Group-Intelligence Construction of Linguistic-Humanity KG in Chinese Verses
Jinta Weng, Jiahui Luo, Guozhu Ding, Jing Qiu, Ying Gao · 2019
Unlike the instrumental need of language, linguistic humanity of language means that languae, like Chinese verses, always show certain emotion, reflect attitude toward thing and convey creator's characters. To model and visualize such complicated and cross Humanism, Knowledge Graph(KG) is modified to adapt the full-relation Chinese verses and leading-in friendly visualization. Different from conventional Ml or rule-based construction, we adopt the group-intelligence construction with entity adding task, linking adding task and knowledge triple validation task to constructe the KG by alocating task destributed model. While using group-intelligence construction may lead to multi-answer and irrelevant-answer case, socring mechanism with user-consideration and group-consideration is definded. This research shows construction based on the group intelligence can optimize the KG and represent different congnize of Chinese Verses.