{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T02:42:10Z","timestamp":1784342530804,"version":"3.55.0"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2015,9,5]],"date-time":"2015-09-05T00:00:00Z","timestamp":1441411200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Empir Software Eng"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1007\/s10664-015-9393-5","type":"journal-article","created":{"date-parts":[[2015,9,5]],"date-time":"2015-09-05T02:38:49Z","timestamp":1441420729000},"page":"2035-2071","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":238,"title":["An in-depth study of the promises and perils of mining GitHub"],"prefix":"10.1007","volume":"21","author":[{"given":"Eirini","family":"Kalliamvakou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Georgios","family":"Gousios","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kelly","family":"Blincoe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leif","family":"Singer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel M.","family":"German","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniela","family":"Damian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,9,5]]},"reference":[{"key":"9393_CR1","doi-asserted-by":"crossref","unstructured":"Aranda J, Venolia G (2009) The secret life of bugs: Going past the errors and omissions in software repositories. In: Proceedings of the 31st international conference on software engineering, pp 298\u2013 308","DOI":"10.1109\/ICSE.2009.5070530"},{"key":"9393_CR2","doi-asserted-by":"crossref","unstructured":"Bacchelli A, Bird C (2013) Expectations, outcomes, and challenges of modern code review. In: Proceedings international conference on soft engineering, ICSE \u201913, pp 712\u2013721","DOI":"10.1109\/ICSE.2013.6606617"},{"key":"9393_CR3","doi-asserted-by":"crossref","unstructured":"Bachmann A, Bird C, Rahman F, Devanbu P, Bernstein A (2010) The missing links: bugs and bug-fix commits. In: Proceedings of the 18th ACM SIGSOFT international symposium on Foundations of software engineering, pp 97\u2013106","DOI":"10.1145\/1882291.1882308"},{"key":"9393_CR4","unstructured":"Baysal O, Gousios G (2014) The MSR\u201914 Mining Challenge., http:\/\/2014.msrconf.org\/challenge.php"},{"issue":"1","key":"9393_CR5","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/MS.2013.13","volume":"30","author":"A Begel","year":"2013","unstructured":"Begel A, Bosch J, Storey MA (2013) Social networking meets software development: perspectives from github, msdn, stack exchange, and topcoder. Software, IEEE 30(1):52\u201366","journal-title":"Software, IEEE"},{"key":"9393_CR6","doi-asserted-by":"crossref","unstructured":"Bird C, Bachmann A, Aune E, Duffy J, Bernstein A, et al. (2009a) Fair and balanced?: bias in bug-fix datasets. In: Proceedings of the the symposium on the foundations of software engineering, pp 121\u2013130","DOI":"10.1145\/1595696.1595716"},{"key":"9393_CR7","doi-asserted-by":"crossref","unstructured":"Bird C, Rigby PC, Barr ET, Hamilton DJ, German DM, Devanbu P (2009b) The promises and perils of mining git. In: Mining software repositories, (MSR\u201909). IEEE, pp 1\u201310","DOI":"10.1109\/MSR.2009.5069475"},{"key":"9393_CR8","doi-asserted-by":"crossref","unstructured":"Bissyande TF, Lo D, Jiang L, Reveillere L, Klein J, Le Traon Y (2013) Got issues? who cares about it? a large scale investigation of issue trackers from github. In: 2013 IEEE 24th international symposium on software reliability engineering (ISSRE). IEEE, pp 188\u2013197","DOI":"10.1109\/ISSRE.2013.6698918"},{"key":"9393_CR9","doi-asserted-by":"crossref","unstructured":"Corbin J, Strauss A (2008) Basics of qualitative research: Techniques and procedures for developing grounded theory. Sage","DOI":"10.4135\/9781452230153"},{"key":"9393_CR10","doi-asserted-by":"crossref","unstructured":"Dabbish L, Stuart C, Tsay J, Herbsleb J (2012) Social coding in GitHub: transparency and collaboration in an open software repository. In: Proceedings conference on computer supported cooperative work, pp 1277\u20131286","DOI":"10.1145\/2145204.2145396"},{"key":"9393_CR11","unstructured":"Finley K (2011) Github Has Surpassed Sourceforge and Google Code in Popularity., http:\/\/readwrite.com\/2011\/06\/02\/github-has-passed-sourceforge"},{"key":"9393_CR12","unstructured":"Gousios G (2013) The GHTorrent dataset and tool suite. In: Proceedings of the 10th Conference on mining software repositories, MSR \u201913, pp 