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Knowl. Discov.&lt;/em&gt; &lt;em&gt;18(2):300-336&lt;/em&gt; (&lt;em&gt;2009&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dblp"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2163112944590be4ecf0105d56b1666c8/dblp"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2163112944590be4ecf0105d56b1666c8/dblp"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/journals/datamine/datamine18.html#LinsteadBNRLB09"/><swrc:date>Thu May 07 00:00:00 CEST 2009</swrc:date><swrc:journal>Data Min. Knowl. 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Platt"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Daphne Koller"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Yoram Singer"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Sam T. Roweis"/></rdf:_4></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2161216aca1bf5fc28e1494e3b84860fa/dblp"><title>A Web-Based System to Reduce the Nosocomial Infection Impact in Healtcare Units.</title><link>http://www.bibsonomy.org/bibtex/2161216aca1bf5fc28e1494e3b84860fa/dblp</link><dc:creator>dblp</dc:creator><dc:date>2008-08-18T00:00:00+02:00</dc:date><dc:subject>dblp </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Rigor&#034;&gt;Hugo Rigor&lt;/a&gt;, &lt;a href=&#034;/author/Machado&#034;&gt;José Machado&lt;/a&gt;, &lt;a href=&#034;/author/Abelha&#034;&gt;António Abelha&lt;/a&gt;, &lt;a href=&#034;/author/Neves&#034;&gt;José Neves&lt;/a&gt;,  and &lt;a href=&#034;/author/Alberto&#034;&gt;Carlos Alberto&lt;/a&gt; &lt;/span&gt;&lt;em&gt;WEBIST 1, &lt;/em&gt;&lt;em&gt;page 264-268. &lt;/em&gt;&lt;em&gt;INSTICC Press, &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dblp"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2161216aca1bf5fc28e1494e3b84860fa/dblp"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2161216aca1bf5fc28e1494e3b84860fa/dblp"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/webist/webist2008-1.html#RigorMANA08"/><swrc:date>Mon Aug 18 00:00:00 CEST 2008</swrc:date><swrc:booktitle>WEBIST (1)</swrc:booktitle><swrc:crossref>conf/webist/2008-1</swrc:crossref><swrc:pages>264-268</swrc:pages><swrc:publisher><swrc:Organization swrc:name="INSTICC Press"/></swrc:publisher><swrc:title>A Web-Based System to Reduce the Nosocomial Infection Impact in Healtcare Units.</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>dblp </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="978-989-8111-26-5" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2008-08-18" swrc:key="date"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Hugo Rigor"/></rdf:_1><rdf:_2><swrc:Person swrc:name="José Machado"/></rdf:_2><rdf:_3><swrc:Person swrc:name="António Abelha"/></rdf:_3><rdf:_4><swrc:Person swrc:name="José Neves"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Carlos Alberto"/></rdf:_5></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="José Cordeiro"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Joaquim Filipe"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Slimane Hammoudi"/></rdf:_3></rdf:Seq></swrc:editor></rdf:Description></burst:publication><description>dblp</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/28b5679f3be1730633af408682fb2f69d/mstrohm"><title>Mining Eclipse Developer Contributions via Author-Topic Models</title><link>http://www.bibsonomy.org/bibtex/28b5679f3be1730633af408682fb2f69d/mstrohm</link><dc:creator>mstrohm</dc:creator><dc:date>2008-05-26T16:41:17+02:00</dc:date><dc:subject>datasets goals networks </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Linstead&#034;&gt;E. Linstead&lt;/a&gt;, &lt;a href=&#034;/author/Rigor&#034;&gt;P. Rigor&lt;/a&gt;, &lt;a href=&#034;/author/Bajracharya&#034;&gt;S. Bajracharya&lt;/a&gt;, &lt;a href=&#034;/author/Lopes&#034;&gt;C. Lopes&lt;/a&gt;,  and &lt;a href=&#034;/author/Baldi&#034;&gt;P. Baldi&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proceedings of the Fourth International Workshop on Mining Software Repositories, &lt;/em&gt;&lt;em&gt;page 30. &lt;/em&gt;&lt;em&gt;IEEE Computer Society, &lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/datasets"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/goals"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/networks"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/28b5679f3be1730633af408682fb2f69d/mstrohm"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/28b5679f3be1730633af408682fb2f69d/mstrohm"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon May 26 16:41:17 CEST 2008</swrc:date><swrc:booktitle>Proceedings of the Fourth International Workshop on Mining Software Repositories</swrc:booktitle><swrc:pages>30</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IEEE Computer Society"/></swrc:publisher><swrc:title>Mining Eclipse Developer Contributions via Author-Topic Models</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>datasets goals networks </swrc:keywords><swrc:abstract>We present the results of applying statistical author-topic
models to a subset of the Eclipse 3.0 source code consisting
of 2,119 source files and 700,000 lines of code from 59
developers. This technique provides an intuitive and automated
framework with which to mine developer contributions
and competencies from a given code base while simultaneously
extracting software function in the form of topics.
