Public Opinion on Dockless Bike Sharing: A Machine Learning Approach

2019 ◽  
Vol 2673 (4) ◽  
pp. 195-204 ◽  
Author(s):  
Ali Rahim Taleqani ◽  
Jill Hough ◽  
Kendall E. Nygard
Keyword(s):  
Decision Making ◽  
Social Media ◽  
Public Opinion ◽  
Transportation Planning ◽  
Media Technologies ◽  
Advantages And Disadvantages ◽  
Machine Learning Approach ◽  
Bike Sharing ◽  
Planning Processes ◽  
The Impact

Dockless bike sharing is an emerging paradigm. Like many other technologies, it brings advantages and disadvantages to communities. Further investigation into public opinion will shed light on the impact of this technology on communities and provide input to city authorities for transportation planning. Transportation planning processes can be enhanced by engaging the community through social media technologies. Social media like Twitter, Facebook, and other microblogging media have been used for planning, but have not been extensively evaluated for that purpose. This study examined approximately 32,000 posts on Twitter to assess public opinion on dockless bike-sharing systems. Using a mix of text mining and statistical techniques, we examined relevant posts to determine the sentiment polarity of tweets, the underlying topics in the tweets, and the extent of engagement and impact on the decision-making process. Results given by two different sentiment algorithms show that there is more positive than negative polarity across the algorithms. Also, the findings show that the underlying topics in tweets include electric scooters, private e-hailing companies, and blockage of sidewalks, among others. The results indicate that the dockless shared mobility models are potentially useful in generating participation, but faced substantial technical, analytical, and communication barriers to influencing decision-making.

scholarly journals The Impact of Social Media Use on Consumers’ Restaurant Consumption Experiences: A Qualitative Study

2021 ◽  
Vol 13 (12) ◽  
pp. 6581
Author(s):  
Jooyoung Hwang ◽  
Anita Eves ◽  
Jason L. Stienmetz
Keyword(s):  
Decision Making ◽  
Social Media ◽  
Selection Process ◽  
Decision Making Process ◽  
Structured Interviews ◽  
High Standards ◽  
Tourism And Hospitality Industry ◽  
Tourism And Hospitality ◽  
Search For Information ◽  
The Impact

Travellers have high standards and regard restaurants as important travel attributes. In the tourism and hospitality industry, the use of developed tools (e.g., smartphones and location-based tablets) has been popularised as a way for travellers to easily search for information and to book venues. Qualitative research using semi-structured interviews based on the face-to-face approach was adopted for this study to examine how consumers’ restaurant selection processes are performed with the utilisation of social media on smartphones. Then, thematic analysis was adopted. The findings of this research show that the adoption of social media on smartphones is positively related with consumers’ gratification. More specifically, when consumers regard that process, content and social gratification are satisfied, their intention to adopt social media is fulfilled. It is suggested by this study that consumers’ restaurant decision-making process needs to be understood, as each stage of the decision-making process is not independent; all the stages of the restaurant selection process are organically connected and influence one another.

Mimoprávní vlivy na rozhodování českého Ústavního soudu

2021 ◽  
Author(s):  
Hubert Smekal ◽  
Jaroslav Benák ◽  
Monika Hanych ◽  
Ladislav Vyhnánek ◽  
Štěpán Janků
Keyword(s):  
Decision Making ◽  
Public Opinion ◽  
Strategic Decision ◽  
Strategic Decision Making ◽  
Constitutional Court ◽  
Judicial Decision ◽  
Judicial Decision Making ◽  
The Media ◽  
Book Studies ◽  
The Impact

The book studies other than purely legal factors that influence the Czech Constitutional Court judges in their decision-making. The publication is inspired by foreign models of judicial decision-making and discusses their applicability in the Czech environment. More specifically, it focuses, for example, on the influence of the judge’s personality, collegiality, strategic decision-making or the impact of public opinion and the media. The book is based mainly on interviews with current constitutional judges.

scholarly journals The Impact of digitization on the religious sphere: televangelism as an example

2014 ◽  
Vol 4 (2) ◽  
pp. 189
Author(s):  
Shaimma El Naggar
Keyword(s):  
Social Media ◽  
Digital Media ◽  
First Century ◽  
Religious Expression ◽  
Media Technologies ◽  
Social Media Networks ◽  
Twenty First Century ◽  
Nuanced Understanding ◽  
Muslim Communities ◽  
The Impact

