own national culture has weakened, resulting in the breeding of some people's psychology of worshipping foreigners and the reduction of self-confidence, self-confidence, and self-confidence in the local governance structure of ethnic minorities (Conte et al,2022).…”

Section: Introductionmentioning

confidence: 99%

Examining the Nexus Between Local Governance Structures and College Students’ Cultural Identity and Confidence-Take Zhejiang as an Example

Jing

2024

LEX

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In order to give full play to the advantages of local governance structure, it is necessary to explore the influence of governance structure on college students' cultural identity and self-confidence. In this paper, a questionnaire survey was conducted on four college students in Zhejiang Province, and the regression analysis method was used to analyze the survey data. Based on the results, from the perspective of local governance structure, the relationship between local governance structure and college students' cultural identity and self-confidence is demonstrated. This paper puts forward the following hypotheses: first, whether the structure of local autonomy has an impact on the cultural identity of college students; second, whether the relationship between college students' identity and self-confidence is independent; thirdly, whether the local self-control structure can improve the self-confidence of college students; Finally, the influence and degree of local self-government structure and cultural identity of college students on college students' self-confidence. The results show that the local structure can improve the cultural level of college students, with an increase of about 10.5%, and the impact on the cultural self-confidence of college students is relatively small, indicating that there is a correlation between cultural identity and local governance structure, and the correlation between cultural self-confidence is small, and the relationship between cultural identity and self-confidence is independent. The reason for this is that the short-term effect of the local governance structure is significant, and the long-term effect is not good, so it is necessary to cooperate with social participation measures, university system and other measures to enhance students' cultural self-confidence.

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Data mining and automated prediction: A pedagogical primer for classroom discussion

Cited by 3 publications

References 13 publications

Targeting vulnerable populations: The ethical implications of data mining, automated prediction, and focused marketing

Targeting vulnerable populations: The ethical implications of data mining, automated prediction, and focused marketing

Exploring The World as A Global Family Instead of as A Global Marketplace: Vasudhaiva Kutumbakam in The COVID-19 Environment

Examining the Nexus Between Local Governance Structures and College Students’ Cultural Identity and Confidence-Take Zhejiang as an Example

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