In addition to serving as a convenient summary for program
function and developer activities, our study shows that topic
models provide a meaningful, effective, and statistical basis
for developer similarity analysis.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="E. Linstead"/></rdf:_1><rdf:_2><swrc:Person swrc:name="P. Rigor"/></rdf:_2><rdf:_3><swrc:Person swrc:name="S. Bajracharya"/></rdf:_3><rdf:_4><swrc:Person swrc:name="C. Lopes"/></rdf:_4><rdf:_5><swrc:Person swrc:name="P. Baldi"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>based on the eclipse dataset the author-topic is applied
The goal of this paper is to identify the developer who will contribute to a bug most likely</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2a1a941a21d67f4bcb9af3210bea19aed/mschuber"><title>Mining Eclipse Developer Contributions via Author-Topic Models</title><link>http://www.bibsonomy.org/bibtex/2a1a941a21d67f4bcb9af3210bea19aed/mschuber</link><dc:creator>mschuber</dc:creator><dc:date>2008-05-13T10:22:08+02:00</dc:date><dc:subject>2007 author-topic eclipse </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Linstead&#034;&gt;Erik Linstead&lt;/a&gt;, &lt;a href=&#034;/author/Rigor&#034;&gt;Paul Rigor&lt;/a&gt;, &lt;a href=&#034;/author/Bajracharya&#034;&gt;Sushil Bajracharya&lt;/a&gt;, &lt;a href=&#034;/author/Lopes&#034;&gt;Cristina Lopes&lt;/a&gt;,  and &lt;a href=&#034;/author/Baldi&#034;&gt;Pierre Baldi&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proceedings of the Fourth International Workshop on Mining Software Repositories, &lt;/em&gt;&lt;em&gt;page 30. &lt;/em&gt;&lt;em&gt;IEEE Computer Society, &lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2007"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/author-topic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/eclipse"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2a1a941a21d67f4bcb9af3210bea19aed/mschuber"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2a1a941a21d67f4bcb9af3210bea19aed/mschuber"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Tue May 13 10:22:08 CEST 2008</swrc:date><swrc:booktitle>Proceedings of the Fourth International Workshop on Mining Software Repositories</swrc:booktitle><swrc:pages>30</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IEEE Computer Society"/></swrc:publisher><swrc:title>Mining Eclipse Developer Contributions via Author-Topic Models</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>2007 author-topic eclipse </swrc:keywords><swrc:abstract>We present the results of applying statistical author-topic
models to a subset of the Eclipse 3.0 source code consisting
of 2,119 source files and 700,000 lines of code from 59
developers. This technique provides an intuitive and automated
framework with which to mine developer contributions
and competencies from a given code base while simultaneously
extracting software function in the form of topics.
