Multiple topics evolution model based on similarity of interference
The current researches of evolution model mainly focus on the spread of the individual topics,rarely considering the influential factors between multiple topics.A new topic evolution model was proposed by considering the interference among topics based on SIR model,which characterized by the influen...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2017-09-01
|
| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017204/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841530184253046784 |
|---|---|
| author | Yefei CHEN Xuejun ZHANG Weidong HUANG |
| author_facet | Yefei CHEN Xuejun ZHANG Weidong HUANG |
| author_sort | Yefei CHEN |
| collection | DOAJ |
| description | The current researches of evolution model mainly focus on the spread of the individual topics,rarely considering the influential factors between multiple topics.A new topic evolution model was proposed by considering the interference among topics based on SIR model,which characterized by the influence of the similarity of the topic on the probability of propagation.The experimental results show that within the critical value,the similarity degree of positive and negative trends enhance or hinder the process of topic evolution,and the degree of action varies with the degree of interference nodes,which is expressed as evolutionary consistency under positive similarity and the evolutionary separability under negative similarity.When the critical value is exceeded,the effect of strengthening or hindering tends to saturation. |
| format | Article |
| id | doaj-art-017b49af0ef74a928cfb07ac6e3f09c4 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2017-09-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-017b49af0ef74a928cfb07ac6e3f09c42025-01-15T03:06:08ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012017-09-0133283559599970Multiple topics evolution model based on similarity of interferenceYefei CHENXuejun ZHANGWeidong HUANGThe current researches of evolution model mainly focus on the spread of the individual topics,rarely considering the influential factors between multiple topics.A new topic evolution model was proposed by considering the interference among topics based on SIR model,which characterized by the influence of the similarity of the topic on the probability of propagation.The experimental results show that within the critical value,the similarity degree of positive and negative trends enhance or hinder the process of topic evolution,and the degree of action varies with the degree of interference nodes,which is expressed as evolutionary consistency under positive similarity and the evolutionary separability under negative similarity.When the critical value is exceeded,the effect of strengthening or hindering tends to saturation.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017204/topic evolutionmultiple topicssusceptible-infective-removal modelsimilarity of interference |
| spellingShingle | Yefei CHEN Xuejun ZHANG Weidong HUANG Multiple topics evolution model based on similarity of interference Dianxin kexue topic evolution multiple topics susceptible-infective-removal model similarity of interference |
| title | Multiple topics evolution model based on similarity of interference |
| title_full | Multiple topics evolution model based on similarity of interference |
| title_fullStr | Multiple topics evolution model based on similarity of interference |
| title_full_unstemmed | Multiple topics evolution model based on similarity of interference |
| title_short | Multiple topics evolution model based on similarity of interference |
| title_sort | multiple topics evolution model based on similarity of interference |
| topic | topic evolution multiple topics susceptible-infective-removal model similarity of interference |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017204/ |
| work_keys_str_mv | AT yefeichen multipletopicsevolutionmodelbasedonsimilarityofinterference AT xuejunzhang multipletopicsevolutionmodelbasedonsimilarityofinterference AT weidonghuang multipletopicsevolutionmodelbasedonsimilarityofinterference |