he Method to Determine Bibliographic Types Based on Decision Tree
Si Geng, Ning Li, Lin Zhao, Ying'ai Tian
Available Online December 2016.
- https://doi.org/10.2991/iceeecs-16.2016.150How to use a DOI?
- Bibliographic type determination, Normative checking of bibliography, Decision tree.
- The key to normative checking of bibliography is to find out bibliographic types. In order to solve the problem to check the correctness of bibliography in the absence of bibliographic types, a novel method to determine bibliographic types based on decision tree is proposed in this paper. This method extracts bibliographic items from the references and utilizes machine learning method to construct a decision tree, and then to determine the bibliographic types according to the decision rules. The performance is compared with the Naive Bayes classifier. Experimental results show that the proposed method can effectively determine the bibliographic types, which lays the foundation for the normative checking of bibliography and the effective use of bibliography.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Si Geng AU - Ning Li AU - Lin Zhao AU - Ying'ai Tian PY - 2016/12 DA - 2016/12 TI - he Method to Determine Bibliographic Types Based on Decision Tree BT - 2016 4th International Conference on Electrical & Electronics Engineering and Computer Science (ICEEECS 2016) PB - Atlantis Press SP - 755 EP - 761 SN - 2352-538X UR - https://doi.org/10.2991/iceeecs-16.2016.150 DO - https://doi.org/10.2991/iceeecs-16.2016.150 ID - Geng2016/12 ER -