@inproceedings{brachmann:2020:cidr:your, author = {Brachmann, Michael and Spoth, William and Kennedy, Oliver and Glavic, Boris and Mueller, Heiko and Castelo, Sonia and Bautista, Carlos and Freire, Juliana}, title = {Your notebook is not crumby enough, REPLace it}, booktitle = {CIDR}, year = {2020} } @inproceedings{brachmann:2019:sigmod:data, author = {Brachmann, Mike and Bautista, Carlos and Castelo, Sonia and Feng, Su and Freire, Juliana and Glavic, Boris and Kennedy, Oliver and Mueller, Heiko and Rampin, Remi and Spoth, William and Yang, Ying}, title = {Data Debugging and Exploration with Vizier}, booktitle = {SIGMOD-Demo}, year = {2019} } @inproceedings{DBLP:conf/tapp/PimentelBMF15, author = {Jo{\~{a}}o Felipe Pimentel and Vanessa Braganholo and Leonardo Murta and Juliana Freire}, title = {Collecting and Analyzing Provenance on Interactive Notebooks: When IPython Meets noWorkflow}, booktitle = {TaPP}, publisher = {{USENIX} Association}, year = {2015} } @inproceedings{DBLP:conf/ipaw/PimentelFMB16, author = {Jo{\~{a}}o Felipe Pimentel and Juliana Freire and Leonardo Murta and Vanessa Braganholo}, title = {Fine-Grained Provenance Collection over Scripts Through Program Slicing}, booktitle = {{IPAW}}, series = {Lecture Notes in Computer Science}, volume = {9672}, pages = {199--203}, publisher = {Springer}, year = {2016} } @article{DBLP:journals/ese/PimentelMBF21, author = {Jo{\~{a}}o Felipe Pimentel and Leonardo Murta and Vanessa Braganholo and Juliana Freire}, title = {Understanding and improving the quality and reproducibility of Jupyter notebooks}, journal = {Empir. Softw. Eng.}, volume = {26}, number = {4}, pages = {65}, year = {2021} } @inproceedings{CW17a, Author = {Carvalho, Lucas AMC and Wang, Regina and Gil, Yolanda and Garijo, Daniel}, Booktitle = {K-CAP Workshops}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/CWGG17_NiW Converting Notebooks into Workflows to Capture Dataflow and Provenance..pdf}, Date-Added = {2019-09-29 21:35:06 -0500}, Date-Modified = {2019-09-29 21:35:09 -0500}, Pages = {12--16}, Title = {NiW: Converting Notebooks into Workflows to Capture Dataflow and Provenance.}, Year = {2017}, Bdsk-File-1 = {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}, } @inproceedings{PG18, Author = {Tomas Petricek and James Geddes and Charles A. Sutton}, Bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/PGS18_Wrattler Reproducible, live and polyglot notebooks.pdf}, Biburl = {https://dblp.org/rec/bib/conf/tapp/0001GS18}, Booktitle = {10th {USENIX} Workshop on the Theory and Practice of Provenance, TaPP 2018, London, UK, July 11-12, 2018}, Crossref = {DBLP:conf/tapp/2018}, Date-Added = {2019-11-22 20:09:17 -0600}, Date-Modified = {2019-11-22 20:09:20 -0600}, Timestamp = {Mon, 16 Jul 2018 15:45:41 +0200}, Title = {Wrattler: Reproducible, live and polyglot notebooks}, Url = {https://www.usenix.org/conference/tapp2018/presentation/petricek}, Year = {2018}, Bdsk-File-1 = {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}, editor = {Melanie Herschel}, publisher = {{USENIX} Association}, } @inproceedings{KP17a, Author = {David Koop and Jay Patel}, Bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/KP17_Dataflow Notebooks Encoding and Tracking Dependencies of Cells.pdf}, Biburl = {https://dblp.org/rec/bib/conf/tapp/KoopP17}, Booktitle = {9th {USENIX} Workshop on the Theory and Practice of Provenance, TaPP 2017, Seattle, WA, USA, June 23, 2017}, Crossref = {DBLP:conf/tapp/2017}, Date-Added = {2019-12-07 