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<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:burst="http://xmlns.com/burst/0.1/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns="http://purl.org/rss/1.0/" xmlns:admin="http://webns.net/mvcb/" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:cc="http://web.resource.org/cc/"><channel rdf:about="http://www.bibsonomy.org/user/ludaesch"><title>BibSonomy publications for /user/ludaesch</title><link>BibSonomyburst/user/ludaesch</link><description>BibSonomy RSS feed for /user/ludaesch</description><dc:date>2012-02-15T19:47:18+01:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/24ca1fb35d00f2795239c6acf5e30742c/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2764c2f395494f81ff2d6dd772840aea9/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/245b71bc3ac38e1f2e4a477b009bd4baa/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/207c8dba7e31fcaa31262554a2014385f/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2538bf4081cf1c6bf585fc27484a8cc14/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/243599ff26b9e55584914cd2e1db7abad/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/26a3c5d4837f64be7221ef6d3044eb9c8/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25d019a4c15bb0e9fcfbda9547bbdc075/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25fa93e5077e161085645e14a97c2de2a/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/23bfcd512350acf095b90362ce6479e72/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/217c8cce2e206bc8607f9255ef502640a/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/26f2b2b8e810baed8556f07f30ff6196f/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/22daf52c0d6657154e2f8d7dcdbcb5d5b/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/251d50d9e980cdec1a980c6a191cad9c8/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/225161f40c1d7b3cbe2c01f62acf62fe8/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/24f1163d7b22d2588082fecabdfb35cea/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2ea5ce97bd0c9004027a7ca3d7255bddf/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/239365c92f178737f3bbb0364396fd71b/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2e7c90fdce9b659e5ce254e2360579df4/ludaesch"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2542c043db57c6fb810e9bb67b61117cd/ludaesch"/></rdf:Seq></items></channel><item rdf:about="http://www.bibsonomy.org/bibtex/24ca1fb35d00f2795239c6acf5e30742c/ludaesch"><title>Scientific workflow design for mere mortals</title><link>http://www.bibsonomy.org/bibtex/24ca1fb35d00f2795239c6acf5e30742c/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-08-03T03:16:49+02:00</dc:date><dc:subject>comad dakspub keplerworkflow workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/McPhillips&#034;&gt;Timothy McPhillips&lt;/a&gt;, &lt;a href=&#034;/author/Bowers&#034;&gt;Shawn Bowers&lt;/a&gt;, &lt;a href=&#034;/author/Zinn&#034;&gt;Daniel Zinn&lt;/a&gt;,  and &lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Future Gener. Comput. Syst.&lt;/em&gt; &lt;em&gt;25(5):541--551&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/comad"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dakspub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/24ca1fb35d00f2795239c6acf5e30742c/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24ca1fb35d00f2795239c6acf5e30742c/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1507767.1507922"/><swrc:date>Mon Aug 03 03:16:49 CEST 2009</swrc:date><swrc:address>Amsterdam, The Netherlands, The Netherlands</swrc:address><swrc:journal>Future Gener. Comput. Syst.</swrc:journal><swrc:number>5</swrc:number><swrc:pages>541--551</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Elsevier Science Publishers B. V."/></swrc:publisher><swrc:title>Scientific workflow design for mere mortals</swrc:title><swrc:volume>25</swrc:volume><swrc:year>2009</swrc:year><swrc:keywords>comad dakspub keplerworkflow workflow </swrc:keywords><swrc:abstract>Recent years have seen a dramatic increase in research and development of scientific workflow systems. These systems promise to make scientists more productive by automating data-driven and compute-intensive analyses. Despite many early achievements, the long-term success of scientific workflow technology critically depends on making these systems useable by &#039;&#039;mere mortals&#039;&#039;, i.e., scientists who have a very good idea of the analysis methods they wish to assemble, but who are neither software developers nor scripting-language experts. With these users in mind, we identify a set of desiderata for scientific workflow systems crucial for enabling scientists to model and design the workflows they wish to automate themselves. As a first step towards meeting these requirements, we also show how the collection-oriented modeling and design (comad) approach for scientific workflows, implemented within the Kepler system, can help provide these critical, design-oriented capabilities to scientists.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0167-739X" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1016/j.future.2008.06.013" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Timothy McPhillips"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Shawn Bowers"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Daniel Zinn"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Bertram Lud\&#034;{a}scher"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Scientific workflow design for mere mortals</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2764c2f395494f81ff2d6dd772840aea9/ludaesch"><title>Scientific Process Automation and Workflow Management</title><link>http://www.bibsonomy.org/bibtex/2764c2f395494f81ff2d6dd772840aea9/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-07-24T19:56:37+02:00</dc:date><dc:subject>dakspub kepler keplerworkflow workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt;, &lt;a