@article{ART002680440},
author={Eun-Sook Cho},
title={A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2021},
volume={26},
number={1},
pages={163-170},
doi={10.9708/jksci.2021.26.01.163}
TY - JOUR
AU - Eun-Sook Cho
TI - A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents
JO - Journal of The Korea Society of Computer and Information
PY - 2021
VL - 26
IS - 1
PB - The Korean Society Of Computer And Information
SP - 163
EP - 170
SN - 1598-849X
AB - As a big data is being used in various industries, big data market is expanding from hardware to infrastructure software to service software. Especially it is expanding into a huge platform market that provides applications for holistic and intuitive visualizations such as big data meaning interpretation understandability, and analysis results. Demand for big data extraction and analysis using social media such as SNS is very active not only for companies but also for individuals. However despite such high demand for the collection and analysis of social media data for user trend analysis and marketing, there is a lack of research to address the difficulty of dynamic interlocking and the complexity of building and operating software platforms due to the heterogeneity of various social media service interfaces. In this paper, we propose a method for developing a framework to operate the process from collection to extraction and classification of social media data. The proposed framework solves the problem of heterogeneous social media data collection channels through adapter patterns, and improves the accuracy of social topic extraction and classification through semantic association-based extraction techniques and topic association-based classification techniques.
KW - Social Media Data’s Collection and Analysis;Framework;Semantic Association-based Extraction;Topic Association-based Classification
DO - 10.9708/jksci.2021.26.01.163
ER -
Eun-Sook Cho. (2021). A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents. Journal of The Korea Society of Computer and Information, 26(1), 163-170.
Eun-Sook Cho. 2021, "A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents", Journal of The Korea Society of Computer and Information, vol.26, no.1 pp.163-170. Available from: doi:10.9708/jksci.2021.26.01.163
Eun-Sook Cho "A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents" Journal of The Korea Society of Computer and Information 26.1 pp.163-170 (2021) : 163.
Eun-Sook Cho. A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents. 2021; 26(1), 163-170. Available from: doi:10.9708/jksci.2021.26.01.163
Eun-Sook Cho. "A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents" Journal of The Korea Society of Computer and Information 26, no.1 (2021) : 163-170.doi: 10.9708/jksci.2021.26.01.163
Eun-Sook Cho. A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents. Journal of The Korea Society of Computer and Information, 26(1), 163-170. doi: 10.9708/jksci.2021.26.01.163
Eun-Sook Cho. A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents. Journal of The Korea Society of Computer and Information. 2021; 26(1) 163-170. doi: 10.9708/jksci.2021.26.01.163
Eun-Sook Cho. A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents. 2021; 26(1), 163-170. Available from: doi:10.9708/jksci.2021.26.01.163
Eun-Sook Cho. "A Development Method of Framework for Collecting, Extracting, and Classifying Social Contents" Journal of The Korea Society of Computer and Information 26, no.1 (2021) : 163-170.doi: 10.9708/jksci.2021.26.01.163
