An effective information filtering method based on the LTE network
Title | An effective information filtering method based on the LTE network |
Publication Type | Conference Paper |
Year of Publication | 2015 |
Authors | Dou, Huijing, Bian, Tingting |
Conference Name | 2015 4th International Conference on Computer Science and Network Technology (ICCSNT) |
Date Published | dec |
Keywords | 4G LTE high-speed network, 4G LTE network, 4G mobile communication, AdaBoost, Bayes methods, Bayesian classification, Classification algorithms, content-based filter, content-based information filtering, Data analysis, filtering algorithms, filtering theory, five-tuple filter, four-level content-based information filtering, information filtering, information filtering method, Information filters, information technology, KNN (Key Nearest Neighbor), learning (artificial intelligence), Long Term Evolution, LTE, LTE network, minimum-risk Bayesian classification, mobile computing, nearest neighbor text classification, Network security, pubcrawl170107, pubcrawl170108, Training |
Abstract | With the rapid development of the information technology, more and more high-speed networks came out. The 4G LTE network as a recently emerging network has gradually entered the mainstream of the communication network. This paper proposed an effective content-based information filtering based on the 4G LTE high-speed network by combing the content-based filter and traditional simple filter. Firstly, raw information is pre-processed by five-tuple filter. Secondly, we determine the topics and character of the source data by key nearest neighbor text classification after minimum-risk Bayesian classification. Finally, the improved AdaBoost algorithm achieves the four-level content-based information filtering. The experiments reveal that the effective information filtering method can be applied to the network security, big data analysis and other fields. It has high research value and market value. |
URL | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7490996&isnumber=7490694 |
DOI | 10.1109/ICCSNT.2015.7490996 |
Citation Key | dou_effective_2015 |
- information filtering method
- Training
- pubcrawl170108
- pubcrawl170107
- network security
- nearest neighbor text classification
- mobile computing
- minimum-risk Bayesian classification
- LTE network
- LTE
- Long Term Evolution
- learning (artificial intelligence)
- KNN (Key Nearest Neighbor)
- information technology
- Information filters
- 4G LTE high-speed network
- information filtering
- four-level content-based information filtering
- five-tuple filter
- filtering theory
- filtering algorithms
- data analysis
- content-based information filtering
- content-based filter
- Classification algorithms
- Bayesian classification
- Bayes methods
- AdaBoost
- 4G mobile communication
- 4G LTE network