Does my Social Media Burn? – Identify Features for the Early Detection of Company-related Online Firestorms on Twitter

Koch, Kevin M.; Dippel, Alexander; Schümann, Matthias

doi:10.1016/j.osnem.2021.100151

Cited by 8 publications

(2 citation statements)

References 24 publications

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“…The model estimation was based on Newton-Raphson, while the link function g for which η_i = g(µ_i) and for n cross-section data. The function g was the selected function that, in our case, was the logit function [27]. In the case that η_i = g(µ_i) = µ_i.…”

Section: Generalized Linear Modelsmentioning

confidence: 99%

ESG Controversies: A Quantitative and Qualitative Analysis for the Sociopolitical Determinants in EU Firms

et al. 2022

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Environmental, Social, and Governance (ESG) criteria are novel and exciting tools of corporate disclosure for decision making. Using quantitative and qualitative analyses, the present study examined the key characteristics and trends of ESG controversies in the European market. At the same time, it identified the controversies’ determinants. A bibliometric analysis was the qualitative method employed on the data derived from Scopus using Biblioshiny software, an R package. The quantitative analysis involved an international sample of 2278 companies headquartered in Europe from 2017–2019 being studied using a Generalized Linear Model. The findings of this research highlighted the role of the “S” and the “G” dimensions of the ESG controversies as the most crucial in affecting controversies. Women are under-represented in the business hierarchy, but their natural characteristics such as friendliness and peaceability lead to a low level of illegal business practices. However, independent of gender, executives have personal gains that they want to satisfy. Thus, executives may become involved in unethical practices and harm their colleagues and the business’s reputation. On the other hand, democracy emerged as one of the most disputed factors. Democracy gives people the voice to express themselves and publicly support their ideas without restrictions. Although, the regression results showed that democracy is not always operated as the “pipe of peace” and can affect, to some extent, controversies.

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Section: Generalized Linear Modelsmentioning

confidence: 99%

ESG Controversies: A Quantitative and Qualitative Analysis for the Sociopolitical Determinants in EU Firms

et al. 2022

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“…They offer networking to new markets and unlimited free exposure to anyone who knows their secrets and can tap into their potential. Social networking not only helps promote business, but also provides the privilege of learning from others [48]. In addition, the use of social media is a consequence of the greater use of emerging technologies, which lead to the flourish of e-commerce and digital entrepreneurship too.…”

Section: Key Word Analysismentioning

confidence: 99%

Investigating the Strategic Role of Digital Transformation Path of SMEs in the Era of COVID-19: A Bibliometric Analysis Using R

2022

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The COVID-19 pandemic and the subsequent increased use of digital tools can be seen as an incentive for small and medium-sized enterprises (SMEs) to adapt to the digital age. SMEs, whose resilience and adaptability had already been tested during the previous period of the global financial crisis, were called upon to face a new emergency. The aim of this paper is twofold: (i) to investigate the evolution of digital transformation in small and medium enterprises during the pandemic of COVID-19 and (ii) to highlight the main research trends of digital transformation in the post-pandemic era. To approach these issues, a bibliometric analysis based on R package was conducted and examined 765 articles that were published in the timespan of 2014–2022. In the current bibliometric analysis, a range of indicators were applied, such as co-citation analysis of both sources and institutions, the annual scientific production, country collaboration map, world tree map and Multiple Correspondence Analysis. The bibliometric software of Biblioshiny and VOSviewer were used as the main tools to process the data and contributed to the visualization of the results. Findings of the research show that emerging technologies such as blockchain, artificial intelligence, machine learning and 3D printing have started integrating SMEs in their business models. In addition, the technology–organization–environment framework (TOE) has emerged as a niche theme in the research field of digital transformation of SMEs. The above reveals the willingness and the effort of SMEs to adapt to the new circumstances created by the pandemic of COVID-19, by transforming their business models from conventional to digital one. The social media model is also highlighted, as a new product development of SMEs during the crisis of pandemic of COVID-19. The intention to adopt both TOE business model and social media are significantly influenced by emerging technologies and can raise the awareness of government to support SMEs in this effort.

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RunMax: fake profile classification using novel nonlinear activation in CNN

Wanda

2022

Soc. Netw. Anal. Min.

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Does my Social Media Burn? – Identify Features for the Early Detection of Company-related Online Firestorms on Twitter

Cited by 8 publications

References 24 publications

ESG Controversies: A Quantitative and Qualitative Analysis for the Sociopolitical Determinants in EU Firms

ESG Controversies: A Quantitative and Qualitative Analysis for the Sociopolitical Determinants in EU Firms

Investigating the Strategic Role of Digital Transformation Path of SMEs in the Era of COVID-19: A Bibliometric Analysis Using R

RunMax: fake profile classification using novel nonlinear activation in CNN

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