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Trends in Topics at SE Conferences (1993-2013).

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Title: Trends in Topics at SE Conferences (1993-2013).
Authors: Mathew, George1 george.meg91@gmail.com, Agrawal, Amritanshu1 aagrawa8@ncsu.edu, Menzies, Tim1 tim@menzies.us
Source: ICSE: International Conference on Software Engineering. 2017, p397-398. 2p.
Subjects: Software engineering conferences, Defect tracking (Computer software development), Debugging, Bibliometrics, Data mining
Abstract: Using topic modeling, we analyse the titles and abstracts of nearly 10,000 papers from 20 years published in 11 top-ranked Software Engineering(SE) conferences between 1993 to 2013. Seven topics are identified as the dominant themes in modern software engineering. We show that these topics are not static; rather, some of them are becoming decidedly less prominent over time (modeling) while others are become very prominent indeed (defect analysis). By clustering conferences according to the topics they publish, we identify four large groups of SE conferences; e.g. ASE, FSE and ICSE publish mostly the same work (exceptions: there are more program analysis results in FSE than in ASE or ICSE). Using these results, we offer numerous recommendations including how to plan an individuals research program; when to make or merge conferences; and how to encourage a broader range of topics at SE conferences. An extended version of this paper, that analyzes more conferences and papers, is available on https://goo.gl/mVdyfj. [ABSTRACT FROM AUTHOR]
Copyright of ICSE: International Conference on Software Engineering is the property of Association for Computing Machinery and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Engineering Source
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  Data: <searchLink fieldCode="JN" term="%22ICSE%3A+International+Conference+on+Software+Engineering%22">ICSE: International Conference on Software Engineering</searchLink>. 2017, p397-398. 2p.
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  Data: Using topic modeling, we analyse the titles and abstracts of nearly 10,000 papers from 20 years published in 11 top-ranked Software Engineering(SE) conferences between 1993 to 2013. Seven topics are identified as the dominant themes in modern software engineering. We show that these topics are not static; rather, some of them are becoming decidedly less prominent over time (modeling) while others are become very prominent indeed (defect analysis). By clustering conferences according to the topics they publish, we identify four large groups of SE conferences; e.g. ASE, FSE and ICSE publish mostly the same work (exceptions: there are more program analysis results in FSE than in ASE or ICSE). Using these results, we offer numerous recommendations including how to plan an individuals research program; when to make or merge conferences; and how to encourage a broader range of topics at SE conferences. An extended version of this paper, that analyzes more conferences and papers, is available on https://goo.gl/mVdyfj. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of ICSE: International Conference on Software Engineering is the property of Association for Computing Machinery and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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      – Type: doi
        Value: 10.1109/ICSE-C.2017.52
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 2
        StartPage: 397
    Subjects:
      – SubjectFull: Software engineering conferences
        Type: general
      – SubjectFull: Defect tracking (Computer software development)
        Type: general
      – SubjectFull: Debugging
        Type: general
      – SubjectFull: Bibliometrics
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      – SubjectFull: Data mining
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      – TitleFull: Trends in Topics at SE Conferences (1993-2013).
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            – D: 01
              M: 01
              Text: 2017
              Type: published
              Y: 2017
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            – TitleFull: ICSE: International Conference on Software Engineering
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