Dataset Open Access

Security Bug Conversations

Benjamin S. Meyers; Nuthan Munaiah; Andrew Meneely; Emily Prud'hommeaux


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  <identifier identifierType="DOI">10.5281/zenodo.2595071</identifier>
  <creators>
    <creator>
      <creatorName>Benjamin S. Meyers</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-7053-6722</nameIdentifier>
      <affiliation>Rochester Institute of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Nuthan Munaiah</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-2071-664X</nameIdentifier>
      <affiliation>Rochester Institute of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Andrew Meneely</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-4850-1408</nameIdentifier>
      <affiliation>Rochester Institute of Technology</affiliation>
    </creator>
    <creator>
      <creatorName>Emily Prud'hommeaux</creatorName>
      <affiliation>Boston College</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Security Bug Conversations</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2019</publicationYear>
  <subjects>
    <subject>Security</subject>
    <subject>Software Engineering</subject>
    <subject>Natural Language</subject>
    <subject>Natural Language Processing</subject>
    <subject>NLP</subject>
    <subject>Chromium</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2019-03-15</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/2595071</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.2595070</relatedIdentifier>
  </relatedIdentifiers>
  <version>v1.0.0</version>
  <rightsList>
    <rights rightsURI="http://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This dataset will be released as part of the following publication.&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Benjamin S. Meyers, Nuthan Munaiah, Andrew&amp;nbsp;Meneely, and Emily Prud&amp;#39;hommeaux.&amp;nbsp;&lt;strong&gt;Pragmatic Characteristics of Security Conversation: An Exploratory Linguistic Analysis. &lt;/strong&gt;&lt;em&gt;Forthcoming.&lt;/em&gt;&lt;strong&gt;&amp;nbsp;&lt;/strong&gt;Proceedings of the 12th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2019).&amp;nbsp;Montr&amp;eacute;al, QC, Canada.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Files:&lt;/strong&gt;&lt;/p&gt;

&lt;pre&gt;&lt;code&gt;security_bug_conversations.csv&lt;/code&gt;&lt;/pre&gt;

&lt;p&gt;The full dataset containing&amp;nbsp;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).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;CSV Fields:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;strong&gt;Organizational:&lt;/strong&gt;

	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;Bug ID:&lt;/em&gt; Unique identifier of a bug discussion in the Chromium project. The URL&amp;nbsp;https://bugs.chromium.org/p/chromium/issues/detail?id=&amp;lt;Bug ID&amp;gt; may be used to access the bug online&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Comment ID:&lt;/em&gt; Unique identifier of a comment in a bug discussion&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;Classification:&lt;/strong&gt;
	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;Is Security:&lt;/em&gt; Binary indicator of whether or not a comment is part of a bug that is about security&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;Natural Language:&lt;/strong&gt;
	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;Comment Text:&lt;/em&gt;&amp;nbsp;The raw natural language text of the bug comment&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;Linguistic Metrics:&lt;/strong&gt;
	&lt;ul&gt;
		&lt;li&gt;&lt;em&gt;Min. Formality:&lt;/em&gt;&amp;nbsp;Minimum of the formality of sentences in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Max. Formality:&lt;/em&gt;&amp;nbsp;Maximum of the formality of sentences in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Max. Informativeness:&lt;/em&gt;&amp;nbsp;Maximum of the informativeness&amp;nbsp;of sentences in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Max. Implicature:&lt;/em&gt;&amp;nbsp;Maximum of the implicature of sentences in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Min. Politeness:&lt;/em&gt;&amp;nbsp;Minimum of the politeness of sentences in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Max. Politeness:&lt;/em&gt;&amp;nbsp;Maximum of the politeness of sentences in the bug comment&lt;/li&gt;
		&lt;li&gt;Number of Tokens&lt;/li&gt;
		&lt;li&gt;Number of Sentences&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Has Doxastic Uncertainty:&lt;/em&gt;&amp;nbsp;Binary indicator of presence of a sentence with doxastic uncertainty in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Has Epistemic Uncertainty:&lt;/em&gt;&amp;nbsp;Binary indicator of presence of a sentence with epistemic&amp;nbsp;uncertainty in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Has Conditional Uncertainty:&lt;/em&gt;&amp;nbsp;Binary indicator of presence of a sentence with conditional uncertainty in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Has Investigational Uncertainty:&lt;/em&gt;&amp;nbsp;Binary indicator of presence of a sentence with investigational uncertainty in the bug comment&lt;/li&gt;
		&lt;li&gt;&lt;em&gt;Has Uncertainty:&lt;/em&gt;&amp;nbsp;Binary indicator of presence of a sentence with any uncertainty in the bug comment&lt;/li&gt;
	&lt;/ul&gt;
	&lt;/li&gt;
&lt;/ul&gt;</description>
    <description descriptionType="Other">Whenever possible, we would appreciate it if you cite both the paper that released this work and the DOI for this dataset. Thank you!</description>
  </descriptions>
</resource>
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