km#knowledge_normalization  representing knowledge in a precise, organized and scalable manner; this implies reducing the number of non-automatically comparable ways information is or can be written, and increasing the number of relations between objects (especially common/important relations such as generalization relations, partOf relations and case relations)
  closed_exclusion:  is#data_normalization
  supertype:  km#knowledge_representation__knowledgerepresentation__representing_knowledge__KR__knowledge_modelling  representing information in a more or less formal way
  part of:  km#representing_knowledge_in_an_organized_way  km#representing_knowledge_in_a_readable_way  km#knowledge_modelling/classification/extraction
  subtype:  km#use_of_a_normalizing_KRL
  subtype:  km#re-use_of_a_top_level_or_large_ontology
     subtype:  km#following_of_an_ontological_principle
        subtype:  km#following_of_a_principle_of_the_Ontoclean_methodology
  subtype:  km#following_of_a_category_naming_principle  lexical normalization involves following object naming rules such as "using English singular nouns or nominal expressions" and "avoiding the Intercap style"
     subtype:  km#following_of_the_InterCap_style_for_naming_categories
     subtype:  km#following_of_an_underscore_based_style_for_naming_categories
     subtype:  km#use_of_nouns_or_nominal_forms_for_naming_categories
        subtype:  km#use_of_singular_nouns_or_nominal_forms_for_naming_categories
  subtype:  km#following_of_a_phrasing_principle_for_category_annotations
  subtype:  km#following_of_a_knowledge_organization_principle  Structural and ontological normalization involves following rules such as "when introducing an object into an ontology, relate it to all its already represented direct generalizations, specializations, components and containers", "use subtypeOf relations instead of or in addition to instanceOf relations when both cases are possible", "avoid the use of non binary relations" and "do not represent processes via relations"
     subtype:  km#use_of_a_graph-oriented-reading_convention
     subtype:  km#limiting_the_number_of_relation_types
     subtype:  km#following_of_an_ontological_principle

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