Model of User Data Analysis Complex for the Management of Diverse Web Projects during Crises

Федушко, Соломія; Mastykash, Oleg; Syerov, Yuriy; Peráček, Tomáš

doi:10.3390/app10249122

Cited by 17 publications

(8 citation statements)

References 30 publications

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“…Our research objective is to find out how digitalization as a multidimensional phenomenon has influenced the multidimensional phenomenon of corruption in the administrations of the EU states. The results of other researchers (Fedushko et al, 2020;Anderson, 2008;Chaikin and Jason, 2009;Aidt, 2009;Billger and Goel, 2009) are completed with our findings in the EU countries by studying the interdependencies of the following variables: control of corruption; competitiveness; government effectiveness; online services index; e-government; government expenses; e-participation and others.…”

Section: Introductionsupporting

confidence: 53%

"Public Administration Digitalization and Corruption in the EU Member States. A Comparative and Correlative Research Analysis"

Addeo

Kinnunen

2022

TRAS

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"Effective digitalization of public administrations and economies requires rethinking of how e-government and digital services with increasing e-participation can support corruption reduction and social development. This paper aims to study the interdependencies and differences between the multidimensional phenomena of administrative corruption and digitalization in the EU member states. The research methods applied are Canonical Correlation Analysis and Principal Component Analysis. Ten relevant variables for 2019 and 2020 were selected and integrated into this research. The research results showed that digitalization significantly improved the quality of public administrations and reduced corruption. The new composite index designed and determined for EU member states showed a vast gap between the Nordic and Eastern European countries. Our results confirm that the level of e-government was found to be the best predictor of control of corruption and government effectiveness suggesting that digitalized and less corrupt governments also made economies more competitive. The digitization of public administration and services is a strategic objective of EU member states and should become a priority in the new technological era."

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Section: Introductionsupporting

confidence: 53%

"Public Administration Digitalization and Corruption in the EU Member States. A Comparative and Correlative Research Analysis"

Addeo

Kinnunen

2022

TRAS

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“…In the complex and changing network, the data behaviors of users on different social platforms are also very different. Managing user data in different network projects through crisis response models can improve management efficiency and reduce the number of crises (10). The study of government media platforms is helpful for public opinion crisis management of public health emergencies.…”

Section: Introductionmentioning

confidence: 99%

Improving the Communication and Credibility of Government Media in Response to Public Health Emergencies: Analysis of Tweets From the WeChat Official Accounts of 10 Chinese Health Commissioners

Wang

Zhong

et al. 2022

Front. Public Health

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BackgroundA significant public health emergency has appeared worldwide since the beginning of 2020. The spread of negative information about COVID-19 on social media poses a challenge and threat to public health disposition and the credibility of government public opinion.ObjectiveThis study aimed to analyze the rules and characteristics of government media in disseminating information on public emergencies. In addition, find ways and means to improve government media's communication power and credibility.MethodBased on relevant theories and measures of information econometrics, 10 WeChat official accounts of the Chinese government were taken as examples. The Python crawler tool was used to collect data of 10 WeChat official accounts-related tweets. In addition, this study used various tools, such as ROST, UCINET, and SPSS, for statistical analysis and co-word analysis of the data.ResultFrom January 17 to March 31, 2020, 6,612 COVID-19-related tweets were published by 10 WeChat official accounts, which broadcast epidemic overview, epidemic prevention and control, science and disinformation, epidemic assistance, epidemic impact, and negative impact. By analyzing the posting time and content of the tweets, we found that changes in the number of articles posted by the WeChat and changes in content and the progress of the COVID-19 pandemic are nearly synchronized, and most tweets are published at 8:00 am. Furthermore, based on the analytics of high dissemination index and high-frequency words, we propose that there is a significant correlation between the strength of independence and the credibility of the WeChat official account.ConclusionThe three elements of WeChat communication (value, interest, and moving) and the degree of independent innovation of public numbers impact the communication power and credibility of government media. First, if the articles published by the WeChat official account are valuable, interesting, and moving, the communication power of the WeChat official account would get more powerful. Second, increased ability for independent innovation has a positive impact on enhancing the WeChat official account's credibility. Third, government media can improve its governance effects of public health emergencies by enhancing their communication power and credibility.

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“…In the same way, given the complexity of the data's management [51] if we understand that the data is meant to help football teams to increase their performance, it would be necessary to obtain real-time data and thus enhance its usefulness for analysts and coaches. Most of the technical-tactical data in the previous works, however, are obtained after the matches.…”

Section: Discussionmentioning

confidence: 99%

“…One of the limitations of the present study is that it focused only on regular elite leagues in different countries. Thus, several studies potentially use relevant data providers but do not take top-level competitions as a reference [4,51].…”

Section: Discussionmentioning

confidence: 99%

Technical-Tactical Performance from Data Providers: A Systematic Review in Regular Football Leagues

et al. 2021

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In recent years, the number of technology companies providing data to football teams has multiplied. At first, the provided information focused more on physical fitness parameters, but today, ever more data is being generated on technical-tactical performance. The objective of this study was to review the studies on technical-tactical variables based on the information offered by data providers from every country’s regular elite league championship. The review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) standards. A total of 31 studies were selected. LaLiga (27.91%) and the Premier League (18.60%) were the most studied competitions. Amisco was the company with the largest number of studies (54.84%). Descriptive studies (58.06%) predominated over comparative (22.58%) and predictive analyses (19.05%). “Style of play”, “contextual variables” (descriptive analysis), and “demarcation” (comparative analysis) were the most used objectives in the 28 studies reviewed.

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Model of User Data Analysis Complex for the Management of Diverse Web Projects during Crises

Cited by 17 publications

References 30 publications

"Public Administration Digitalization and Corruption in the EU Member States. A Comparative and Correlative Research Analysis"

"Public Administration Digitalization and Corruption in the EU Member States. A Comparative and Correlative Research Analysis"

Improving the Communication and Credibility of Government Media in Response to Public Health Emergencies: Analysis of Tweets From the WeChat Official Accounts of 10 Chinese Health Commissioners

Technical-Tactical Performance from Data Providers: A Systematic Review in Regular Football Leagues

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