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Curating  Services and Workflows The Good, the Bad and the Ugly A Personal Story in the Small  Professor Carole Goble The University of Manchester, UK [email_address] Keynote: 3 rd  International Digital Curation Conference, Washington DC, 11-13 December 2007
 
ID  MURA_BACSU  STANDARD;  PRT;  429 AA. DE  PROBABLE UDP-N-ACETYLGLUCOSAMINE 1-CARBOXYVINYLTRANSFERASE DE  (EC 2.5.1.7) (ENOYLPYRUVATE TRANSFERASE) (UDP-N-ACETYLGLUCOSAMINE DE  ENOLPYRUVYL TRANSFERASE) (EPT). GN  MURA OR MURZ. OS  BACILLUS SUBTILIS. OC  BACTERIA; FIRMICUTES; BACILLUS/CLOSTRIDIUM GROUP; BACILLACEAE; OC  BACILLUS. KW  PEPTIDOGLYCAN SYNTHESIS; CELL WALL; TRANSFERASE. FT  ACT_SITE  116  116  BINDS PEP (BY SIMILARITY). FT  CONFLICT  374  374  S -> A (IN REF. 3). SQ  SEQUENCE  429 AA;  46016 MW;  02018C5C CRC32; MEKLNIAGGD SLNGTVHISG AKNSAVALIP ATILANSEVT IEGLPEISDI ETLRDLLKEI GGNVHFENGE MVVDPTSMIS MPLPNGKVKK LRASYYLMGA MLGRFKQAVI GLPGGCHLGP RPIDQHIKGF EALGAEVTNE QGAIYLRAER LRGARIYLDV VSVGATINIM LAAVLAEGKT IIENAAKEPE IIDVATLLTS MGAKIKGAGT NVIRIDGVKE LHGCKHTIIP DRIEAGTFMI [GSK]
Programmatic Interfaces to Services (Web Services not Web Sites) Your Script Service Registry Web Service SeqFetch Service BLAT Service BLAST Service SeqFetch Service GO Service Adapted from Lincoln Stein Your  Workflow Your  Application Interface Description Document WSDL  WADL European Bioinformatics Institute API submissions has risen to 3,166,901 for 2007  (Sarah Hunter)
[Mark Wilkinson, 2006]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Viva la Workflows!
my Grid Taverna Workflow Workbench http://www.mygrid.org.uk
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Because software needs curating too. http://www.omii.ac.uk Manchester Southampton Edinburgh European Bioinformatics Institute
Automated Curation using Workflows ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Bas Vroling, Gert Vriend  CMBI NCMLS UMC Nijmegen
Workflows are reading publications. Workflows are processing the data. Workflows are part of curation pipelines Workflows are another form of outcome to publish and curate alongside data and publications
Workflows are…. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],Professor Andy Brass, Bioinformatics
Towards Reproducible Science  (with Reproducible Scientific Objects)
Trypanosomiasis in Cattle ,[object Object],[object Object],Fisher P et al A systematic strategy for large-scale analysis of genotype–phenotype correlations: identification of candidate genes involved in African trypanosomiasis, Nucleic Acids Research, 2007, 1–9 A PhD student. Paul Fisher.
Recycling, Reuse, Repurposing ,[object Object],[object Object],[object Object]
Scientific  memes. Scientific viruses. Increasing numbers.  Kepler Triana BPEL Ptolemy II
Aerospace Engine Design 90% of design is variant design 70% of information is taken from previous designs Source: Silvia Wong, University of Southampton, UK
Digital Library Graduate Students Undergraduate Students e-Experimentation e-Scientists Certified Experimental Results & Analyses Data, Metadata & Ontologies Workflows Adapted from the eBank project Institutional Archive Local Web Publisher Holdings Virtual Learning Environment Technical Reports Reprints Peer-Reviewed Journal & Conference Papers Preprints & Metadata
If I had (well) curated services and workflows I could…. ,[object Object],[object Object],[object Object],[object Object],[object Object]
If I had (well) curated services and workflows I could…. ,[object Object],[object Object],[object Object],[object Object],[object Object]
If I had (well) curated services and workflows I could…. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A definition for me [based on wikipedia] ,[object Object],[object Object],[object Object],[object Object],[object Object],http://en.wikipedia.org/wiki/Digital_curation
e-Scientists in the Cloud  ,[object Object],[object Object],[object Object],[object Object]
Hypo Science © Virtual Laboratories Science in the Small by the Many © Peter Murray-Rust
Global Services in the Cloud ,[object Object],[object Object],[object Object],[object Object],[object Object]
But Surely …. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Writing Reusable stuff is HARD ,[object Object],[object Object],[object Object]
Applications and Scientists need  a Curated  Registry  of Services Note: Registry, not repository Services are hosted elsewhere (Just having a workflow system isn’t enough)
Service Curation  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Since 2002
Building Annotation Commodities Object Service  Endpoint Workflow file etc Annotation Model Functional Operational Provenance Reputation Descriptions Ontologies Controlled  vocabulary Tags Folksonomy Free text Layered, Enrichment, Augmentation Annotation model Uses Semantic Web technologies - OWL and RDFS The perspective of the  scientist Managed, centralised curation process 700+ class domain ontology Service Ontology 3500+ Services
Volatility and Decay ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],BioNanny
One size does not fit all… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Increasing value Increased automation Better understanding Investment (cost, effort) Folksonomy Tagging Ontology Curation output{score} is_distance_between pair {input{sequence a}, input{sequence b}} ‘ myalignscript.pl ’ ‘ A tool to compare multiple protein structures ’ performs_task : alignment input_type{seq_a} : sequence… output_type{score} : d_value Scripted tool invocation Guided workflow construction Basic ‘discovery’ style service annotations Knowledge driven visualization Workflow  validation Semantically enriched data Automated  Workflow  Construction Guided workflow reuse Dynamic Service  Substitution Manual use of  tools, web pages Naïve  workflow systems Service  Configuration
Progressive Curation Just enough, Just in time Jam today and Jam tomorrow Gain Pain Very BAD Good, but Unlikely Just right
Applications and Scientists needed  a Curated  Repository  of Workflows Find a workflow like this one that I can edit to do something else. That’s really hard.
Workflow Glass Boxes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Our hard working (real) curators notice how tired they look Curation Sweatshop ,[object Object],[object Object],[object Object],[object Object],[object Object],Franck Tanoh Katy Wolstencroft
Automated Curation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Needs lots of infrastructure Needs lots of seeding and reviewing
Local Libraries and Warehouses of  Workflows trapped in their  enterprises or platforms
Tryps Twiki World Wikis are where data lives….
[object Object]
 