09:35:47 -0600}, Date-Modified = {2019-12-07 09:35:50 -0600}, Timestamp = {Tue, 19 Mar 2019 13:03:53 +0100}, Title = {Dataflow Notebooks: Encoding and Tracking Dependencies of Cells}, Url = {https://www.usenix.org/conference/tapp17/workshop-program/presentation/koop}, Year = {2017}, Bdsk-File-1 = {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}, editor = {Adam Bates and Bill Howe}, publisher = {{USENIX} Association}, } @article{macke-21-fglsnin, author = {Stephen Macke and Aditya G. Parameswaran and Hongpu Gong and Doris Jung Lin Lee and Doris Xin and Andrew Head}, title = {Fine-Grained Lineage for Safer Notebook Interactions}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/macke-21-fglsnin-2021-Fine-Grained_Lineage_for_Safer_Notebook_Interactions-Macke_Parameswaran.pdf}, journal = {Proc. {VLDB} Endow.}, volume = {14}, number = {6}, pages = {1093--1101}, year = {2021}, url = {http://www.vldb.org/pvldb/vol14/p1093-macke.pdf}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/MackePGLXH21.bib}, timestamp = {Tue, 23 Mar 2021 16:03:22 +0100}, } @inproceedings{samuel-18-p, author = {Sheeba Samuel and Birgitta K{\"{o}}nig{-}Ries}, title = {ProvBook: Provenance-based Semantic Enrichment of Interactive Notebooks for Reproducibility}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/samuel-18-p-2018-ProvBook_Provenance-based_Semantic_Enrichment_of_Interactive_Notebooks_for_Reproducibility-Samuel_K_o_nig_-_Rie.pdf}, booktitle = {Proceedings of the {ISWC} 2018 Posters {\&} Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference {(ISWC} 2018), Monterey, USA, October 8th - to - 12th, 2018}, year = 2018, url = {http://ceur-ws.org/Vol-2180/paper-57.pdf}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/semweb/SamuelK18.bib}, crossref = {DBLP:conf/semweb/2018p}, timestamp = {Tue, 07 Sep 2021 13:48:03 +0200}, } @inproceedings{koop-21-nar, author = {David Koop}, title = {Notebook Archaeology: Inferring Provenance from Computational Notebooks}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/koop-21-nar-2021-Notebook_Archaeology_Inferring_Provenance_from_Computational_Notebooks-Koo.pdf}, booktitle = {Provenance and Annotation of Data and Processes - 8th and 9th International Provenance and Annotation Workshop, {IPAW} 2020 + {IPAW} 2021, Virtual Event, July 19-22, 2021, Proceedings}, year = 2021, pages = {109--126}, doi = {10.1007/978-3-030-80960-7\_7}, url = {https://doi.org/10.1007/978-3-030-80960-7\_7}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ipaw/Koop21.bib}, crossref = {DBLP:conf/ipaw/2020}, timestamp = {Wed, 21 Jul 2021 15:51:06 +0200}, } @inproceedings{chapman-21-fphdsdp, author = {Adriane Chapman and Paolo Missier and Giulia Simonelli and Riccardo Torlone}, title = {Fine-grained Provenance for High-quality Data Science (Discussion Paper)}, booktitle = {Proceedings of the 29th Italian Symposium on Advanced Database Systems, {SEBD} 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021}, year = 2021, pages = {411--418}, url = {http://ceur-ws.org/Vol-2994/paper46.pdf}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sebd/ChapmanMST21.bib}, crossref = {DBLP:conf/sebd/2021}, timestamp = {Fri, 12 Nov 2021 17:12:18 +0100}, } @article{chapman-20-cqfgppp, author = {Adriane Chapman and Paolo Missier and Giulia Simonelli and Riccardo Torlone}, title = {Capturing and Querying Fine-Grained Provenance of Preprocessing Pipelines in Data Science}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/chapman-20-cqfgppp-2020-Capturing_and_Querying_Fine-Grained_Provenance_of_Preprocessing_Pipelines_in_Data_Science-Chapman_Missier.pdf}, journal = {Proc. {VLDB} Endow.