href=&#034;/author/Altintas&#034;&gt;Ilkay Altintas&lt;/a&gt;, &lt;a href=&#034;/author/Bowers&#034;&gt;Shawn Bowers&lt;/a&gt;, &lt;a href=&#034;/author/Cummings&#034;&gt;Julian Cummings&lt;/a&gt;, &lt;a href=&#034;/author/Critchlow&#034;&gt;Terence Critchlow&lt;/a&gt;, &lt;a href=&#034;/author/Deelman&#034;&gt;Ewa Deelman&lt;/a&gt;, &lt;a href=&#034;/author/Roure&#034;&gt;David De Roure&lt;/a&gt;, &lt;a href=&#034;/author/Freire&#034;&gt;Juliana Freire&lt;/a&gt;, &lt;a href=&#034;/author/Goble&#034;&gt;Carole Goble&lt;/a&gt;, &lt;a href=&#034;/author/Jones&#034;&gt;Matthew Jones&lt;/a&gt;, &lt;a href=&#034;/author/Klasky&#034;&gt;Scott Klasky&lt;/a&gt;, &lt;a href=&#034;/author/McPhillips&#034;&gt;Timothy McPhillips&lt;/a&gt;, &lt;a href=&#034;/author/Podhorszki&#034;&gt;Norbert Podhorszki&lt;/a&gt;, &lt;a href=&#034;/author/Silva&#034;&gt;Claudio Silva&lt;/a&gt;, &lt;a href=&#034;/author/Taylor&#034;&gt;Ian Taylor&lt;/a&gt;,  and &lt;a href=&#034;/author/Vouk&#034;&gt;Mladen Vouk&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Scientific Data Management, &lt;/em&gt;&lt;em&gt;chapter 13, &lt;/em&gt;&lt;em&gt;Chapman \&amp;amp; Hall, &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/dakspub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2764c2f395494f81ff2d6dd772840aea9/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2764c2f395494f81ff2d6dd772840aea9/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InCollection"/><owl:sameAs rdf:resource="http://daks.ucdavis.edu/~ludaesch/Paper/ch13-preprint.pdf"/><swrc:date>Fri Jul 24 19:56:37 CEST 2009</swrc:date><swrc:booktitle>Scientific Data Management</swrc:booktitle><swrc:chapter>13</swrc:chapter><swrc:publisher><swrc:Organization swrc:name="Chapman \&amp; Hall"/></swrc:publisher><swrc:series>Computational Science Series</swrc:series><swrc:title>Scientific Process Automation and Workflow Management</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>dakspub kepler keplerworkflow workflow </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Bertram Lud\&#034;ascher"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Ilkay Altintas"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Shawn Bowers"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Julian Cummings"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Terence Critchlow"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Ewa Deelman"/></rdf:_6><rdf:_7><swrc:Person swrc:name="David De Roure"/></rdf:_7><rdf:_8><swrc:Person swrc:name="Juliana Freire"/></rdf:_8><rdf:_9><swrc:Person swrc:name="Carole Goble"/></rdf:_9><rdf:_10><swrc:Person swrc:name="Matthew Jones"/></rdf:_10><rdf:_11><swrc:Person swrc:name="Scott Klasky"/></rdf:_11><rdf:_12><swrc:Person swrc:name="Timothy McPhillips"/></rdf:_12><rdf:_13><swrc:Person swrc:name="Norbert Podhorszki"/></rdf:_13><rdf:_14><swrc:Person swrc:name="Claudio Silva"/></rdf:_14><rdf:_15><swrc:Person swrc:name="Ian Taylor"/></rdf:_15><rdf:_16><swrc:Person swrc:name="Mladen Vouk"/></rdf:_16></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Arie Shoshani"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Doron Rotem"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/245b71bc3ac38e1f2e4a477b009bd4baa/ludaesch"><title>Scientific Workflows: Business as Usual?</title><link>http://www.bibsonomy.org/bibtex/245b71bc3ac38e1f2e4a477b009bd4baa/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-07-10T10:43:10+02:00</dc:date><dc:subject>kepler keplerworkflow workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt;, &lt;a href=&#034;/author/Weske&#034;&gt;Mathias Weske&lt;/a&gt;, &lt;a href=&#034;/author/McPhillips&#034;&gt;Timothy McPhillips&lt;/a&gt;,  and &lt;a href=&#034;/author/Bowers&#034;&gt;Shawn Bowers&lt;/a&gt; &lt;/span&gt;&lt;em&gt;7th Intl. Conf. on Business Process Management BPM, &lt;/em&gt;&lt;em&gt;Ulm, Germany, &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/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/245b71bc3ac38e1f2e4a477b009bd4baa/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/245b71bc3ac38e1f2e4a477b009bd4baa/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://daks.ucdavis.edu/~ludaesch/Paper/bpm09-ludaescher.pdf"/><swrc:date>Fri Jul 10 10:43:10 CEST 2009</swrc:date><swrc:address>Ulm, Germany</swrc:address><swrc:booktitle>7th Intl. Conf. on Business Process Management (BPM)</swrc:booktitle><swrc:series>LNCS 5701</swrc:series><swrc:title>Scientific Workflows: Business as Usual?</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>kepler keplerworkflow workflow </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Bertram Lud\&#034;ascher"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Mathias Weske"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Timothy McPhillips"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Shawn Bowers"/></rdf:_4></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Umeshwar Dayal"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Johann Eder"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Jana Koehler"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Hajo Reijers"/></rdf:_4></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/207c8dba7e31fcaa31262554a2014385f/ludaesch"><title>Exploring Scientific Workflow Provenance Using Hybrid Queries over Nested Data and Lineage Graphs</title><link>http://www.bibsonomy.org/bibtex/207c8dba7e31fcaa31262554a2014385f/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-06-17T09:08:24+02:00</dc:date><dc:subject>kepler keplerworkflow provenance workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Anand&#034;&gt;Manish Anand&lt;/a&gt;, &lt;a href=&#034;/author/Bowers&#034;&gt;Shawn Bowers&lt;/a&gt;, &lt;a href=&#034;/author/McPhillips&#034;&gt;Timothy McPhillips&lt;/a&gt;,  and &lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Scientific and Statistical Database Management&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/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/provenance"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/207c8dba7e31fcaa31262554a2014385f/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/207c8dba7e31fcaa31262554a2014385f/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/978-3-642-02279-1_18"/><swrc:date>Wed Jun 17 09:08:24 CEST 2009</swrc:date><swrc:journal>Scientific and Statistical Database Management</swrc:journal><swrc:pages>237--254</swrc:pages><swrc:title>Exploring Scientific Workflow Provenance Using Hybrid Queries over Nested Data and Lineage Graphs</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>kepler keplerworkflow provenance workflow </swrc:keywords><swrc:abstract>Existing approaches for representing the provenance of scientific workflow runs largely ignore computation models that work
