%PDF-1.5 % 1 0 obj << /S /GoTo /D (section.3) >> endobj 4 0 obj (Introduction) endobj 5 0 obj << /S /GoTo /D (section.5) >> endobj 8 0 obj (Related Work) endobj 9 0 obj << /S /GoTo /D (section.6) >> endobj 12 0 obj (On the Role of Ontologies) endobj 13 0 obj << /S /GoTo /D (subsection.7) >> endobj 16 0 obj (Ontology development) endobj 17 0 obj << /S /GoTo /D (subsection.8) >> endobj 20 0 obj (Reusing existing ontologies) endobj 21 0 obj << /S /GoTo /D (subsection.15) >> endobj 24 0 obj (Benefits of ontology-based approaches) endobj 25 0 obj << /S /GoTo /D (section.16) >> endobj 28 0 obj (Making Machine Learning Systems Accountable) endobj 29 0 obj << /S /GoTo /D (subsection.18) >> endobj 32 0 obj (Predictive Model Development and Deployment phase) endobj 33 0 obj << /S /GoTo /D (subsection.19) >> endobj 36 0 obj (Semantic Annotation phase) endobj 37 0 obj << /S /GoTo /D (subsubsection.22) >> endobj 40 0 obj (Representing forecasts) endobj 41 0 obj << /S /GoTo /D (subsubsection.30) >> endobj 44 0 obj (Representing predictive procedures) endobj 45 0 obj << /S /GoTo /D (subsection.35) >> endobj 48 0 obj (Data Exploitation phase) endobj 49 0 obj << /S /GoTo /D (section.36) >> endobj 52 0 obj (Demonstrating the Ontology-Based Approach for Accountability) endobj 53 0 obj << /S /GoTo /D (subsection.37) >> endobj 56 0 obj (Predictive Model Development and Deployment phase) endobj 57 0 obj << /S /GoTo /D (subsection.41) >> endobj 60 0 obj (Semantic Annotation phase) endobj 61 0 obj << /S /GoTo /D (subsection.45) >> endobj 64 0 obj (Data Exploitation phase) endobj 65 0 obj << /S /GoTo /D (section.106) >> endobj 68 0 obj (Conclusions) endobj 69 0 obj << /S /GoTo /D (subsection.107) >> endobj 72 0 obj (Future Work) endobj 73 0 obj << /S /GoTo /D (section*.1.1) >> endobj 76 0 obj (Acknowledgements) endobj 77 0 obj << /S /GoTo /D (section*.2.1) >> endobj 80 0 obj (Appendix A. RDF examples) endobj 81 0 obj << /S /GoTo /D (section*.3.1) >> endobj 84 0 obj (References) endobj 85 0 obj << /S /GoTo /D [86 0 R /Fit] >> endobj 107 0 obj << /Length 3601 /Filter /FlateDecode >> stream x}ZYs~_TEJY4 K