}, volume = {14}, number = {4}, pages = {507--520}, year = {2020}, doi = {10.14778/3436905.3436911}, url = {https://doi.org/10.14778/3436905.3436911}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/ChapmanMST20.bib}, timestamp = {Sun, 25 Jul 2021 11:40:36 +0200}, } @article{rupprecht-20-imrdsptt, author = {Lukas Rupprecht and James C. Davis and Constantine Arnold and Yaniv Gur and Deepavali Bhagwat}, title = {Improving Reproducibility of Data Science Pipelines Through Transparent Provenance Capture}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/rupprecht-20-imrdsptt-2020-Improving_Reproducibility_of_Data_Science_Pipelines_Through_Transparent_Provenance_Capture-Rupprecht_Davis.pdf}, journal = {Proc. {VLDB} Endow.}, volume = 13, number = 12, pages = {3354--3368}, year = 2020, doi = {10.14778/3415478.3415556}, url = {http://www.vldb.org/pvldb/vol13/p3354-rupprecht.pdf}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/RupprechtDAGB20.bib}, timestamp = {Tue, 23 Mar 2021 15:33:12 +0100}, } @incollection{chapman-21-rphj, author = {Chapman, Adriane and Sasikant, Abhirami and Simonelli, Giulia and Missier, Paolo and Torlone, Riccardo}, booktitle = {Provenance in Data Science}, pages = {25--45}, publisher = {Springer}, title = {The Right (Provenance) Hammer for the Job: A Comparison of Data Provenance Instrumentation}, year = 2021, } @inproceedings{namaki-20-v, author = {Mohammad Hossein Namaki and Avrilia Floratou and Fotis Psallidas and Subru Krishnan and Ashvin Agrawal and Yinghui Wu and Yiwen Zhu and Markus Weimer}, title = {Vamsa: Automated Provenance Tracking in Data Science Scripts}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/namaki-20-v-2020-Vamsa_Automated_Provenance_Tracking_in_Data_Science_Scripts-Namaki_Floratou.pdf}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, year = {2020}, pages = {1542--1551}, doi = {10.1145/3394486.3403205}, url = {https://doi.org/10.1145/3394486.3403205}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/NamakiFPKAWZW20.bib}, timestamp = {Tue, 09 Mar 2021 09:46:47 +0100}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, publisher = {{ACM}}, isbn = {978-1-4503-7998-4}, } @article{silva-18-d, author = {V{\'{\i}}tor Silva and Daniel de Oliveira and Marta Mattoso and Patrick Valduriez}, title = {Dfanalyzer: Runtime Dataflow Analysis of Scientific Applications Using Provenance}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/silva-18-d-2018-Dfanalyzer_Runtime_Dataflow_Analysis_of_Scientific_Applications_Using_Provenance-Silva_Oliveira.pdf}, journal = {Proc. {VLDB} Endow.}, volume = 11, number = 12, pages = {2082--2085}, year = 2018, doi = {10.14778/3229863.3236265}, url = {http://www.vldb.org/pvldb/vol11/p2082-sousa.pdf}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/SousaOMV18.bib}, timestamp = {Mon, 21 Dec 2020 16:56:07 +0100}, } @article{pimentel-19-scmanpfs, author = {Jo{\~{a}}o Felipe Pimentel and Juliana Freire and Leonardo Murta and Vanessa Braganholo}, title = {A Survey on Collecting, Managing, and Analyzing Provenance From Scripts}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/pimentel-19-scmanpfs-2019-A_Survey_on_Collecting_Managing_and_Analyzing_Provenance_From_Scripts-Pimentel_Freire.pdf}, journal = {{ACM} Comput. Surv.