over structured data, including XML. Unlike models based on transformation semantics, these computation models often employupdate semantics, in which only a portion of an incoming XML stream is modified by each workflow step. Applying conventionalprovenance approaches to such models results in provenance information that is either too coarse (e.g., stating that one versionof an XML document depends entirely on a prior version) or potentially incorrect (e.g., stating that each element of an XMLdocument depends on every element in a prior version). We describe a generic provenance model that naturally represents workflowruns involving processes that work over nested data collections and that employ update semantics. Moreover, we extend currentquery approaches to support our model, enabling queries to be posed not only over data lineage relationships, but also overversions of nested data structures produced during a workflow run. We show how hybrid queries can be expressed against ourmodel using high-level query constructs and implemented efficiently over relational provenance storage schemes.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Manish Anand"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Shawn Bowers"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Timothy McPhillips"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Bertram Ludäscher"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>SpringerLink - Book Chapter</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2538bf4081cf1c6bf585fc27484a8cc14/ludaesch"><title>Efficient provenance storage over nested data collections</title><link>http://www.bibsonomy.org/bibtex/2538bf4081cf1c6bf585fc27484a8cc14/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-06-17T09:05:40+02:00</dc:date><dc:subject>kepler keplerworkflow provenance workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Anand&#034;&gt;Manish Kumar Anand&lt;/a&gt;, &lt;a href=&#034;/author/Bowers&#034;&gt;Shawn Bowers&lt;/a&gt;, &lt;a href=&#034;/author/McPhillips&#034;&gt;Timothy McPhillips&lt;/a&gt;,  and &lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt; &lt;/span&gt;&lt;em&gt;EDBT &amp;#039;09: Proceedings of the 12th International Conference on Extending Database Technology, &lt;/em&gt;&lt;em&gt;page 958--969. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &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/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/provenance"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2538bf4081cf1c6bf585fc27484a8cc14/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2538bf4081cf1c6bf585fc27484a8cc14/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1516470"/><swrc:date>Wed Jun 17 09:05:40 CEST 2009</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>EDBT &#039;09: Proceedings of the 12th International Conference on Extending Database Technology</swrc:booktitle><swrc:pages>958--969</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Efficient provenance storage over nested data collections</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>kepler keplerworkflow provenance workflow </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Saint Petersburg, Russia" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-60558-422-5" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1516360.1516470" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Manish Kumar Anand"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Shawn Bowers"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Timothy McPhillips"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Bertram Lud\&#034;{a}scher"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Efficient provenance storage over nested data collections</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/243599ff26b9e55584914cd2e1db7abad/ludaesch"><title>Workflow automation for processing plasma fusion simulation data</title><link>http://www.bibsonomy.org/bibtex/243599ff26b9e55584914cd2e1db7abad/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-06-13T18:37:17+02:00</dc:date><dc:subject>kepler keplerworkflow workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Podhorszki&#034;&gt;Norbert Podhorszki&lt;/a&gt;, &lt;a href=&#034;/author/Ludaescher&#034;&gt;Bertram Ludaescher&lt;/a&gt;,  and &lt;a href=&#034;/author/Klasky&#034;&gt;Scott A. Klasky&lt;/a&gt; &lt;/span&gt;&lt;em&gt;WORKS &amp;#039;07: Proceedings of the 2nd workshop on Workflows in support of large-scale science, &lt;/em&gt;&lt;em&gt;page 35--44. