Analysis of large data classification based on knowledge element in micro-blog short text

DOI

10.2991/amcce-17.2017.188How to use a DOI?

Keywords

behavioral habits; content correction; micro-blog short text; decision; figurative emotion; statistical model

Abstract

A statistical analysis method of figurative emotion of decision on micro-blog short text based on content correction is proposed in the Thesis. Based on emotional analysis and statistics of micro-blog short text, model of figurative method on micro-blog short text based on emotion is created when using decision and corrected by combining with content statistic model. Finally, performance advantages of the proposed algorithm on cosine similarity index are verified by experiments. Classification of the highest similarity pattern of micro-blog short text is realized, and it is corrected by using method of content model. At last, performance advantages of the proposed method on figurative statistics and analysis is verified by experiments.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Wendong Xia
AU  - Yuanfeng Liu
AU  - DeLi Chen
PY  - 2017/03
DA  - 2017/03
TI  - Analysis of large data classification based on knowledge element in micro-blog short text
BT  - Proceedings of the 2017 2nd International Conference on Automation, Mechanical Control and Computational Engineering (AMCCE 2017)
PB  - Atlantis Press
SP  - 1051
EP  - 1056
SN  - 2352-5401
UR  - https://doi.org/10.2991/amcce-17.2017.188
DO  - 10.2991/amcce-17.2017.188
ID  - Xia2017/03
ER  -