Collective Intelligence in Online Education

2018 ◽  
pp. 285-305
Author(s):  
Lesley S. J. Farmer
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Online Education ◽  
Collective Intelligence ◽  
Cultural Factors ◽  
Interactive Mode ◽  
Educational Theories ◽  
Impact Of Technology ◽  
The Impact

Collective intelligence may be loosely defined as the capacity of a group to think, learn, and create collectively. Online education reflects an interactive mode relative to information, particularly because of social media, that can involve expertise and resources that generate collective intelligence to address issues. Several theories reflect a belief in the dynamic and situational meanings that collectives create. The impact of technology, particularly in terms of social networks, also informs collective intelligence-related educational theories. This chapter explains conditions for optimum use of collective intelligence, noting individual and group behaviors, cultural factors, and its application in online education.

Collective Intelligence in Online Education

Crowdsourcing ◽  
2019 ◽  
pp. 1103-1123
Author(s):  
Lesley S. J. Farmer
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Online Education ◽  
Collective Intelligence ◽  
Cultural Factors ◽  
Interactive Mode ◽  
Educational Theories ◽  
Impact Of Technology ◽  
The Impact

Collective intelligence may be loosely defined as the capacity of a group to think, learn, and create collectively. Online education reflects an interactive mode relative to information, particularly because of social media, that can involve expertise and resources that generate collective intelligence to address issues. Several theories reflect a belief in the dynamic and situational meanings that collectives create. The impact of technology, particularly in terms of social networks, also informs collective intelligence-related educational theories. This chapter explains conditions for optimum use of collective intelligence, noting individual and group behaviors, cultural factors, and its application in online education.

The Place of Social Networks in Social Transformation, Technological and Educational Relationships

2019 ◽  
Vol 1 (1) ◽  
pp. 8-16
Author(s):  
Ferit Çakmak
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Social Networking ◽  
Social Transformation ◽  
Social Changes ◽  
The Social ◽  
Educational Relationships ◽  
E Learning ◽  
Impact Of Technology ◽  
The Impact

In this research, the impact of technology on this process has been highlighted following the idea of social change and the phases reached by mankind. Social changes are then dealt with and the circumstances that arise via interaction between the three ideas are articulated in the framework of education, which has a link with technology. The ideas of distant education and e-learning that have been developed are described and the capabilities and impacts of social networking and social media -this links the virtual and real world through Web 2.0- are taken into account on individuals and society. Positive improvements can be made using the potential of social networks in the social changes, technology and education triangle but, if certain matters are ignored, such potential might damage them.

Influence of social networks on business processes’ development

2020 ◽  
Vol 19 (12) ◽  
pp. 2225-2252
Author(s):  
E.V. Popov ◽  
V.L. Simonova ◽  
O.V. Komarova ◽  
S.S. Kaigorodova
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Business Models ◽  
Business Processes ◽  
Digital Economy ◽  
Theoretical Understanding ◽  
Sales Channels ◽  
A Value ◽  
The Impact

Subject. The emergence of new ways of interaction between sellers and buyers, the formation of new sales channels and product promotion based on the use of digital economy tools is at the heart of improving the business processes. Social networks became a tool for development; their rapid growth necessitates theoretical understanding and identification of potential application in enterprise's business process digitalization. Objectives. We explore the role of social media in the digitalization of business processes, systematize the impact of social networks on business processes of enterprises in the digital economy. Methods. The theoretical and methodological analysis of social networks as a tool for digitalization of company's business processes rests on the content analysis of domestic and foreign scientific studies, comparison, generalization and systematization. Results. We highlight the key effects of the impact of social networks on the business processes of the company; show that the digitalization of business processes should be considered in the context of a value-based approach, aimed at creating a value through the algorithmization of company operations. We determine that social networks are one of the most important tools for digitalization of company's business processes, as they have a high organizational and management potential. We also systematize the effects of social media on company's business processes. Conclusions. We present theoretical provisions of the impact of social networks on business processes of enterprises, which will enable to model and organize ideas about the development of digital ecosystems and the formation of business models.