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &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/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/243599ff26b9e55584914cd2e1db7abad/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/243599ff26b9e55584914cd2e1db7abad/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1273360.1273368"/><swrc:date>Sat Jun 13 18:37:17 CEST 2009</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>WORKS &#039;07: Proceedings of the 2nd workshop on Workflows in support of large-scale science</swrc:booktitle><swrc:pages>35--44</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Workflow automation for processing plasma fusion simulation data</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>kepler keplerworkflow workflow </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Monterey, California, USA" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-59593-715-5" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1273360.1273368" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Norbert Podhorszki"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Bertram Ludaescher"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Scott A. Klasky"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Workflow automation for processing plasma fusion simulation data</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/26a3c5d4837f64be7221ef6d3044eb9c8/ludaesch"><title>Nimrod/K: towards massively parallel dynamic grid workflows</title><link>http://www.bibsonomy.org/bibtex/26a3c5d4837f64be7221ef6d3044eb9c8/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-06-13T18:04:00+02:00</dc:date><dc:subject>grid kepler keplerworkflow nimrod parallelism workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Abramson&#034;&gt;David Abramson&lt;/a&gt;, &lt;a href=&#034;/author/Enticott&#034;&gt;Colin Enticott&lt;/a&gt;,  and &lt;a href=&#034;/author/Altinas&#034;&gt;Ilkay Altinas&lt;/a&gt; &lt;/span&gt;&lt;em&gt;SC &amp;#039;08: Proceedings of the 2008 ACM/IEEE conference on Supercomputing, &lt;/em&gt;&lt;em&gt;page 1--11. &lt;/em&gt;&lt;em&gt;Piscataway, NJ, USA, &lt;/em&gt;&lt;em&gt;IEEE 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/grid"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/nimrod"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/parallelism"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/26a3c5d4837f64be7221ef6d3044eb9c8/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/26a3c5d4837f64be7221ef6d3044eb9c8/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?doid=1413370.1413395"/><swrc:date>Sat Jun 13 18:04:00 CEST 2009</swrc:date><swrc:address>Piscataway, NJ, USA</swrc:address><swrc:booktitle>SC &#039;08: Proceedings of the 2008 ACM/IEEE conference on Supercomputing</swrc:booktitle><swrc:pages>1--11</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IEEE Press"/></swrc:publisher><swrc:title>Nimrod/K: towards massively parallel dynamic grid workflows</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>grid kepler keplerworkflow nimrod parallelism workflow </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Austin, Texas" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-4244-2835-9" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1413370.1413395" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="David Abramson"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Colin Enticott"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Ilkay Altinas"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Nimrod/K</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/25d019a4c15bb0e9fcfbda9547bbdc075/ludaesch"><title>A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows</title><link>http://www.bibsonomy.org/bibtex/25d019a4c15bb0e9fcfbda9547bbdc075/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-06-13T18:01:37+02:00</dc:date><dc:subject>kepler keplerworkflow workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Crawl&#034;&gt;Daniel Crawl&lt;/a&gt;,  and &lt;a href=&#034;/author/Altintas&#034;&gt;Ilkay Altintas&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Provenance and Annotation of Data and Processes&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/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/keplerworkflow"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/25d019a4c15bb0e9fcfbda9547bbdc075/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25d019a4c15bb0e9fcfbda9547bbdc075/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/978-3-540-89965-5_17"/><swrc:date>Sat Jun 13 18:01:37 CEST 2009</swrc:date><swrc:journal>Provenance and Annotation of Data and Processes</swrc:journal><swrc:pages>152--159</swrc:pages><swrc:title>A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>kepler keplerworkflow workflow </swrc:keywords><swrc:abstract>Capturing provenance information in scientific workflows is not only useful for determining data-dependencies, but also for
a wide range of queries including fault tolerance and usage statistics. As collaborative scientific workflow environmentsprovide users with reusable shared workflows, collection and usage of provenance data in a generic way that could serve multipledata and computational models become vital. This paper presents a method for capturing data value- and control- dependenciesfor provenance information collection in the Kepler scientific workflow system. It also describes how the collected informationbased on these dependencies could be used for a fault tolerance framework in different models of computation.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Daniel Crawl"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Ilkay Altintas"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>SpringerLink - Book Chapter</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/25fa93e5077e161085645e14a97c2de2a/ludaesch"><title>Abstract State Machines: a unifying view of models of computation and of system design frameworks</title><link>http://www.bibsonomy.org/bibtex/25fa93e5077e161085645e14a97c2de2a/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-05-11T00:53:25+02:00</dc:date><dc:subject>2read mocs theory workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Börger&#034;&gt;Egon Börger&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Annals of Pure and Applied Logic&lt;/em&gt; &lt;em&gt;133(1-3):149 - 171&lt;/em&gt; (&lt;em&gt;2005&lt;/em&gt;)&lt;em&gt;Festschrift on the occasion of Helmut Schwichtenberg&amp;#039;s 60th birthday
		    .
