图 书 馆
“谎言，该死的谎言和统计数字”：互联网的偏好随机型网络模型进行严格评估'Lies, Damn Lies, and Statistics': A Critical Assessment of Preferential Attachment-type Network Models of the Internet |
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| 课程网址: | http://videolectures.net/eccs07_willinger_ldl/ |
| 主讲教师: | Walter Willinger |
| 开课单位: | AT&T实验室公司 |
| 开课时间: | 2007-11-22 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Basic Question: Do the available Internet-related connectivity measurements and their analysis support the sort of claims that can be found in the existing complex networks literature? Key Issues: What about data hygiene? What about statistical rigor? What about model validation? Author discusses some of the main problems and challenges associated with measuring, inferring, and modeling various types of Internet-related connectivity structures. To this end, he uses some known examples to illustrate the need to understand the process by which Internet connectivity measurements are obtained, explore the sensitivity of inferred graph properties to known ambiguities in the data, be more critical with respect to the dominant, preferential attachmenttype network modeling paradigm, and be more serious/ambitious when it comes to model validation. Ignoring any of these issues is bound to produce results that are best described by the well-known aphorism "lies, damned lies, and statistics." |
| 关 键 词: | 计算机科学; Web挖掘; 网络分析; 图论 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-24：yumf |
| 阅读次数: | 59 |