myExperiment.org is… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Since Feb 2007
 
Encapsulated myExperiment Objects. ,[object Object],[object Object],[object Object],[object Object],[object Object],Virtual Exchange Format
Encapsulated myExperiment Objects. ,[object Object],[object Object],[object Object],[object Object],Virtual Exchange Format x
EMO Challenges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],24/5/2007  |  myExperiment  |  Slide  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Not just Workflows, Not just Biology Chemistry - eCrystals Social Science Astronomy Music Files and Documents Logs and Blogs Ontologies Data
Why EMO?
Respect Cautious Collaboration…. 24/5/2007  |  myExperiment  |  Slide  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],cloud enterprise personal laboratory project
A Gateway + more User Participation  24/5/2007  |  myExperiment  |  Slide  ,[object Object],[object Object],[object Object],The Research Information Centre British Library and Microsoft Figure courtesy Savas Parastatidis , Microsoft
 
Apologies to Larson
From  me -Science to  we -Science ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Curation by the Monks Curation by the Masses Automated  Curation refine validate refine validate Curation by Developers seed seed refine validate seed A Change in the World  The WS4LS BioCatalogue Project Manchester & EBI
Challenges  - where to start? If we thought about them hard we wouldn’t have done it. So we didn’t.  Its, er, my experiment. National Centre for e-Social Science
User Participation for  Content and Functionality ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Workflow Versioning and Sharing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Workflow Versioning and Sharing
More Challenges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Keep your Users Close Web 2.0 Style development ,[object Object],[object Object],Parties HackFests Advocates Guinea Pigs
Do we still need curators? “ Hell is other people’s metadata”
Yes! ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Pay as you Go, Emergent Curation Gain Pain Very BAD Good, but Unlikely Just right Folksonomy Tagging Hard Core Ontology Curation
Must be careful to avoid technology seduction Computer people want to do interesting stuff; curators want stability and reliability; users want simplicity. Smart tools and good interfaces often outwit clever techniques.  Bummer. However….
Model Flexibility ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Metadata Middleware ,[object Object],[object Object],[object Object],[object Object]
Curation Design Patterns ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
SMARTER Curation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Credits ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
For More Information ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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DCC Keynote 2007

