TY - GEN
T1 - Detecting influencers in social networks through machine learning techniques
AU - Makhija, Rishabh
AU - Ali, Syed
AU - Jaya Krishna, R.
N1 - Publisher Copyright:
© Springer Nature Singapore Pte Ltd 2021.
PY - 2021
Y1 - 2021
N2 - The online social networks have given access to a new way of communication in society. Social networking platforms like Facebook, Instagram and Twitter provide different ways to connect and communicate with people around the world, bringing together the ideas from different parts of the world. In every social network, there would be people who would be influential and can influence other people to their idea. Hence, finding an influential person is very important and helps us to spread information more accurately and to more people. In this paper, we worked with machine learning techniques to identify the most influential nodes in the network, studied different methods to determine the best suitable for the network and understood how information cascading techniques can be applied.
AB - The online social networks have given access to a new way of communication in society. Social networking platforms like Facebook, Instagram and Twitter provide different ways to connect and communicate with people around the world, bringing together the ideas from different parts of the world. In every social network, there would be people who would be influential and can influence other people to their idea. Hence, finding an influential person is very important and helps us to spread information more accurately and to more people. In this paper, we worked with machine learning techniques to identify the most influential nodes in the network, studied different methods to determine the best suitable for the network and understood how information cascading techniques can be applied.
UR - http://www.scopus.com/inward/record.url?scp=85087033831&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85087033831&partnerID=8YFLogxK
U2 - 10.1007/978-981-15-3383-9_23
DO - 10.1007/978-981-15-3383-9_23
M3 - Conference contribution
AN - SCOPUS:85087033831
SN - 9789811533822
T3 - Advances in Intelligent Systems and Computing
SP - 255
EP - 266
BT - Advanced Machine Learning Technologies and Applications - Proceedings of AMLTA 2020
A2 - Hassanien, Aboul Ella
A2 - Bhatnagar, Roheet
A2 - Darwish, Ashraf
PB - Springer Gabler
T2 - 5th International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2020
Y2 - 13 February 2020 through 15 February 2020
ER -