scholarly journals I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance (Student Abstract)

2020 ◽  
Vol 34 (10) ◽  
pp. 13971-13972
Author(s):  
Yang Qi ◽  
Farseev Aleksandr ◽  
Filchenkov Andrey
Keyword(s):  
Machine Learning ◽  
Social Networks ◽  
Social Media ◽  
Social Network ◽  
Model Performance ◽  
User Profiling ◽  
Personalized Recommendation ◽  
Modal Data ◽  
Social Media Networks ◽  
The Impact

Nowadays, social networks play a crucial role in human everyday life and no longer purely associated with spare time spending. In fact, instant communication with friends and colleagues has become an essential component of our daily interaction giving a raise of multiple new social network types emergence. By participating in such networks, individuals generate a multitude of data points that describe their activities from different perspectives and, for example, can be further used for applications such as personalized recommendation or user profiling. However, the impact of the different social media networks on machine learning model performance has not been studied comprehensively yet. Particularly, the literature on modeling multi-modal data from multiple social networks is relatively sparse, which had inspired us to take a deeper dive into the topic in this preliminary study. Specifically, in this work, we will study the performance of different machine learning models when being learned on multi-modal data from different social networks. Our initial experimental results reveal that social network choice impacts the performance and the proper selection of data source is crucial.

scholarly journals Role of Social Media in Radicalizing Protests in Thailand

2021 ◽  
pp. 192-203
Author(s):  
Irina N. Lipilina ◽  
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Constitutional Court ◽  
Digital Space ◽  
The Impact

Throughout 2020 youth protests did not stop in Thailand. They began as a reaction to the dissolution by the Constitutional Court of the New Future party, which is aimed at a youth audience. After the introduction of antiepidemiological restrictions street demonstrations stopped, but the activity of their participants shifted to social networks. In a digital space that is less subject to government censorship, the protest agenda has expanded and escalated significantly. As soon as the ban on demonstrations was lifted, the performances continued, but with more drastic demands, which were originally formulated on social networks. This article examines the impact of social media on the radicalization of youth protest in Thailand.

The Influence of Social Networks on the Choice of a University Brand by Generation Y

2021 ◽  
Vol 4 (62) ◽  
pp. 5-22
Author(s):  
Nargiza Aliyeva ◽  
Gaukhar Mukhamediyeva
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Brand Equity ◽  
Generation Y ◽  
Word Of Mouth ◽  
Social Space ◽  
Electronic Word Of Mouth ◽  
The Impact ◽  
Positive Effect ◽  
University Brand

Social networks are actively penetrating into all spheres of our society. The influence of social media is strongly affected by the younger generation, who spends a lot of time in the virtual social space. The purpose of this study was to study the influence of social networks on the choice of a university brand by representatives of generation Y. The data was collected through an online survey using the Google forms service. The results obtained indicate that social media engagement has a positive effect on brand image. Firm-created and user-generated social media communication have a positive effect on brand equity in Higher Education Institutions. Brand equity positively influences Brand choice intention. The value of this study lies in the fact that it considered the influence of various factors on the formation of the intention of representatives of generation Y to choose brands of universities, taking into account the moderate effect of electronic word of mouth. The results obtained complement the scientific literature on the impact of social media on consumer behavior. The results of this study can help in understanding the choice of students of educational organizations, taking into account the influence of social networks and electronic word of mouth, which can help university marketing departments to promote brands more effectively in the social media space.

Is Social Media Marketing Really Working?

