Inicio  /  Information  /  Vol: 13 Par: 10 (2022)  /  Artículo
ARTÍCULO
TITULO

An Examination of Classical Art Impact and Popularity through Social Media Emotion Analysis of Art Memes and Museum Posts

Sofia Vlachou and Michail Panagopoulos    

Resumen

On Instagram, we have all seen memes. Honestly, what would you do if you encountered a meme in a museum? The purpose of the study is to evaluate the nexus between posts uploaded by museum visitors and emotions, as well as the popularity of artworks and memes. We gathered N = 4.526 (N = 1.222 for memes and N = 3.304 for museum posts) entire posts using API. We selected the total number of likes, comments, frequency, nwords, and text emotions as indicators for several supervised machine learning tasks. Moreover, we used a ranking algorithm to measure meme and artwork popularity. Our experiments revealed the most prevalent emotions in both the memes dataset and museum posts dataset. The ranking task showed the most popular meme and museum post, respectively, that can influence the aesthetic experience and its popularity. This study provided further insight into the social media sphere that has had a significant effect on the aesthetic experience of museums and artwork?s popularity. As a final point, we anticipate that our outcomes will serve as a springboard for future studies in social media, art, and cultural analytics.

 Artículos similares

       
 
Danica Zendulková, Gabriela Gavurníková, Anna Krivjanska, Zuzana Stanáková, Andrea Putalová and Mária Janková    
The article presents an intention to examine the possibilities of processing data on the representation of women in science and research from data collected in Slovakia as part of the Gender Equality Plan. The methodology follows the declared intention a... ver más
Revista: Information

 
Abdelraouf Ishtaiwi, Feda Alshahwan, Naser Jamal, Wael Hadi and Muhammad AbuArqoub    
For decades, the use of weights has proven its superior ability to improve dynamic local search weighting algorithms? overall performance. This paper proposes a new mechanism where the initial clause?s weights are dynamically allocated based on the probl... ver más
Revista: Algorithms

 
Bardia Yousefi, Hamed Akbari, Michelle Hershman, Satoru Kawakita, Henrique C. Fernandes, Clemente Ibarra-Castanedo, Samad Ahadian and Xavier P. V. Maldague    
Early diagnosis of breast cancer unequivocally improves the survival rate of patients and is crucial for disease treatment. With the current developments in infrared imaging, breast screening using dynamic thermography seems to be a great complementary m... ver más
Revista: Applied Sciences

 
Xiaodong Wang, Yining Zhao, Haili Xiao, Xiaoning Wang and Xuebin Chi    
Logs record valuable data from different software and systems. Execution logs are widely available and are helpful in monitoring, examination, and system understanding of complex applications. However, log files usually contain too many lines of data for... ver más
Revista: Applied Sciences

 
Cecilia Di Ruberto, Andrea Loddo and Giovanni Puglisi    
In microscopy, laboratory tests make use of cell counters or flow cytometers to perform tests on blood cells, like the complete blood count, rapidly. However, a manual blood smear examination is still needed to verify the counter results and to monitor p... ver más
Revista: Applied Sciences