In addition to serving as a convenient summary for program
function and developer activities, our study shows that topic
models provide a meaningful, effective, and statistical basis
for developer similarity analysis.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Erik Linstead"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Paul Rigor"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Sushil Bajracharya"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Cristina Lopes"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Pierre Baldi"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>based on the eclipse dataset the author-topic is applied
goal of this paper is to identify the developer who will contribute to a bug most likly</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/28e29ff8d07053707a5473743f6e0dcb5/dblp"><title>Sourcerer: a search engine for open source code supporting structure-based search.</title><link>http://www.bibsonomy.org/bibtex/28e29ff8d07053707a5473743f6e0dcb5/dblp</link><dc:creator>dblp</dc:creator><dc:date>2008-05-08T00:00:00+02:00</dc:date><dc:subject>dblp </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Bajracharya&#034;&gt;Sushil Krishna Bajracharya&lt;/a&gt;, &lt;a href=&#034;/author/Ngo&#034;&gt;Trung Chi Ngo&lt;/a&gt;, &lt;a href=&#034;/author/Linstead&#034;&gt;Erik Linstead&lt;/a&gt;, &lt;a href=&#034;/author/Dou&#034;&gt;Yimeng Dou&lt;/a&gt;, &lt;a href=&#034;/author/Rigor&#034;&gt;Paul Rigor&lt;/a&gt;, &lt;a href=&#034;/author/Baldi&#034;&gt;Pierre Baldi&lt;/a&gt;,  and &lt;a href=&#034;/author/Lopes&#034;&gt;Cristina Videira Lopes&lt;/a&gt; &lt;/span&gt;&lt;em&gt;OOPSLA Companion, &lt;/em&gt;&lt;em&gt;page 681-682. &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2006&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dblp"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/28e29ff8d07053707a5473743f6e0dcb5/dblp"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/28e29ff8d07053707a5473743f6e0dcb5/dblp"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/oopsla/oopsla2006c.html#BajracharyaNLDRBL06"/><swrc:date>Thu May 08 00:00:00 CEST 2008</swrc:date><swrc:booktitle>OOPSLA Companion</swrc:booktitle><swrc:crossref>conf/oopsla/2006c</swrc:crossref><swrc:pages>681-682</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Sourcerer: a search engine for open source code supporting structure-based search.</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>dblp </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1176617.1176671" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="1-59593-491-X" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2008-05-08" swrc:key="date"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Sushil Krishna Bajracharya"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Trung Chi Ngo"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Erik Linstead"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Yimeng Dou"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Paul Rigor"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Pierre Baldi"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Cristina Videira Lopes"/></rdf:_7></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Peri L. Tarr"/></rdf:_1><rdf:_2><swrc:Person swrc:name="William R. Cook"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication><description>dblp</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/20a9fff40e26bf11f984a3b845c798903/dblp"><title>Mining concepts from code with probabilistic topic models.</title><link>http://www.bibsonomy.org/bibtex/20a9fff40e26bf11f984a3b845c798903/dblp</link><dc:creator>dblp</dc:creator><dc:date>2008-02-27T00:00:00+01:00</dc:date><dc:subject>dblp </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Linstead&#034;&gt;Erik Linstead&lt;/a&gt;, &lt;a href=&#034;/author/Rigor&#034;&gt;Paul Rigor&lt;/a&gt;, &lt;a href=&#034;/author/Bajracharya&#034;&gt;Sushil Krishna Bajracharya&lt;/a&gt;, &lt;a href=&#034;/author/Lopes&#034;&gt;Cristina Videira Lopes&lt;/a&gt;,  and &lt;a href=&#034;/author/Baldi&#034;&gt;Pierre Baldi&lt;/a&gt; &lt;/span&gt;&lt;em&gt;ASE, &lt;/em&gt;&lt;em&gt;page 461-464. &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dblp"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20a9fff40e26bf11f984a3b845c798903/dblp"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20a9fff40e26bf11f984a3b845c798903/dblp"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/kbse/ase2007.html#LinsteadRBLB07"/><swrc:date>Wed Feb 27 00:00:00 CET 2008</swrc:date><swrc:booktitle>ASE</swrc:booktitle><swrc:crossref>conf/kbse/2007</swrc:crossref><swrc:pages>461-464</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Mining concepts from code with probabilistic topic models.</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>dblp </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1321631.1321709" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-59593-882-4" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2008-02-27" swrc:key="date"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Erik Linstead"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Paul Rigor"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Sushil Krishna Bajracharya"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Cristina Videira Lopes"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Pierre Baldi"/></rdf:_5></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="R. 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