	    &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2read"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/mocs"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/theory"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/25fa93e5077e161085645e14a97c2de2a/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25fa93e5077e161085645e14a97c2de2a/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://www.sciencedirect.com/science/article/B6TYB-4DW8YRF-4/2/c2705a9143290e5799e7de7294f063eb"/><swrc:date>Mon May 11 00:53:25 CEST 2009</swrc:date><swrc:journal>Annals of Pure and Applied Logic</swrc:journal><swrc:note>Festschrift on the occasion of Helmut Schwichtenberg&#039;s 60th birthday</swrc:note><swrc:number>1-3</swrc:number><swrc:pages>149 - 171</swrc:pages><swrc:title>Abstract State Machines: a unifying view of models of computation and of system design frameworks</swrc:title><swrc:volume>133</swrc:volume><swrc:year>2005</swrc:year><swrc:keywords>2read mocs theory workflow </swrc:keywords><swrc:abstract>We capture the principal models of computation and specification in the literature by a uniform set of transparent mathematical descriptions which--starting from scratch--provide the conceptual basis for a comparative study.1</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0168-0072" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="DOI: 10.1016/j.apal.2004.10.007" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Egon Börger"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>ScienceDirect - Annals of Pure and Applied Logic : Abstract State Machines: a unifying view of models of computation and of system design frameworks</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/23bfcd512350acf095b90362ce6479e72/ludaesch"><title>iTunes University and the classroom: Can podcasts replace Professors?</title><link>http://www.bibsonomy.org/bibtex/23bfcd512350acf095b90362ce6479e72/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-05-08T11:56:45+02:00</dc:date><dc:subject>education teaching </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/McKinney&#034;&gt;Dani McKinney&lt;/a&gt;, &lt;a href=&#034;/author/Dyck&#034;&gt;Jennifer L. Dyck&lt;/a&gt;,  and &lt;a href=&#034;/author/Luber&#034;&gt;Elise S. Luber&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Computers &amp;amp; Education&lt;/em&gt; &lt;em&gt;52(3):617 - 623&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/education"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/teaching"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/23bfcd512350acf095b90362ce6479e72/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/23bfcd512350acf095b90362ce6479e72/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://www.sciencedirect.com/science/article/B6VCJ-4V5GCPP-2/2/1b2269e0998b954052d275e66d216bd3"/><swrc:date>Fri May 08 11:56:45 CEST 2009</swrc:date><swrc:journal>Computers &amp; Education</swrc:journal><swrc:number>3</swrc:number><swrc:pages>617 - 623</swrc:pages><swrc:title>iTunes University and the classroom: Can podcasts replace Professors?</swrc:title><swrc:volume>52</swrc:volume><swrc:year>2009</swrc:year><swrc:keywords>education teaching </swrc:keywords><swrc:abstract>iTunes University, a website with downloadable educational podcasts, can provide students the opportunity to obtain professors&#039; lectures when students are unable to attend class. To determine the effectiveness of audio lectures in higher education, undergraduate general psychology students participated in one of two conditions. In the lecture condition, participants listened to a 25-min lecture given in person by a professor using PowerPoint slides. Copies of the slides were given to aid note-taking. In the podcast condition, participants received a podcast of the same lecture along with the PowerPoint handouts. Participants in both conditions were instructed to keep a running log of study time and activities used in preparing for an exam. One week from the initial session students returned to take an exam on lecture content. Results indicated that students in the podcast condition who took notes while listening to the podcast scored significantly higher than the lecture condition. The impact of mobile learning on classroom performance is discussed.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0360-1315" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="DOI: 10.1016/j.compedu.2008.11.004" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dani McKinney"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Jennifer L. Dyck"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Elise S. Luber"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>ScienceDirect - Computers &amp; Education : iTunes University and the classroom: Can podcasts replace Professors?</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/217c8cce2e206bc8607f9255ef502640a/ludaesch"><title>Using the π-Calculus for Formalizing Workflow Patterns</title><link>http://www.bibsonomy.org/bibtex/217c8cce2e206bc8607f9255ef502640a/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2009-05-03T20:40:24+02:00</dc:date><dc:subject>workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Puhlmann&#034;&gt;Frank Puhlmann&lt;/a&gt;,  and &lt;a href=&#034;/author/Weske&#034;&gt;Mathias Weske&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Business Process Management&lt;/em&gt;  (&lt;em&gt;2005&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/217c8cce2e206bc8607f9255ef502640a/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/217c8cce2e206bc8607f9255ef502640a/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/11538394_11"/><swrc:date>Sun May 03 20:40:24 CEST 2009</swrc:date><swrc:journal>Business Process Management</swrc:journal><swrc:pages>153--168</swrc:pages><swrc:title>Using the π-Calculus for Formalizing Workflow Patterns</swrc:title><swrc:year>2005</swrc:year><swrc:keywords>workflow </swrc:keywords><swrc:abstract>This paper discusses the application of a general process theory – the π-calculus – for describing the behavioral perspective of workflow. The π-calculus is a process algebra that describes mobile systems. Mobile systems are made up of components that communicate and change their structure as a result of communication. The ideas behind mobility, communication and change can also enrich the workflow domain, where flexibility and reaction to change are main drivers. However, it has not yet been evaluated whether the π-calculus is actually appropriate to represent the behavioral patterns of workflow. This paper investigates the issue and introduces a collection of workflow patterns formalizations, each with a sound formal definition and execution semantics. The formalizations can be used as a foundation for pattern-based workflow execution, reasoning, and simulation as well as a basis for future research on theoretical aspects of workflow.