<p>Over the past few decades, televangelism has emerged as one important media phenomenon, inter alia, among Muslim communities. As a phenomenon, televangelism is interesting in many respects; it is a manifestation of the phenomenon of "info-tainment" as televangelists integrate entertainment features such as sound effects and music in their sermons. It is also a manifestation of the rise of the celebrity culture as televangelists have become 'media celebrities' with thousands of hundreds of fans and followers on social media networks.</p><p> </p><p>Thematically, this study is divided into two main sections. First. I delineate the characteristics of televangelism as a novel form of religious expression in which televangelists adopt a modern style and use colloquial language; and in which televangelists present religion as a source of individual change. I have argued that these features seem to have granted televangelists popularity particularly among Muslim youth who view televangelism as a new form of religious expression that is modern in appearance and relevant to their everyday lives.</p><p>The study has further highlighted the importance of digital media technologies in popularizing televangelists' programmes and sermons. Drawing on two case studies of popular televangelists, namely Amr Khaled and Hamza Yusuf, the study has shown that televangelists draw on a plethora of digital media tools to extend the visibility of their programmes including websites and social media networks. The study has found that televangelists' fans play an important role in popularizing televangelists' programmes. Moreover, the study relates televangelism to the rise of digital Islam. The study has argued that digitization and the increase of literacy rates have changed the structure of religious authority in the twenty first century, giving rise to new voices that are competing for authority. </p><p>Having provided an explanatory framework for the phenomenon of televangelism, the study moves in the second section to critique televangelism as an 'info-tainment' phenomenon.</p>Drawing on Carrette and King's <em>Selling Spirituality, </em>one issue that the study raises is the extent to which televangelism fits into the modern form of 'spiritualities'. Rather than being a critical reflection of the consumer culture, modern spiritualities seem to 'smooth out' resistance to the hegemony of capitalism and consumerism. I have proposed that it is through a content-related analysis of televangelists' sermons that one can get a nuanced understanding of how the discourses of particular televangelists can possibly relate to dominant (capitalist) ideologies, how structures of power are represented in their discourses and what their texts may reveal about the socio-historical contexts of Muslims in the twenty first century.

scholarly journals Social media marketing and business competitiveness: evidence from South African tourism SMMEs

2017 ◽  
Vol 15 (2) ◽  
pp. 411-423 ◽  
Author(s):  
Patient Rambe
Keyword(s):  
Social Media ◽  
South African ◽  
Tourism Industry ◽  
Online Marketing ◽  
Social Media Marketing ◽  
Competitive Strategies ◽  
Media Technologies ◽  
Business Competitiveness ◽  
Medium Enterprises ◽  
The Impact

The increasing prominence of social media marketing in advancing the global reach and visibility of products and services is ideal for the South African tourism industry, which depends on local and international visitors for leveraging its business activities and competitiveness. However, what remains under-explored in tourism literature is the depth of integration of social media marketing into the competitive strategies of emerging tourism small, micro and medium enterprises (SMMEs). To address this grey area, this study explored the extent to which tourism SMMEs utilize social media technologies (SMTs) to extend their market share and the implications thereof for the competitiveness of their business operations. Drawing on a quantitative approach, a survey was conducted on 234 tourism SMMEs’ owner/managers in the Free State province of South Africa to establish the impact of social media marketing on the competitiveness of their businesses. Evidence suggests that tourism SMMEs employed social media marketing predominantly for online marketing of their products/services, promoting their products/services, attracting existing customers, and sometimes, for integrating it into their marketing strategies. Results of correlation analysis revealed that social media marketing is positively and significantly related to the competitiveness of tourism SMMEs. The recommendations for leveraging the integration of social media marketing into the competitive strategy of the small business are provided.

scholarly journals The impact of credibility of influencers recommendations on social media on consumers behavior towards brands

2021 ◽  
Vol 54 (3-4) ◽  
pp. 181-196
Author(s):  
Piotr Kwiatek ◽  
Radoslav Baltezarević ◽  
Stavros Papakonstantinidis
Keyword(s):  
Social Media ◽  
Public Opinion ◽  
Virtual Environment ◽  
Word Of Mouth ◽  
Consumer Attitudes ◽  
Time Frame ◽  
Target Market ◽  
Online Environment ◽  
Purchasing Decisions ◽  
The Impact