}, volume = {52}, number = {3}, pages = {47:1--47:38}, year = {2019}, doi = {10.1145/3311955}, url = {https://doi.org/10.1145/3311955}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/csur/PimentelFMB19.bib}, timestamp = {Sat, 08 Jan 2022 02:23:12 +0100}, } @article{lerner-18-usintcpr, author = {Barbara Lerner and Emery R. Boose and Luis Perez}, title = {Using Introspection To Collect Provenance in {R}}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/lerner-18-usintcpr-2018-Using_Introspection_To_Collect_Provenance_in_R-Lerner_Boose.pdf}, journal = {Informatics}, volume = 5, number = 1, pages = 12, year = 2018, doi = {10.3390/informatics5010012}, url = {https://doi.org/10.3390/informatics5010012}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/informatics/LernerBP18.bib}, timestamp = {Wed, 12 Sep 2018 14:58:21 +0200}, } @inproceedings{silles-10-pawr, author = {Chris A. Silles and Andrew R. Runnalls}, title = {Provenance-Awareness in {R}}, booktitle = {Provenance and Annotation of Data and Processes - Third International Provenance and Annotation Workshop, {IPAW} 2010, Troy, NY, USA, June 15-16, 2010. Revised Selected Papers}, year = {2010}, pages = {64--72}, doi = {10.1007/978-3-642-17819-1\_8}, url = {https://doi.org/10.1007/978-3-642-17819-1\_8}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ipaw/SillesR10.bib}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, editor = {Deborah L. McGuinness and James Michaelis and Luc Moreau}, series = {Lecture Notes in Computer Science}, volume = {6378}, publisher = {Springer}, isbn = {978-3-642-17818-4}, } @article{pimentel-17-n, author = {Jo{\~{a}}o Felipe Pimentel and Leonardo Murta and Vanessa Braganholo and Juliana Freire}, title = {Noworkflow: a Tool for Collecting, Analyzing, and Managing Provenance From Python Scripts}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/pimentel-17-n-2017-Noworkflow_a_Tool_for_Collecting_Analyzing_and_Managing_Provenance_From_Python_Scripts-Pimentel_Murta.pdf}, journal = {Proc. {VLDB} Endow.}, volume = {10}, number = {12}, pages = {1841--1844}, year = {2017}, doi = {10.14778/3137765.3137789}, url = {https://doi.org/10.14778/3137765.3137789}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/PimentelMBF17.bib}, timestamp = {Wed, 12 May 2021 10:56:04 +0200}, } @incollection{MB14a, Author = {Murta, Leonardo and Braganholo, Vanessa and Chirigati, Fernando and Koop, David and Freire, Juliana}, Booktitle = {Provenance and Annotation of Data and Processes}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/MBCKF14_noWorkflow Capturing and analyzing provenance of scripts.pdf}, Date-Added = {2015-11-18 14:22:51 +0000}, Date-Modified = {2015-11-18 14:22:53 +0000}, Pages = {71--83}, Publisher = {Springer}, Title = {noWorkflow: Capturing and analyzing provenance of scripts}, Year = {2014}, Bdsk-File-1 = {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}, } @article{DC07, Author = {Davidson, Susan B. and Cohen-Boulakia, Sarah and Eyal, Anat and Lud{\"a}scher, Bertram and McPhillips, Timothy and Bowers, Shawn and Freire, Juliana}, Date-Added = {2009-11-19 10:26:42 +0100}, pdf = {/Users/lord_pretzel/Documents/PaperGit/Papers/DCELMBF07_Provenance in Scientific Workflow Systems_0.pdf}, Date-Modified = {2013-08-21 01:11:11 +0000}, Journal = {IEEE Data Engineering Bulletin}, Keywords = {provenance; CS595Background}, Number = {4}, Pages = {44--50}, Title = {{Provenance in Scientific Workflow Systems}}, Volume = {32}, Year = {2007}, Bdsk-File-1 = {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}, }