ER  -</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Frank Puhlmann"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Mathias Weske"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>SpringerLink - Book Chapter</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/26f2b2b8e810baed8556f07f30ff6196f/ludaesch"><title>Efficient Reading of Papers in Science and Technology</title><link>http://www.bibsonomy.org/bibtex/26f2b2b8e810baed8556f07f30ff6196f/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-11-13T10:48:49+01:00</dc:date><dc:subject>293 reading teaching </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Hanson&#034;&gt;Michael J. Hanson&lt;/a&gt;,  and &lt;a href=&#034;/author/McNamee&#034;&gt;Dylan J. McNamee&lt;/a&gt; &lt;/span&gt;(&lt;em&gt;2000&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/293"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/reading"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/teaching"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/26f2b2b8e810baed8556f07f30ff6196f/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/26f2b2b8e810baed8556f07f30ff6196f/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Misc"/><owl:sameAs rdf:resource="http://www.cs.columbia.edu/~hgs/netbib/efficientReading.pdf "/><swrc:date>Thu Nov 13 10:48:49 CET 2008</swrc:date><swrc:title>Efficient Reading of Papers in Science and Technology</swrc:title><swrc:year>2000</swrc:year><swrc:keywords>293 reading teaching </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Michael J. Hanson"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Dylan J. McNamee"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/22daf52c0d6657154e2f8d7dcdbcb5d5b/ludaesch"><title>How to read a paper</title><link>http://www.bibsonomy.org/bibtex/22daf52c0d6657154e2f8d7dcdbcb5d5b/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-11-13T06:41:30+01:00</dc:date><dc:subject>293 teaching </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Keshav&#034;&gt;S. Keshav&lt;/a&gt; &lt;/span&gt;&lt;em&gt;SIGCOMM Comput. Commun. Rev.&lt;/em&gt; &lt;em&gt;37(3):83--84&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/293"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/teaching"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/22daf52c0d6657154e2f8d7dcdbcb5d5b/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/22daf52c0d6657154e2f8d7dcdbcb5d5b/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1273445.1273458"/><swrc:date>Thu Nov 13 06:41:30 CET 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:journal>SIGCOMM Comput. Commun. Rev.</swrc:journal><swrc:number>3</swrc:number><swrc:pages>83--84</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>How to read a paper</swrc:title><swrc:volume>37</swrc:volume><swrc:year>2007</swrc:year><swrc:keywords>293 teaching </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="0146-4833" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1273445.1273458" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="S. Keshav"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>How to read a paper.
Researchers spend a great deal of time reading research
papers. However, this skill is rarely taught, leading to much wasted effort. This article outlines a practical and efficient three-pass method for reading research papers. I also describe how to use this method to do a literature survey.</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/251d50d9e980cdec1a980c6a191cad9c8/ludaesch"><title>The complexity of query containment in expressive fragments of XPath 2.0</title><link>http://www.bibsonomy.org/bibtex/251d50d9e980cdec1a980c6a191cad9c8/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-11-04T20:43:08+01:00</dc:date><dc:subject>xpath </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/ten Cate&#034;&gt;Balder ten Cate&lt;/a&gt;,  and &lt;a href=&#034;/author/Lutz&#034;&gt;Carsten Lutz&lt;/a&gt; &lt;/span&gt;&lt;em&gt;PODS &amp;#039;07: Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, &lt;/em&gt;&lt;em&gt;page 73--82. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &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/xpath"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/251d50d9e980cdec1a980c6a191cad9c8/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/251d50d9e980cdec1a980c6a191cad9c8/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1265530.1265541"/><swrc:date>Tue Nov 04 20:43:08 CET 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>PODS &#039;07: Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems</swrc:booktitle><swrc:pages>73--82</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>The complexity of query containment in expressive fragments of XPath 2.0</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>xpath </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Beijing, China" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-59593-685-1" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1265530.1265541" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Balder ten Cate"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Carsten Lutz"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>The complexity of query containment in expressive fragments of XPath 2.0</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/225161f40c1d7b3cbe2c01f62acf62fe8/ludaesch"><title>XPath processing in a nutshell</title><link>http://www.bibsonomy.org/bibtex/225161f40c1d7b3cbe2c01f62acf62fe8/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-11-04T20:17:33+01:00</dc:date><dc:subject>xpath </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Gottlob&#034;&gt;Georg Gottlob&lt;/a&gt;, &lt;a href=&#034;/author/Koch&#034;&gt;Christoph Koch&lt;/a&gt;,  and &lt;a href=&#034;/author/Pichler&#034;&gt;Reinhard Pichler&lt;/a&gt; &lt;/span&gt;&lt;em&gt;SIGMOD Rec.&lt;/em&gt; &lt;em&gt;32(1):12--19&lt;/em&gt; (&lt;em&gt;2003&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/xpath"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/225161f40c1d7b3cbe2c01f62acf62fe8/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/225161f40c1d7b3cbe2c01f62acf62fe8/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=640992"/><swrc:date>Tue Nov 04 20:17:33 CET 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:journal>SIGMOD Rec.</swrc:journal><swrc:number>1</swrc:number><swrc:pages>12--19</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>XPath processing in a nutshell</swrc:title><swrc:volume>32</swrc:volume><swrc:year>2003</swrc:year><swrc:keywords>xpath </swrc:keywords><swrc:abstract>We provide a concise yet complete formal definition of the semantics of XPath 1 and summarize e cient algorithms for processing queries in this language. Our presentation is intended both for the reader who is looking for a short but comprehensive formal account of XPath as well as the software developer in need of material that facilitates the rapid implementation of XPath engines.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0163-5808" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/640990.640992" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Georg Gottlob"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Christoph Koch"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Reinhard Pichler"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>XPath processing in a nutshell</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/24f1163d7b22d2588082fecabdfb35cea/ludaesch"><title>On Providing Declarative Design and Programming