  • 1. Curating Services and Workflows The Good, the Bad and the Ugly A Personal Story in the Small Professor Carole Goble The University of Manchester, UK [email_address] Keynote: 3 rd International Digital Curation Conference, Washington DC, 11-13 December 2007
  • 2.  
  • 3. ID MURA_BACSU STANDARD; PRT; 429 AA. DE PROBABLE UDP-N-ACETYLGLUCOSAMINE 1-CARBOXYVINYLTRANSFERASE DE (EC 2.5.1.7) (ENOYLPYRUVATE TRANSFERASE) (UDP-N-ACETYLGLUCOSAMINE DE ENOLPYRUVYL TRANSFERASE) (EPT). GN MURA OR MURZ. OS BACILLUS SUBTILIS. OC BACTERIA; FIRMICUTES; BACILLUS/CLOSTRIDIUM GROUP; BACILLACEAE; OC BACILLUS. KW PEPTIDOGLYCAN SYNTHESIS; CELL WALL; TRANSFERASE. FT ACT_SITE 116 116 BINDS PEP (BY SIMILARITY). FT CONFLICT 374 374 S -> A (IN REF. 3). SQ SEQUENCE 429 AA; 46016 MW; 02018C5C CRC32; MEKLNIAGGD SLNGTVHISG AKNSAVALIP ATILANSEVT IEGLPEISDI ETLRDLLKEI GGNVHFENGE MVVDPTSMIS MPLPNGKVKK LRASYYLMGA MLGRFKQAVI GLPGGCHLGP RPIDQHIKGF EALGAEVTNE QGAIYLRAER LRGARIYLDV VSVGATINIM LAAVLAEGKT IIENAAKEPE IIDVATLLTS MGAKIKGAGT NVIRIDGVKE LHGCKHTIIP DRIEAGTFMI [GSK]
  • 4. Programmatic Interfaces to Services (Web Services not Web Sites) Your Script Service Registry Web Service SeqFetch Service BLAT Service BLAST Service SeqFetch Service GO Service Adapted from Lincoln Stein Your Workflow Your Application Interface Description Document WSDL WADL European Bioinformatics Institute API submissions has risen to 3,166,901 for 2007 (Sarah Hunter)
  • 6.
  • 7. my Grid Taverna Workflow Workbench http://www.mygrid.org.uk
  • 8.
  • 9. Because software needs curating too. http://www.omii.ac.uk Manchester Southampton Edinburgh European Bioinformatics Institute
  • 10.
  • 11. Workflows are reading publications. Workflows are processing the data. Workflows are part of curation pipelines Workflows are another form of outcome to publish and curate alongside data and publications
  • 12.
  • 13.
  • 14. Towards Reproducible Science (with Reproducible Scientific Objects)
  • 15.
  • 16.
  • 17. Scientific memes. Scientific viruses. Increasing numbers. Kepler Triana BPEL Ptolemy II
  • 18. Aerospace Engine Design 90% of design is variant design 70% of information is taken from previous designs Source: Silvia Wong, University of Southampton, UK
  • 19. Digital Library Graduate Students Undergraduate Students e-Experimentation e-Scientists Certified Experimental Results & Analyses Data, Metadata & Ontologies Workflows Adapted from the eBank project Institutional Archive Local Web Publisher Holdings Virtual Learning Environment Technical Reports Reprints Peer-Reviewed Journal & Conference Papers Preprints & Metadata
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25. Hypo Science © Virtual Laboratories Science in the Small by the Many © Peter Murray-Rust
  • 26.
  • 27.
  • 28.
  • 29. Applications and Scientists need a Curated Registry of Services Note: Registry, not repository Services are hosted elsewhere (Just having a workflow system isn’t enough)
  • 30.