Companies are becoming increasingly aware of the importance and opportunities provided by social media in order to communicate faster and more efficiently with their consumers. In order to convey the message about the value of their brands to their target market, organizations hire influential people who are considered to be the creators of public opinion in a virtual environment. Nowadays, social media are crowded with micro and macro influencers, or at least those who present themselves as such. Their main job is to represent and recommend brands to other users (their followers) and thus influence consumer attitudes about brands and possibly strengthen their purchasing decisions. Very often, influencers on social media are hired by companies to promote their brands for a fee. In order to have more control over their communication activities, companies provide them, in advance, with the content they want to be conveyed to consumers, but also the time frame when the message should be launched. In this way, organizations try to reduce the risk of turning electronic word-of-mouth (EWOM) communication into a negative one. In order for consumers to trust the recommendations of influencers on social media, these people need to have significant expertise in a certain area, charisma and respect from other users, so that their credibility affects the value of content and recommendations they place in the online environment. The aim of this paper is to present the attitudes of respondents who use social media websites about the impact of the credibility of influencers' recommendations on social media, and their opinion on whether and in what way their credibility influences consumer attitudes towards brands.

scholarly journals THE INFLUENCE OF SOCIAL MEDIA ON STUDENT MORAL PERFORMANCE

2021 ◽  
Vol 6 (42) ◽  
pp. 74-82
Author(s):  
Mohd Fadhil Aziz ◽  
Mardzelah Makhsin
Keyword(s):  
Social Media ◽  
Research Method ◽  
Media Use ◽  
Female Students ◽  
Educational Institutions ◽  
Social Media Use ◽  
Advantages And Disadvantages ◽  
Library Research ◽  
Moral Performance ◽  
The Impact

The impact of social media use on behavior among Students of Higher Education institutions nowadays needs to be given serious attention. Many teenagers are influenced by the views shared on social media and cause the emergence of negative behavior problems at home or in educational institutions. The existence of these problems among teenagers is definitely a factor or cause that needs to be identified. Therefore, this study was conducted to identify the level of frequency of social media use and its relationship with the appearance of behavior among community college students in terms of socializing, communication, dressing, and entertainment. Social media and its impact on adolescents is a very broad issue and needs to be studied in depth all the time as its development and rapidity are always happening. The research only focused on three types of social media like Facebook, Youtube, and Instagram. This study was conducted qualitatively using the library research method by making research on books and journals. The findings that have been identified show that there are many advantages and disadvantages of social media for adolescents, especially in the aspects studied. This study is very important because it can make students aware that social media can influence negative morals and help all educators at all levels improve their teaching system by emphasizing the relevant elements to avoid negative social problems among male and female students.

scholarly journals THE ROLE OF SOCIAL MEDIA ON MIGRATION DECISION-MAKING PROCESSES: Case of Indonesian Student in University of Groningen

2018 ◽  
Vol 6 (1) ◽  
pp. 515
Author(s):  
Inayah Hidayati
Keyword(s):  
Decision Making ◽  
Social Media ◽  
Migration Decision ◽  
Decision Making Process ◽  
Migration Behavior ◽  
Interview Guide ◽  
Destination Area ◽  
Decision Making Processes ◽  
The Impact

Objective: This research aims to explain the impact of social media on the migration decision-making process of Indonesian student migrants in University of Groningen who used a social media account. In detail, this research will consider the role of social media in the migration decision-making process of students who emigrated from Indonesia and how they uses social media in the context of the migration decision-making process. Methods: The data collected included qualitative data from in-depth interviews and supported by study literatures. An interview guide was formulated to facilitate the indepth interviews and generate a better understanding of migration behavior. Expectation: Social media help Indonesian student migrants on migration decision making process and they use social media for searching information about destination area. Result: Student migrant in University of Groningen use their social media to gain information before they choose that university for study. They use Facebook to making contact with their friends and collagues in the destination country. Student group on Facebook help Indonesian student to get information about school and daily life.

scholarly journals Impact of Social Media on Modern Society: An Empirical Research of Haryana

2020 ◽  
pp. 139-143
Keyword(s):  
Social Media ◽  
Empirical Research ◽  
Modern Society ◽  
Purposive Sampling ◽  
Advantages And Disadvantages ◽  
Education Group ◽  
Study Researcher ◽  
The People ◽  
The Impact

Social media is very useful in present scenario. It is powerful medium to circulate all informations in present time. The whole world becomes a village through social media. The study examines the impact of social media on society in Haryana. This study was conducted in Rohtak district of Haryana. The interview scheduled method was employed. In this study, 240 respondents were selected by purposive sampling. The objectives of the study were to find out the attitude of the people towards reliability of social media; to know the attitude of the people about advantages and disadvantages of social media. On the basis of this study researcher found that the youth belonged to different age, and education group indicate their varied responses on impact of social media on society.

Sign in / Sign up

Export Citation Format

Share Document