University Teachers' Professional Title Evaluation Prediction Mode Based on LVQ Neural Network
- Jigang Zhang, Na Liang
- Corresponding Author
- Jigang Zhang
Available Online October 2013.
- https://doi.org/10.2991/isca-13.2013.18How to use a DOI?
- university teachers’ professional title evaluation. LVQ neural network
- At present, university teachers’ professional title evaluation is still mainly based on the qualitative analysis in our country, having their limitation, for example low efficiency, tedious process, complex operation and so on. On the basis of the Learning vector quantization neural network(LVQ), a new model for university teachers’ professional title evaluation is proposed. The paper has constructed the nonlinear mapping relationship between evaluation materials and promotion to evaluate university teachers’ professional title, using LVQ’s advantages of simple network structure, self- learning, self- organization, and nonlinear classification processing capacity. The experiment results show that the model is effective which gives a new way for the evaluation on university teachers’ professional title.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Jigang Zhang AU - Na Liang PY - 2013/10 DA - 2013/10 TI - University Teachers' Professional Title Evaluation Prediction Mode Based on LVQ Neural Network BT - 2013 International Conference on Information Science and Computer Applications (ISCA 2013) PB - Atlantis Press SN - 1951-6851 UR - https://doi.org/10.2991/isca-13.2013.18 DO - https://doi.org/10.2991/isca-13.2013.18 ID - Zhang2013/10 ER -