                  Constructs for Scientific Workflows based on Process
                  Networks</title><link>http://www.bibsonomy.org/bibtex/24f1163d7b22d2588082fecabdfb35cea/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-11-03T06:19:09+01:00</dc:date><dc:subject>haskell kepler workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt;,  and &lt;a href=&#034;/author/Altintas&#034;&gt;Ilkay Altintas&lt;/a&gt; &lt;/span&gt;&lt;em&gt;San Diego Supercomputer Center, &lt;/em&gt;(&lt;em&gt;2003&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/haskell"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/24f1163d7b22d2588082fecabdfb35cea/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24f1163d7b22d2588082fecabdfb35cea/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#TechnicalReport"/><owl:sameAs rdf:resource="http://daks.ucdavis.edu/~ludaesch/Paper/scidac-tn-map-constructs.pdf"/><swrc:date>Mon Nov 03 06:19:09 CET 2008</swrc:date><swrc:institution><swrc:Organization swrc:name="San Diego Supercomputer Center"/></swrc:institution><swrc:title>On Providing Declarative Design and Programming
                  Constructs for Scientific Workflows based on Process
                  Networks</swrc:title><swrc:year>2003</swrc:year><swrc:keywords>haskell kepler workflow </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Bertram Lud\&#034;ascher"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Ilkay Altintas"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2ea5ce97bd0c9004027a7ca3d7255bddf/ludaesch"><title>Scientific Workflows: More e-Science Mileage from Cyberinfrastructure</title><link>http://www.bibsonomy.org/bibtex/2ea5ce97bd0c9004027a7ca3d7255bddf/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-11-03T06:17:50+01:00</dc:date><dc:subject>e-science kepler workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt;, &lt;a href=&#034;/author/Bowers&#034;&gt;Shawn Bowers&lt;/a&gt;, &lt;a href=&#034;/author/McPhillips&#034;&gt;Timothy McPhillips&lt;/a&gt;,  and &lt;a href=&#034;/author/Podhorszki&#034;&gt;Norbert Podhorszki&lt;/a&gt; &lt;/span&gt;&lt;em&gt;e-Science and Grid Computing, International Conference on&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/e-science"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2ea5ce97bd0c9004027a7ca3d7255bddf/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2ea5ce97bd0c9004027a7ca3d7255bddf/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://daks.ucdavis.edu/~ludaesch/Paper/ludaescher-escience-wf-mileage.pdf"/><swrc:date>Mon Nov 03 06:17:50 CET 2008</swrc:date><swrc:address>Los Alamitos, CA, USA</swrc:address><swrc:journal>e-Science and Grid Computing, International Conference on</swrc:journal><swrc:pages>145</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IEEE Computer Society"/></swrc:publisher><swrc:title>Scientific Workflows: More e-Science Mileage from Cyberinfrastructure</swrc:title><swrc:volume>0</swrc:volume><swrc:year>2006</swrc:year><swrc:keywords>e-science kepler workflow </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://doi.ieeecomputersociety.org/10.1109/E-SCIENCE.2006.122" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Bertram Lud\&#034;ascher"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Shawn Bowers"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Timothy McPhillips"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Norbert Podhorszki"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/239365c92f178737f3bbb0364396fd71b/ludaesch"><title>A semantic framework and software design to enable the transparent integration, reorganization and discovery of natural systems knowledge</title><link>http://www.bibsonomy.org/bibtex/239365c92f178737f3bbb0364396fd71b/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-11-01T03:52:43+01:00</dc:date><dc:subject>kr seek </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Villa&#034;&gt;Ferdinando Villa&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Journal of Intelligent Information Systems&lt;/em&gt; &lt;em&gt;29(1):79--96&lt;/em&gt; (&lt;em&gt;August 2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kr"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/seek"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/239365c92f178737f3bbb0364396fd71b/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/239365c92f178737f3bbb0364396fd71b/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/s10844-006-0032-x"/><swrc:date>Sat Nov 01 03:52:43 CET 2008</swrc:date><swrc:journal>Journal of Intelligent Information Systems</swrc:journal><swrc:month>#aug#</swrc:month><swrc:number>1</swrc:number><swrc:pages>79--96</swrc:pages><swrc:title>A semantic framework and software design to enable the transparent integration, reorganization and discovery of natural systems knowledge</swrc:title><swrc:volume>29</swrc:volume><swrc:year>2007</swrc:year><swrc:keywords>kr seek </swrc:keywords><swrc:abstract>Abstract&amp;nbsp;&amp;nbsp;I present a conceptualization that attempts to unify diverse representations of natural knowledge while providing a workable