2013 ◽  
pp. 174-193 ◽  
Author(s):  
Felipe Uribe Saavedra ◽  
Josep Rialp Criado ◽  
Joan Llonch Andreu
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Online Social Networks ◽  
Business Performance ◽  
Dynamic Capabilities ◽  
Social Media Marketing ◽  
Marketing Tool ◽  
Use Of Social Media ◽  
Marketing Intensity ◽  
The Impact

Online social networks have become the fastest growing phenomenon on the Internet and firms are beginning to take advantage of them as a marketing tool. However, the strategic importance of social media marketing is not yet clear, given the novelty and the difficulty of measuring its impact on business performance. This study uses data from 191 Spanish firms from several sectors to measure the impact of the intensity of use of social media marketing on the relationship between the dynamic capabilities of market orientation and entrepreneurial orientation, and business performance. The results provide evidence of the moderating effects of social media marketing intensity on the strength of the mentioned relations and the importance of a strong and committed marketing strategy on digital social networks for businesses.

Is Social Media Marketing Really Working?

2014 ◽  
pp. 1260-1279 ◽  
Author(s):  
Felipe Uribe Saavedra ◽  
Josep Rialp Criado ◽  
Joan Llonch Andreu
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Online Social Networks ◽  
Business Performance ◽  
Dynamic Capabilities ◽  
Social Media Marketing ◽  
Marketing Tool ◽  
Use Of Social Media ◽  
Marketing Intensity ◽  
The Impact

Online social networks have become the fastest growing phenomenon on the Internet and firms are beginning to take advantage of them as a marketing tool. However, the strategic importance of social media marketing is not yet clear, given the novelty and the difficulty of measuring its impact on business performance. This study uses data from 191 Spanish firms from several sectors to measure the impact of the intensity of use of social media marketing on the relationship between the dynamic capabilities of market orientation and entrepreneurial orientation, and business performance. The results provide evidence of the moderating effects of social media marketing intensity on the strength of the mentioned relations and the importance of a strong and committed marketing strategy on digital social networks for businesses.

Cross-Cultural Aspects of Collective Intelligence Online

2019 ◽  
pp. 1-21
Author(s):  
Lesley S. J. Farmer
Keyword(s):  
Social Media ◽  
Intellectual Capital ◽  
Collective Intelligence ◽  
Group Interaction ◽  
Cross Cultural ◽  
Collective Knowledge ◽  
Interactive Technologies ◽  
Online Technology ◽  
Interactive Mode ◽  
Cultural Aspects

Today's wisdom society depends on intellectual capital, that is, collective knowledge and informational assets. Increasingly, the global scene reflects a more interactive mode relative to information, particularly because of social media. As heterogeneous groups bring different expertise and perspectives, their gathered and organized knowledge can lead to more informed decisions and resultant actions. This collective intelligence has been transformed with the advent of easily accessible interactive technologies. Adding to the complexity, cross-cultural aspects impact the processes leading to collective intelligence as culture impacts individual and group interaction. This chapter explores the intersection of collective intelligence, online technology, and cross-cultural aspects. The chapter also shares research-based conditions to optimize that intersection.

Social Media, Interfacing Brands in Relation to the Social Media Ecosystem

2017 ◽  
pp. 132-170 ◽  
Author(s):  
Ze Zook ◽  
Ben Salmon
Keyword(s):  
Social Networks ◽  
Social Media ◽  
Relational Model ◽  
Marketing Environment ◽  
The Social ◽  
Inherent Structure ◽  
Interactive Nature ◽  
Social Media Platforms ◽  
Media Ecosystem ◽  
The Impact

Much of the existing research in social media has been directed at examining the consequences of the interactive nature of the evolving medium and communication issues, with little to say about the impact of this medium on brands. Drawing on Fiske's relational model, this current chapter examines the interface between social media and brands, particularly on the breadth and the dimensions of the level of engagement. Social networks, such as Facebook and Twitter, are revolutionising the way companies market their products. New means of interaction and dialogue are used in part because of the inherent structure and features of these social media platforms. The chapter concludes by discussing the implications of the analysis for understanding of new terminology in the evolving marketing environment.

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