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Semantics &
Interoperability
Science process


Hypothesis   +   Data   =   Knowledge
Knowledge Semantics

      Hypothesis   +   Data   =      Knowledge
 Objects                          genes, proteins, cells, tissues, ...


                                      Gene Ontology (GO)
                               Infectious Disease Ontology (IDO)
Ontologies                    Foundation Model of Anatomy (FMA)
                                 Environment Ontology (EnvO)
                                                ....


  Tools                            Datasets & Repositories
Process Semantics
      Hypothesis             +       Data          =    Knowledge
                                                         article         database
                InputData + Workflow + Tool                                  ...
 Objects
             (Material + Method + Instrument)                        refs
                            ...                        authors
                                                            keywords
                                                                   ...
Ontologies                         EXPO, OBI, ??


                      MyExperiment, LaBLog,
                                                            Mendeley,
   Tools                 InkSpot, OWW,
                                                             Papers
                           UsefulChem
Material = [Raw]Material + Method + Instrument
In more general terms:
            Stuff(instrument) does Stuff(method) to Stuff(raw material)
                   to produce new Stuff (material). © Cameron N
Examples:
      Material             [Raw]Material              Method               Instrument
    (Output Data)           (Input Data)             (Workflow)           (Hard/Software)
                                                                           Imaging device +
        Phenotype          Transgenic mouse        Imaging + analysis
                                                                            expert (author)

   Chemical Structure            Sample                  NMR                Spectrometer

                                  PubMed
  Literature references                                  Search            PubMed, Google
                             (literature DB)

     Data references            UniProt                  Search             Built-in engine

Remarks:
- Several [Raw]Materials can be fused to produce one output Material.
- [Raw]Materials can be subject to chains of transformations, commonly referred to as Protocols.
- Sometimes it might be impossible to split Method from Instrument.
Process Semantics
      Hypothesis             +       Data          =    Knowledge
                                                         article         database
                InputData + Workflow + Tool                                  ...
 Objects
             (Material + Method + Instrument)                        refs
                            ...                        authors
                                                            keywords
                                                                   ...
Ontologies                         EXPO, OBI, ??


                      MyExperiment, LaBLog,
                                                            Mendeley,
   Tools                 InkSpot, OWW,
                                                             Papers
                           UsefulChem
Semantic Science Web
  Upper level                     BFO (Basic Formal Ontology)


Knowledge level                                        GO, IDO, FMA, ...
                      (?) Open Science Ontology
 Process level
                            EXPO, OBI, ...



                  MyExperiment, LaBLog,     Mendeley                  PDB
   Tools level       InkSpot, OWW,           Papers         PubMed   UniGene
                       UsefulChem              ...           arXiv      ...
                                                               ...

      Hypothesis            +      Data        =       Knowledge

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Semantics and Interoperability (Southampton)

  • 2. Science process Hypothesis + Data = Knowledge
  • 3. Knowledge Semantics Hypothesis + Data = Knowledge Objects genes, proteins, cells, tissues, ... Gene Ontology (GO) Infectious Disease Ontology (IDO) Ontologies Foundation Model of Anatomy (FMA) Environment Ontology (EnvO) .... Tools Datasets & Repositories
  • 4. Process Semantics Hypothesis + Data = Knowledge article database InputData + Workflow + Tool ... Objects (Material + Method + Instrument) refs ... authors keywords ... Ontologies EXPO, OBI, ?? MyExperiment, LaBLog, Mendeley, Tools InkSpot, OWW, Papers UsefulChem
  • 5. Material = [Raw]Material + Method + Instrument In more general terms: Stuff(instrument) does Stuff(method) to Stuff(raw material) to produce new Stuff (material). © Cameron N Examples: Material [Raw]Material Method Instrument (Output Data) (Input Data) (Workflow) (Hard/Software) Imaging device + Phenotype Transgenic mouse Imaging + analysis expert (author) Chemical Structure Sample NMR Spectrometer PubMed Literature references Search PubMed, Google (literature DB) Data references UniProt Search Built-in engine Remarks: - Several [Raw]Materials can be fused to produce one output Material. - [Raw]Materials can be subject to chains of transformations, commonly referred to as Protocols. - Sometimes it might be impossible to split Method from Instrument.
  • 6. Process Semantics Hypothesis + Data = Knowledge article database InputData + Workflow + Tool ... Objects (Material + Method + Instrument) refs ... authors keywords ... Ontologies EXPO, OBI, ?? MyExperiment, LaBLog, Mendeley, Tools InkSpot, OWW, Papers UsefulChem
  • 7. Semantic Science Web Upper level BFO (Basic Formal Ontology) Knowledge level GO, IDO, FMA, ... (?) Open Science Ontology Process level EXPO, OBI, ... MyExperiment, LaBLog, Mendeley PDB Tools level InkSpot, OWW, Papers PubMed UniGene UsefulChem ... arXiv ... ... Hypothesis + Data = Knowledge