Security Bug Conversations
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This dataset will be released as part of the following publication. Benjamin S. Meyers, Nuthan Munaiah, Andrew Meneely, and Emily Prud'hommeaux. <strong>Pragmatic Characteristics of Security Conversation: An Exploratory Linguistic Analysis. </strong><em>Forthcoming.</em><strong> </strong>Proceedings of the 12th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2019). Montréal, QC, Canada. <strong>Files:</strong> <pre><code>security_bug_conversations.csv</code></pre> The full dataset containing over 2.1 million comments posted by developers discussing bugs in the Chromium project. The dataset also includes the values we calculated for the five pragmatic features (described in Section 3 of the paper cited above). <strong>CSV Fields:</strong> <strong>Organizational:</strong> <em>Bug ID:</em> Unique identifier of a bug discussion in the Chromium project. The URL https://bugs.chromium.org/p/chromium/issues/detail?id=<Bug ID> may be used to access the bug online <em>Comment ID:</em> Unique identifier of a comment in a bug discussion <strong>Classification:</strong> <em>Is Security:</em> Binary indicator of whether or not a comment is part of a bug that is about security <strong>Natural Language:</strong> <em>Comment Text:</em> The raw natural language text of the bug comment <strong>Linguistic Metrics:</strong> <em>Min. Formality:</em> Minimum of the formality of sentences in the bug comment <em>Max. Formality:</em> Maximum of the formality of sentences in the bug comment <em>Max. Informativeness:</em> Maximum of the informativeness of sentences in the bug comment <em>Max. Implicature:</em> Maximum of the implicature of sentences in the bug comment <em>Min. Politeness:</em> Minimum of the politeness of sentences in the bug comment <em>Max. Politeness:</em> Maximum of the politeness of sentences in the bug comment Number of Tokens Number of Sentences <em>Has Doxastic Uncertainty:</em> Binary indicator of presence of a sentence with doxastic uncertainty in the bug comment <em>Has Epistemic Uncertainty:</em> Binary indicator of presence of a sentence with epistemic uncertainty in the bug comment <em>Has Conditional Uncertainty:</em> Binary indicator of presence of a sentence with conditional uncertainty in the bug comment <em>Has Investigational Uncertainty:</em> Binary indicator of presence of a sentence with investigational uncertainty in the bug comment <em>Has Uncertainty:</em> Binary indicator of presence of a sentence with any uncertainty in the bug comment
本数据集将随下述学术论文同步发布：作者为Benjamin S. Meyers、Nuthan Munaiah、Andrew Meneely与Emily Prud'hommeaux，论文标题为《安全对话的实用特征：探索性语言学分析》（Pragmatic Characteristics of Security Conversation: An Exploratory Linguistic Analysis），处于待发表状态，将收录于第12届国际软件工程协作与人文层面研讨会（CHASE 2019）会议论文集，举办地为加拿大魁北克省蒙特利尔市。 数据集文件为`security_bug_conversations.csv`。该完整数据集包含超过210万条开发者评论，均为Chromium项目中关于软件缺陷的讨论内容，同时包含我们针对前述论文第3章所阐述的五项实用特征计算得到的对应数值。 CSV字段如下： #### 组织元数据（Organizational）： - Bug ID：Chromium项目中缺陷讨论的唯一标识符，可通过链接https://bugs.chromium.org/p/chromium/issues/detail?id=<Bug ID> 在线访问对应缺陷 - Comment ID：缺陷讨论中单条评论的唯一标识符 #### 分类标签（Classification）： - Is Security：二进制标识，用于指示某条评论所属的缺陷是否为安全相关缺陷 #### 自然语言内容（Natural Language）： - Comment Text：缺陷评论的原始自然语言文本 #### 语言学指标（Linguistic Metrics）： - Min. Formality：缺陷评论中各语句正式度的最小值 - Max. Formality：缺陷评论中各语句正式度的最大值 - Max. Informativeness：缺陷评论中各语句信息度的最大值 - Max. Implicature：缺陷评论中各语句会话含义（Implicature）的最大值 - Min. Politeness：缺陷评论中各语句礼貌程度的最小值 - Max. Politeness：缺陷评论中各语句礼貌程度的最大值 - Token数量：评论中的Token总数 - 句子数量：评论中的句子总数 - Has Doxastic Uncertainty：二进制标识，用于指示缺陷评论中是否存在包含信念不确定性（Doxastic Uncertainty）的语句 - Has Epistemic Uncertainty：二进制标识，用于指示缺陷评论中是否存在包含认知不确定性（Epistemic Uncertainty）的语句 - Has Conditional Uncertainty：二进制标识，用于指示缺陷评论中是否存在包含条件不确定性（Conditional Uncertainty）的语句 - Has Investigational Uncertainty：二进制标识，用于指示缺陷评论中是否存在包含调查不确定性（Investigational Uncertainty）的语句 - Has Uncertainty：二进制标识，用于指示缺陷评论中是否存在包含任意类型不确定性的语句
