图 书 馆
科学的下一件大事The Next Big Thing In Science |
|
| 课程网址: | http://videolectures.net/sikdd2019_mladenic_grobelnik_next_big_th... |
| 主讲教师: | Adrian Mladenic Grobelnik |
| 开课单位: | Jožef Stefan研究所人工智能实验室 |
| 开课时间: | 2019-11-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This paper presents an approach to predicting the future development of scientific research based on scientific publications from the past two centuries. We have applied machine learning methods on the Microsoft Academic Graph dataset of scientific publications. Our experimental results show that the best performance is obtained for a noticeable increase of the topic frequency in the last 5 years compared to the previous 10 years. In this case, our model achieves precision of 74.3, recall of 71.7 and F1 of 73.0. Some topics that our model identified as promising are: proton proton collisions, higgs boson, quark, hadron, mobile augmented reality, variable quantum, molecular dynamics simulations, hadronic final states, search for dark matter |
| 关 键 词: | 数据挖掘; 人工智能; 科学的下一件大事 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-09-14：cyh |
| 最后编审: | 2022-09-19：cyh |
| 阅读次数: | 20 |