233\u2013236. http:\/\/dl.acm.org\/citation.cfm?id=2487085.2487132"},{"key":"9393_CR13","doi-asserted-by":"crossref","unstructured":"Gousios G, Spinellis D (2012) GHTorrent: GitHub\u2019s data from a firehose. In: MSR \u201912: proceedings of the 9th working conference on mining software repositories, pp 12\u201321","DOI":"10.1109\/MSR.2012.6224294"},{"key":"9393_CR14","doi-asserted-by":"crossref","unstructured":"Gousios G, Zaidman A (2014a) A dataset for pull-based development research. In: Proceedings of the 11th working conference on mining software repositories, MSR 2014, pp 368\u2013371","DOI":"10.1145\/2597073.2597122"},{"key":"9393_CR15","doi-asserted-by":"crossref","unstructured":"Gousios G, Zaidman A (2014b) A dataset for pull-based development research. In: Proceedings of the 11th working conference on mining software repositories, MSR 2014, pp 368\u2013371","DOI":"10.1145\/2597073.2597122"},{"key":"9393_CR16","doi-asserted-by":"crossref","unstructured":"Gousios G, Pinzger M, Av D (2014) An exploratory study of the pull-based software development model. In: Proceedings of the 36th international conference on software engineering, ICSE 2014, pp 345\u2013 355","DOI":"10.1145\/2568225.2568260"},{"key":"9393_CR17","doi-asserted-by":"crossref","unstructured":"Gousios G, Zaidman A, Storey MA, Av D (2015) Work practices and challenges in pull-based development: The integrator\u0102\u0179s perspective. In: Proceedings of the 37th international conference on software engineering, ICSE 2015, to appear","DOI":"10.1109\/ICSE.2015.55"},{"key":"9393_CR18","unstructured":"Grigorik I (2012) The Github archive., http:\/\/www.githubarchive.org\/"},{"key":"9393_CR19","doi-asserted-by":"crossref","unstructured":"Howison J, Crowston K (2004) The perils and pitfalls of mining sourceforge. In: Proceedings of the international workshop on mining software repositories, pp 7\u201311","DOI":"10.1049\/ic:20040467"},{"key":"9393_CR20","unstructured":"Kalliamvakou E, Damian D, Singer L, German DM (2014a) The code-centric collaboration perspective: evidence from GitHub. Technical Report DCS-352-IR, University of Victoria"},{"key":"9393_CR21","doi-asserted-by":"crossref","unstructured":"Kalliamvakou E, Gousios G, Blincoe K, Singer L, German DM, Damian D (2014b) The promises and perils of mining github. In: Proceedings of the 11th working conference on mining software repositories, MSR 2014, pp 92\u2013101","DOI":"10.1145\/2597073.2597074"},{"key":"9393_CR22","doi-asserted-by":"crossref","unstructured":"Kochhar PS, Bissyand\u00e9 TF, Lo D, Jiang L (2013) Adoption of software testing in open source projects\u2013a preliminary study on 50,000 projects. In: 2013 17th European conference on software maintenance and reengineering (CSMR). IEEE, pp 353\u2013356","DOI":"10.1109\/CSMR.2013.48"},{"key":"9393_CR23","doi-asserted-by":"crossref","unstructured":"Marlow J, Dabbish L, Herbsleb J (2013) Impression formation in online peer production: activity traces and personal profiles in github. In: Proceedings of conference computer supported cooperative work, pp 117\u2013128","DOI":"10.1145\/2441776.2441792"},{"key":"9393_CR24","doi-asserted-by":"crossref","unstructured":"Matragkas N, Williams JR, Kolovos DS, Paige RF (2014) Analysing the \u2019biodiversity\u2019 of open source ecosystems: The github case. In: Proceedings of the 11th working conference on mining software repositories, MSR 2014, pp 356\u2013359","DOI":"10.1145\/2597073.2597119"},{"key":"9393_CR25","doi-asserted-by":"crossref","unstructured":"McDonald N, Goggins S (2013) Performance and participation in open source software on github. In: CHI\u201913 extended abstracts on human factors in computing systems. ACM, pp 139\u2013144","DOI":"10.1145\/2468356.2468382"},{"key":"9393_CR26","unstructured":"Neath K (2012) Notifications & stars., https:\/\/github.com\/blog\/1204-notifications-stars"},{"key":"9393_CR27","doi-asserted-by":"crossref","unstructured":"Nguyen TH, Adams B, Hassan AE (2010) A case study of bias in bug-fix datasets. In: 2010 17th working conference on reverse engineering (WCRE). IEEE, pp 259\u2013268","DOI":"10.1109\/WCRE.2010.37"},{"key":"9393_CR28","doi-asserted-by":"crossref","unstructured":"Padhye R, Mani S, Sinha VS (2014) A Study of External Community Contribution to Open-source Projects on GitHub. In: Proceedings of the 11th working conference on mining software repositories, MSR 2014, pp 332\u2013335","DOI":"10.1145\/2597073.2597113"},{"key":"9393_CR29","doi-asserted-by":"crossref","unstructured":"Pham