computational framework, based on current semantic web theory, for developing, communicating, and running integrated simulationmodels. The approach is based on a long-standing principle of scientific investigation: the separation of the ontologicalcharacter of the object of study from the semantics of the observation context, the latter including location in space and time and other observation-related aspects. I will show how current KnowledgeRepresentation theories coupled with the object-oriented paradigm allow an efficient integration through the abstract modelof a domain, which relates to the idea of aspect in software engineering. This conceptualization allows us to factor out two fundamental causes of complexity and awkwardnessin the representation of knowledge about natural system: (a) the distinction between data and models, both seen here as genericknowledge sources; (b) the multiplicity of states in data sources, handled through the hierarchical composition of independentlydefined domain objects, each accounting for all states in one well-known observational dimension. This simplification leavesmodelers free to work with the bare conceptual bones of the problem, encapsulating complexities connected to data format,and scale. I will then describe the design of a software system that implements the approach, referring to explicit ontologiesto unambiguously characterize the semantics of the objects of study, and allowing the independent definition of a global observation context that can be redefined as required. I will briefly discuss applications to multi-scale, multi-paradigm modeling, intelligentdatabase design, and web-based collaboration.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ferdinando Villa"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>SpringerLink - Journal Article</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2e7c90fdce9b659e5ce254e2360579df4/ludaesch"><title>A Dataflow-Oriented Atomicity and Provenance System for Pipelined Scientific Workflows</title><link>http://www.bibsonomy.org/bibtex/2e7c90fdce9b659e5ce254e2360579df4/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-10-11T10:09:25+02:00</dc:date><dc:subject>atomicity citesdaks kepler provenance workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Wang&#034;&gt;Liqiang Wang&lt;/a&gt;, &lt;a href=&#034;/author/Lu&#034;&gt;Shiyong Lu&lt;/a&gt;, &lt;a href=&#034;/author/Fei&#034;&gt;Xubo Fei&lt;/a&gt;,  and &lt;a href=&#034;/author/Ram&#034;&gt;Jeffrey Ram&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Computational Science – ICCS 2007&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/atomicity"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/citesdaks"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kepler"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/provenance"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2e7c90fdce9b659e5ce254e2360579df4/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2e7c90fdce9b659e5ce254e2360579df4/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/978-3-540-72588-6_42"/><swrc:date>Sat Oct 11 10:09:25 CEST 2008</swrc:date><swrc:journal>Computational Science – ICCS 2007</swrc:journal><swrc:pages>244--252</swrc:pages><swrc:title>A Dataflow-Oriented Atomicity and Provenance System for Pipelined Scientific Workflows</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>atomicity citesdaks kepler provenance workflow </swrc:keywords><swrc:abstract>Scientific workflows have gained great momentum in recent years due to their critical roles in e-Science and cyberinfrastructure
applications. However, some tasks of a scientific workflow might fail during execution. A domain scientist might require aregion of a scientific workflow to be “atomic”. Data provenance, which determines the source data that are used to producea data item, is also essential to scientific workflows. In this paper, we propose: (i) an architecture for scientific workflow management systems that supports both provenance and atomicity; (ii) a dataflow-oriented atomicity model that supports the notions of commit and abort; and (iii) a dataflow-oriented provenance model that, in addition to supporting existing provenance graphs and queries, also supportsqueries related to atomicity and failure.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Liqiang Wang"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Shiyong Lu"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Xubo Fei"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Jeffrey Ram"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>SpringerLink - Book Chapter</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2542c043db57c6fb810e9bb67b61117cd/ludaesch"><title>A Calculus for Propagating Semantic Annotations Through Scientific Workflow Queries</title><link>http://www.bibsonomy.org/bibtex/2542c043db57c6fb810e9bb67b61117cd/ludaesch</link><dc:creator>ludaesch</dc:creator><dc:date>2008-10-01T08:52:29+02:00</dc:date><dc:subject>annotations semantics workflow </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Bowers&#034;&gt;Shawn Bowers&lt;/a&gt;,  and &lt;a href=&#034;/author/Ludäscher&#034;&gt;Bertram Ludäscher&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Current Trends in Database Technology – EDBT 2006, &lt;/em&gt;&lt;em&gt;page 712--723. &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/annotations"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semantics"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workflow"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2542c043db57c6fb810e9bb67b61117cd/ludaesch"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2542c043db57c6fb810e9bb67b61117cd/ludaesch"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/11896548_54"/><swrc:date>Wed Oct 01 08:52:29 CEST 2008</swrc:date><swrc:booktitle>Current Trends in Database Technology – EDBT 2006</swrc:booktitle><swrc:pages>712--723</swrc:pages><swrc:title>A Calculus for Propagating Semantic Annotations Through Scientific Workflow Queries</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>annotations semantics workflow </swrc:keywords><swrc:abstract>Scientific workflows facilitate automation, reuse, and reproducibility of scientific data management and analysis tasks. Scientific
workflows are often modeled as dataflow networks, chaining together processing components (called actors) that query, transform, analyse, and visualize scientific datasets. Semantic annotations relate data and actor schemas withconceptual information from a shared ontology, to support scientific workflow design, discovery, reuse, and validation inthe presence of thousands of potentially useful actors and datasets. However, the creation of semantic annotations is complexand time-consuming. We present a calculus and two inference algorithms to automatically propagate semantic annotations through workflow actors described by relational queries. Given an input annotation α and a query q, forward propagation computes an output annotation α′; conversely, backward propagation infers α from q and α′.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Shawn Bowers"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Bertram Ludäscher"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>SpringerLink - Book Chapter</description></item></rdf:RDF>
