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[Task] 设置 OpenPerf 仓库下面的标签体系与里程碑 #20

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will-ww opened this issue Mar 19, 2022 · 2 comments
Open

[Task] 设置 OpenPerf 仓库下面的标签体系与里程碑 #20

will-ww opened this issue Mar 19, 2022 · 2 comments
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@will-ww
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will-ww commented Mar 19, 2022

标签体系需要充分反映整个 benchmark 的设定,这样才能指导整个开发与制作的流程:

@wengzhenjie @bifenglin 一起来考虑下这个问题吧~

@bifenglin
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初步想法,利用数据挖掘的方法进行划分,然后根据实际问题进行精确数据集和测试方法搭建:

  • 聚类
    • 社区发现
  • 分类
    • github机器人识别
    • github角色分类
    • apache 孵化项目可持续预测(或者属于异常检测,是否与社区健康度异常检测冲突)
    • github缺失数据补全
    • github关系链接预测
  • 关联模式挖掘
    • 社交网络
    • 影响力分析
  • 异常检测
    • 社区健康度异常检测

@will-ww will-ww pinned this issue Apr 16, 2022
@bifenglin
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关于分类体系 我的想法是通过github api获取所有仓库的topic属性,然后进行归纳总结。顺便看一看标签分类的数据集能不能整理出来。目前需要解决的问题还比较多,先把想法初步写出来。

@bifenglin bifenglin unpinned this issue Mar 3, 2023
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