Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
article

WOODSS and the Web: annotating and reusing scientific workflows

Published: 01 September 2005 Publication History
  • Get Citation Alerts
  • Abstract

    This paper discusses ongoing research on scientific workflows at the Institute of Computing, University of Campinas (IC - UNICAMP) Brazil. Our projects with bio-scientists have led us to develop a scientific workflow infrastructure named WOODSS. This framework has two main objectives in mind: to help scientists to specify and annotate their models and experiments; and to document collaborative efforts in scientific activities. In both contexts, workflows are annotated and stored in a database. This "annotated scientific workflow" database is treated as a repository of (sometimes incomplete) approaches to solving scientific problems. Thus, it serves two purposes: allows comparison of distinct solutions to a problem, and their designs; and provides reusable and executable building blocks to construct new scientific workflows, to meet specific needs. Annotations, moreover, allow further insight into methodology, success rates, underlying hypotheses and other issues in experimental activities.The many research challenges faced by us at the moment include: the extension of this framework to the Web, following Semantic Web standards; providing means of discovering workflow components on the Web for reuse; and taking advantage of planning in Artificial Intelligence to support composition mechanisms. This paper describes our efforts in these directions, tested over two domains - agro-environmental planning and bioinformatics.

    References

    [1]
    K. M. Anderson, R. N. Taylor, and E. J. Whitehead Jr. Chimera: hypermedia for heterogeneous software development environments. ACM Transactions on Information Systems (TOIS), 18(3):211--245, 2000.
    [2]
    E. Bacarin, C. B. Medeiros, and E. Madeira. A Collaborative Model for Agricultural Supply Chains. In Proc COOPIS 2004, volume LNCS 3290, pages 319--336, 2004.
    [3]
    T. J. Biggerstaff and C. Richter. Reusability framework, assessment, and directions, pages 1--17. ACM Press, 1989.
    [4]
    M. C. Cavalcanti, R. Targino, F. Baião, S. C. Rössle, P. M. Bisch, P. F. Pires, M. L. M. Campos, and M. Mattoso. Managing structural genomic workflows using Web services. Data & Knowledge Engineering, 53(1):45--74, 2005.
    [5]
    L. A. Digiampietri, C. B. Medeiros, and J. C. Setubal. A framework based in Web services orchestration for bioinformatics workflow management. In Proc III Brazilian Workshop in Bioinformatics, 2004.
    [6]
    A. J. G. Simpson et al. The genome sequence of the plant pathogen Xylella fastidiosa. Nature, 406(1):151--157, 2000.
    [7]
    R. Fileto. The POESIA Approach for Services and Data Integration On the Semantic Web. PhD thesis, ICUNICAMP, Campinas-SP, 2003.
    [8]
    R. Fileto, L. Liu, C. Pu, E. Assad, and C. B. Medeiros. POESIA: An Ontological Workflow Approach for Composing Web Services in Agriculture. VLDB Journal, 12(4):352--367, 2003.
    [9]
    M. Ghallab, D. Nau, and P. Traverso. Automated Planning, Theory and Practice. Elsevier, 2004.
    [10]
    Proc. of the Workshop on Planning and Scheduling for Web and Grid Services, June 2004. http://www.isi.edu/ikcap/icaps04-workshop/ (as of 2005-07-11).
    [11]
    D. Kaster, C. B. Medeiros, and H. Rocha. Supporting Modeling and Problem Solving from Precedent Experiences: The Role of Workflows and Case-Based Reasoning. Environmental Modeling and Software, 20:689--704, 2005.
    [12]
    J. Kim and Y. Gil. Towards Interactive Composition of Semantic Web Services. In Proc. of the AAAI Spring Symposium on Semantic Web Services, march 2004.
    [13]
    Oasis-Open. OASIS Web Services Business Process Execution Language Technical Committee. http://www.oasis-open.org/committees/tc_home. php?wg_abbrev-wsbpel (as of 2005-07-11).
    [14]
    G. Z. Pastorello Jr. Publication and Integration of Scientific Workflows on the Web. Master's thesis, UNICAMP, 2005. In Portuguese.
    [15]
    G. Z. Pastorello Jr, C. B. Medeiros, S. Resende, and H. Rocha. Interoperability for GIS Document Management in Environmental Planning. Journal on Data Semantics, 3(LNCS 3534):100--124, 2005.
    [16]
    A. Santanchè and C. B. Medeiros. Geographic Digital Content Components. In Proc. of VI Brazilian Symposium on GeoInformatics, November 2004.
    [17]
    A. Santanchè and C. B. Medeiros. Managing Dynamic Repositories for Digital Content Components. In EDBT 2004 Workshops, volume LNCS 3268/2004, pages 66--77, 2004.
    [18]
    A. Santanchè and C. B. Medeiros. Self describing components: Searching for digital artifacts on the web. In Proc. of XX Brazilian Symp. on Databases, October 2005.
    [19]
    L Seffino, C. B. Medeiros, J. Rocha, and B. Yi. WOODSS - A Spatial Decision Support System based on Workflows. Decision Support Systems, 27(1-2):105--123, 1999.
    [20]
    E. Sirin, B. Parsia, D. Wu, J. A. Hendler, and D. S. Nau. HTN planning for Web Service composition using SHOP2. Journal of Web Semantics, 1(4):377--396, 2004.
    [21]
    R. D. Stevens, H. J. Tipney, C. J. Wroe, T. M. Oinn, M. Senger, P. W. Lord, C. A. Goble, A. Brass, and M. Tassabehji. Exploring Williams-Beuren syndrome using myGrid. Bioinformatics, 20(suppl_1):i303--310, 2004.
    [22]
    The myGrid Consortium. myGrid: Middleware for in silico experiments in biology. http://www.mygrid.org.uk/ (as of 2005-07-11).
    [23]
    J. Wainer, M. Weske, G. Vossen, and C. B. Medeiros. Scientific Workflow Systems. In Proc. of the NSF Workshop on Workflow and Process Automation Information Systems, 1996.

