@inproceedings{a323434f684f4b5893140e9c86f99be3,
title = "Analysis of Centrality Concepts Applied to Real-World Big Graph Data",
abstract = "Graphs are mathematical models to represent relationships, and graph theories have an important role in recent research in the computer science area. These days, there are many kinds of graph-structured data such as social network service and biological and location data. And the graph data are now easily considered big data. Analyzing such graph data is an important problem. In this paper, we apply four major centralities and PageRank algorithms to real-world undirected graph data and find some empirical relationships and features of the algorithms. The results can be the starting point of many data-driven and theoretical link-based graph studies as well as social network service analysis.",
keywords = "Graph centrality, Graph mining, PageRank",
author = "Soyeon Oh and Kyeongjoo Kim and Minsoo Lee",
note = "Funding Information: Acknowledgements This research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2017R1D1A1B03034691). This work was supported by the “Convergence Female Talent Education Project for Next Generation Industries” through the MSIP and NRF (2015H1C3A1064579). Funding Information: This research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2017R1D1A1B03034691). This work was supported by the “Convergence Female Talent Education Project for Next Generation Industries” through the MSIP and NRF (2015H1C3A1064579). Publisher Copyright: {\textcopyright} 2019, Springer Nature Singapore Pte Ltd.; null ; Conference date: 20-10-2018 Through 21-10-2018",
year = "2019",
doi = "10.1007/978-981-13-6861-5_52",
language = "English",
isbn = "9789811368608",
series = "Advances in Intelligent Systems and Computing",
publisher = "Springer Verlag",
pages = "619--627",
editor = "Mishra, {Krishn K.} and Bhatia, {Sanjiv K.} and Trivedi, {Munesh C.} and Shailesh Tiwari",
booktitle = "Advances in Computer Communication and Computational Sciences - Proceedings of IC4S 2018",
}