Get the Public Opinion from Content Published on the Web/CSM: New Approach Based on Big Data

Author(s):  
Abdelkader Rhouati ◽  
El Hassane Ettifouri ◽  
Mohammed Ghaouth Belkasmi ◽  
Toumi Bouchentouf
2022 ◽  
Vol 2022 ◽  
pp. 1-10
Author(s):  
WenNing Wu ◽  
ZhengHong Deng

Wi-Fi-enabled information terminals have become enormously faster and more powerful because of this technology’s rapid advancement. As a result of this, the field of artificial intelligence (AI) was born. Artificial intelligence (AI) has been used in a wide range of societal contexts. It has had a significant impact on the realm of education. Using big data to support multistage views of every subject of opinion helps to recognize the unique characteristics of each aspect and improves social network governance’s suitability. As public opinion in colleges and universities becomes an increasingly important vehicle for expressing public opinion, this paper aims to explore the concepts of public opinion based on the web crawler and CNN (Convolutional Neural Network) model. Web crawler methodology is utilised to gather the data given by students of college and universities and mention them in different dimensions. This CNN has robust data analysis capability; this proposed model uses the CNN to analyse the public opinion. Preprocessing of data is done using the oversampling method to maximize the effect of classification. Through the association of descriptions, comprehensive utilization of image information like user influence, stances of comments, topics, time of comments, etc., to suggest guidance phenomenon for various schemes, helps to enhance the effectiveness and targeted social governance of networks. The overall experimentation was carried out in python here in which the suggested methodology was predicting the positive and negative opinion of the students over the web crawler technology with a low rate of error when compared to other existing methodology.


1996 ◽  
Vol 5 (1) ◽  
pp. 29-40 ◽  
Author(s):  
Jiro Shibata

The public's attitude towards different areas of scientific research is an important element in formulating science and technology policy. This paper proposes a new approach to surveying public opinion on specific areas of scientific research. A preliminary study was conducted using this approach that found a difference of opinion between scientists and the public, demonstrating the significance of this kind of survey. Through conducting a regression analysis of the results of the survey, it is concluded that the most suitable way of grasping public opinion is to ask a question about the respondents' wish for the early realization of a scientific objective.


2020 ◽  
Vol 4 (1) ◽  
pp. 1-10
Author(s):  
Matthew Wranovix ◽  
Mary Isbell

This paper describes a new approach to the common read at the University of New Haven, USA. Faculty and students choose a text in the public domain, place it on the web, and ask incoming first-year honors students to annotate the text collaboratively using Hypothesis. The choice of text, placement on the web, and editorial introduction can all affect rates of participation and the type of annotations that students choose to share. This method is a low-cost way of creating space for a social intellectual experience prior to arriving on campus.


Author(s):  
Yijun Gao

With the help of webometrics techniques, we could explore whether or not the Web surfer’s online interest reflects the public opinion off-line. This paper investigates the Chinese Web user’s interest regarding the United States and Japan, and demonstrates that Web server log data could be a good source for us to gauge the public opinion on specific domestic and international issues.À l'aide de techniques webométriques, nous avons pu déterminer si les intérêts des internautes reflétaient l'opinion publique hors ligne. Cette communication porte sur les intérêts des internautes chinois pour les États-Unis et le Japon et démontre que les données des journaux de serveurs web peuvent être utiles pour prendre le pouls de l'opinion publique sur certains enjeux nationaux et internationaux.


2014 ◽  
Vol 35 (3) ◽  
pp. 158-165 ◽  
Author(s):  
Christian Montag ◽  
Konrad Błaszkiewicz ◽  
Bernd Lachmann ◽  
Ionut Andone ◽  
Rayna Sariyska ◽  
...  

In the present study we link self-report-data on personality to behavior recorded on the mobile phone. This new approach from Psychoinformatics collects data from humans in everyday life. It demonstrates the fruitful collaboration between psychology and computer science, combining Big Data with psychological variables. Given the large number of variables, which can be tracked on a smartphone, the present study focuses on the traditional features of mobile phones – namely incoming and outgoing calls and SMS. We observed N = 49 participants with respect to the telephone/SMS usage via our custom developed mobile phone app for 5 weeks. Extraversion was positively associated with nearly all related telephone call variables. In particular, Extraverts directly reach out to their social network via voice calls.


2012 ◽  
pp. 24-47
Author(s):  
V. Gimpelson ◽  
G. Monusova

Using different cross-country data sets and simple econometric techniques we study public attitudes towards the police. More positive attitudes are more likely to emerge in the countries that have better functioning democratic institutions, less prone to corruption but enjoy more transparent and accountable police activity. This has a stronger impact on the public opinion (trust and attitudes) than objective crime rates or density of policemen. Citizens tend to trust more in those (policemen) with whom they share common values and can have some control over. The latter is a function of democracy. In authoritarian countries — “police states” — this tendency may not work directly. When we move from semi-authoritarian countries to openly authoritarian ones the trust in the police measured by surveys can also rise. As a result, the trust appears to be U-shaped along the quality of government axis. This phenomenon can be explained with two simple facts. First, publicly spread information concerning police activity in authoritarian countries is strongly controlled; second, the police itself is better controlled by authoritarian regimes which are afraid of dangerous (for them) erosion of this institution.


2020 ◽  
pp. 316-328
Author(s):  
Vincenzo Susca

Contemporary communicative platforms welcome and accelerate a socio-anthropological mutation in which public opinion (Habermas, 1995) based on rational individuals and alphabetic culture gives way to a public emotion whose emotion, empathy and sociality are the bases, where it is no longer the reason that directs the senses but the senses that begin to think. The public spheres that are elaborated in this way can only be disjunctive (Appadurai, 2001), since they are motivated by the desire to transgress the identity, political and social boundaries where they have been elevated and restricted. The more the daily life, in its local intension and its global extension, rests on itself and frees itself from projections or infatuations towards transcendent and distant orders, the more the modern territory is shaken by the forces that cross it and pierce it. non-stop. The widespread disobedience characterizing a significant part of the cultural events that take place in cyberspace - dark web, web porn, copyright infringement, trolls, even irreverent ... - reveals the anomic nature of the societal subjectivity that emerges from the point of intersection between technology and naked life. Behind each of these offenses is the affirmation of the obsolescence of the principles on which much of the modern nation-states and their rights have been based. Each situation in which a tribe, cloud, group or network blends in a state of ecstasy or communion around shared communications, symbols and imaginations, all that surrounds it, in material, social or ideological terms, fades away. in the air, being isolated by the power of a bubble that in itself generates culture, rooting, identification: transpolitic to inhabit


1999 ◽  
Author(s):  
C. Dumschat ◽  
J. Callaghan ◽  
R. Cockerline ◽  
L. Davison
Keyword(s):  

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