    Cited By

    View all
    • (2018)Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experimentsFuture Generation Computer Systems10.1016/j.future.2017.06.01378(59-76)Online publication date: Jan-2018
    • (2017)A cyber-enabled spatial decision support system to inventory Mangroves in MozambiqueInternational Journal of Geographical Information Science10.1080/13658816.2016.124541931:5(907-938)Online publication date: 1-May-2017
    • (2015)A Link Prediction System in Social NetworksProceedings of the annual conference on Brazilian Symposium on Information Systems: Information Systems: A Computer Socio-Technical Perspective - Volume 110.5555/2814058.2814082(139-146)Online publication date: 26-May-2015
    • Show More Cited By

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM SIGMOD Record
    ACM SIGMOD Record  Volume 34, Issue 3
    September 2005
    115 pages
    ISSN:0163-5808
    DOI:10.1145/1084805
    Issue’s Table of Contents

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 01 September 2005
    Published in SIGMOD Volume 34, Issue 3

    Check for updates

    Qualifiers

    • Article

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)2
    • Downloads (Last 6 weeks)0
    Reflects downloads up to

    Other Metrics

    Citations

    Cited By

    View all
    • (2018)Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experimentsFuture Generation Computer Systems10.1016/j.future.2017.06.01378(59-76)Online publication date: Jan-2018
    • (2017)A cyber-enabled spatial decision support system to inventory Mangroves in MozambiqueInternational Journal of Geographical Information Science10.1080/13658816.2016.124541931:5(907-938)Online publication date: 1-May-2017
    • (2015)A Link Prediction System in Social NetworksProceedings of the annual conference on Brazilian Symposium on Information Systems: Information Systems: A Computer Socio-Technical Perspective - Volume 110.5555/2814058.2814082(139-146)Online publication date: 26-May-2015
    • (2014)An Extensible Framework for Genomic and Metagenomic AnalysisAdvances in Bioinformatics and Computational Biology10.1007/978-3-319-12418-6_1(1-8)Online publication date: 2014
    • (2013)A workflow for the prediction of the effects of residue substitution on protein stabilityProceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics10.1007/978-3-642-39159-0_23(253-264)Online publication date: 17-Jun-2013
    • (2012)Design of Framework for Semantic Annotation ofGeospatial DataInternational Journal of Information and Electronics Engineering10.7763/IJIEE.2012.V2.128Online publication date: 2012
    • (2012)Refurbishing Legacy Biological Workflows SPROUTS Case StudyProceedings of the 2012 IEEE Eighth World Congress on Services10.1109/SERVICES.2012.81(41-49)Online publication date: 24-Jun-2012
    • (2011)Scientific workflow reuse through conceptual workflows on the virtual imaging platformProceedings of the 6th workshop on Workflows in support of large-scale science10.1145/2110497.2110499(1-10)Online publication date: 14-Nov-2011
    • (2010)Searching workflows with hierarchical viewsProceedings of the VLDB Endowment10.14778/1920841.19209583:1-2(918-927)Online publication date: 1-Sep-2010
    • (2010)Annotating data to support decision-makingProceedings of the 6th Workshop on Geographic Information Retrieval10.1145/1722080.1722106(1-7)Online publication date: 18-Feb-2010
    • Show More Cited By

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media