TY - GEN
T1 - Generalizing and Processing Topological Data using Sentence Data Structure
AU - Kim, San
AU - Joo, Eunjung
AU - Ha, Jusung
AU - Kim, Jaekwang
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/1/4
Y1 - 2021/1/4
N2 - Data-processing methods have evolved because of the high demand due to the development of information technology. Specifically, data created by individuals are being generated very rapidly through social-media services, and thus, they assume importance in service personalization. Personal data involve very complex relations and various lists. It is difficult to develop a data system for complex relational lists, using the traditional relational-table model. There are several approaches to addressing this limitation in the relational-table model. The graph structure is one such emerging approach. In graph data, each object in the data constitutes a node, and relations between objects constitute links. The graph data structure has been used in commercial products, such as Google Cayley and Amazon Neptune. In this study, we generalize the graph data structure to a topological data structure and demonstrate a method to transform topological data into a sentence structure. We suggest the use of query functions and provide relevant examples.
AB - Data-processing methods have evolved because of the high demand due to the development of information technology. Specifically, data created by individuals are being generated very rapidly through social-media services, and thus, they assume importance in service personalization. Personal data involve very complex relations and various lists. It is difficult to develop a data system for complex relational lists, using the traditional relational-table model. There are several approaches to addressing this limitation in the relational-table model. The graph structure is one such emerging approach. In graph data, each object in the data constitutes a node, and relations between objects constitute links. The graph data structure has been used in commercial products, such as Google Cayley and Amazon Neptune. In this study, we generalize the graph data structure to a topological data structure and demonstrate a method to transform topological data into a sentence structure. We suggest the use of query functions and provide relevant examples.
KW - Data structure
KW - Graph data
KW - Link-link connection
KW - Sentence structure
KW - Topological data
UR - https://www.scopus.com/pages/publications/85103740365
U2 - 10.1109/IMCOM51814.2021.9377358
DO - 10.1109/IMCOM51814.2021.9377358
M3 - Conference contribution
AN - SCOPUS:85103740365
T3 - Proceedings of the 2021 15th International Conference on Ubiquitous Information Management and Communication, IMCOM 2021
BT - Proceedings of the 2021 15th International Conference on Ubiquitous Information Management and Communication, IMCOM 2021
A2 - Lee, Sukhan
A2 - Choo, Hyunseung
A2 - Ismail, Roslan
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 15th International Conference on Ubiquitous Information Management and Communication, IMCOM 2021
Y2 - 4 January 2021 through 6 January 2021
ER -