R, Singer L, Liskin O, Figueira Filho F, Schneider K (2013) Creating a shared understanding of testing culture on a social coding site. In: Proceedings of international conference on soft engineering, ICSE \u201913, pp 112\u2013121","DOI":"10.1109\/ICSE.2013.6606557"},{"key":"9393_CR30","doi-asserted-by":"crossref","unstructured":"Rahman F, Posnett D, Herraiz I, Devanbu P (2013) Sample size vs. bias in defect prediction. In: Proceedings of the 2013 9th joint meeting on foundations of software engineering, pp 147\u2013157","DOI":"10.1145\/2491411.2491418"},{"key":"9393_CR31","doi-asserted-by":"crossref","unstructured":"Rahman MM, Roy CK (2014) An insight into the pull requests of GitHub. In: Proceedings of the 11th working conference on mining software repositories, MSR 2014, pp 364\u2013367","DOI":"10.1145\/2597073.2597121"},{"key":"9393_CR32","unstructured":"Rainer A, Gale S (2005) Evaluating the quality and quantity of data on open source software projects. In: Proceedings of the first international conference on open source systems (OSS 2005), pp 29\u2013 36"},{"key":"9393_CR33","doi-asserted-by":"crossref","unstructured":"Rigby P C, Bird C (2013) Convergent contemporary software peer review practices. In: Proceedings of the 2013 9th joint meeting on foundations of software engineering, ESEC\/FSE 2013, pp 202\u2013212","DOI":"10.1145\/2491411.2491444"},{"key":"9393_CR34","doi-asserted-by":"crossref","unstructured":"Rigby PC, German DM, Storey MA (2008) Open source software peer review practices: a case study of the Apache server. In: Proceedings of the 30th international conferences on software engineering, ICSE \u201908, pp 541\u2013550","DOI":"10.1145\/1368088.1368162"},{"key":"9393_CR35","doi-asserted-by":"crossref","unstructured":"Sheoran J, Blincoe K, Kalliamvakou E, Damian D, Ell J (2014) Understanding \u201dwatchers\u201d on github. In: Proceedings of the 11th working conference on mining software repositories, MSR 2014, pp 336\u2013339","DOI":"10.1145\/2597073.2597114"},{"key":"9393_CR36","unstructured":"Takhteyev Y, Hilts A (2010) Investigating the geography of open source software through github. http:\/\/takhteyev.org\/papers\/Takhteyev-Hilts-2010.pdf"},{"key":"9393_CR37","doi-asserted-by":"crossref","unstructured":"Thung F, Bissyande T, Lo D, Jiang L (2013) Network structure of social coding in GitHub. In: 17th European conference on software maintenance and reengineering (CSMR), pp 323\u2013326","DOI":"10.1109\/CSMR.2013.41"},{"key":"9393_CR38","doi-asserted-by":"crossref","unstructured":"Tsay J, Dabbish L, Herbsleb J (2014) Influence of social and technical factors for evaluating contribution in github. In: Proceedings of the 36th international conference on software engineering, ICSE 2014, pp 356\u2013366","DOI":"10.1145\/2568225.2568315"},{"key":"9393_CR39","doi-asserted-by":"crossref","unstructured":"Tsay JT, Dabbish L, Herbsleb J (2012) Social media and success in open source projects. In: Proceedings of computer supported cooperative work companion, pp 223\u2013226","DOI":"10.1145\/2141512.2141583"},{"key":"9393_CR40","doi-asserted-by":"crossref","unstructured":"Wagstrom P, Jergensen C, Sarma A (2013) A network of rails: a graph dataset of ruby on rails and associated projects. In: Proceedings of the 10th international work conferences on mining software repositories, pp 229\u2013232","DOI":"10.1109\/MSR.2013.6624033"},{"key":"9393_CR41","unstructured":"Weiss D (2005) Quantitative analysis of open source projects on sourceforge. In: Proceedings of the first international conference on open source systems (OSS 2005), pp 140\u2013147"}],"container-title":["Empirical Software Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10664-015-9393-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10664-015-9393-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10664-015-9393-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,30]],"date-time":"2019-08-30T06:21:27Z","timestamp":1567146087000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10664-015-9393-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9,5]]},"references-count":41,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["9393"],"URL":"https:\/\/doi.org\/10.1007\/s10664-015-9393-5","relation":{},"ISSN":["1382-3256","1573-7616"],"issn-type":[{"value":"1382-3256","type":"print"},{"value":"1573-7616","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,9,5]]}}}