  • 31. Building Annotation Commodities Object Service Endpoint Workflow file etc Annotation Model Functional Operational Provenance Reputation Descriptions Ontologies Controlled vocabulary Tags Folksonomy Free text Layered, Enrichment, Augmentation Annotation model Uses Semantic Web technologies - OWL and RDFS The perspective of the scientist Managed, centralised curation process 700+ class domain ontology Service Ontology 3500+ Services
  • 32.
  • 33.
  • 34. Increasing value Increased automation Better understanding Investment (cost, effort) Folksonomy Tagging Ontology Curation output{score} is_distance_between pair {input{sequence a}, input{sequence b}} ‘ myalignscript.pl ’ ‘ A tool to compare multiple protein structures ’ performs_task : alignment input_type{seq_a} : sequence… output_type{score} : d_value Scripted tool invocation Guided workflow construction Basic ‘discovery’ style service annotations Knowledge driven visualization Workflow validation Semantically enriched data Automated Workflow Construction Guided workflow reuse Dynamic Service Substitution Manual use of tools, web pages Naïve workflow systems Service Configuration
  • 35. Progressive Curation Just enough, Just in time Jam today and Jam tomorrow Gain Pain Very BAD Good, but Unlikely Just right
  • 36. Applications and Scientists needed a Curated Repository of Workflows Find a workflow like this one that I can edit to do something else. That’s really hard.
  • 37.
  • 38.
  • 39.
  • 40. Local Libraries and Warehouses of Workflows trapped in their enterprises or platforms
  • 41. Tryps Twiki World Wikis are where data lives….
  • 42.
  • 43.  
  • 44.
  • 45.  
  • 46.
  • 47.
  • 48.
  • 49. Not just Workflows, Not just Biology Chemistry - eCrystals Social Science Astronomy Music Files and Documents Logs and Blogs Ontologies Data
  • 51.
  • 52.
  • 53.  
  • 55.
  • 56. Curation by the Monks Curation by the Masses Automated Curation refine validate refine validate Curation by Developers seed seed refine validate seed A Change in the World The WS4LS BioCatalogue Project Manchester & EBI
  • 57. Challenges - where to start? If we thought about them hard we wouldn’t have done it. So we didn’t. Its, er, my experiment. National Centre for e-Social Science
  • 58.
  • 59.
  • 60.
  • 61.
  • 62.
  • 63. Do we still need curators? “ Hell is other people’s metadata”
  • 64.
  • 65. Pay as you Go, Emergent Curation Gain Pain Very BAD Good, but Unlikely Just right Folksonomy Tagging Hard Core Ontology Curation
  • 66. Must be careful to avoid technology seduction Computer people want to do interesting stuff; curators want stability and reliability; users want simplicity. Smart tools and good interfaces often outwit clever techniques. Bummer. However….
  • 67.
  • 68.
  • 69.
  • 70.
  • 71.
  • 72.

Hinweis der Redaktion

  1. 3rd International Digital Curation Conference "Curating our Digital Scientific Heritage: a Global Collaborative Challenge" 11-13 December 2007 Renaissance Washington DC Hotel Washington DC, USA http://www.dcc.ac.uk/events/dcc-2007/