@article{
 title = {Derivation and implementation of a semantic GIS data model informed by principles of cognition},
 type = {article},
 year = {2003},
 keywords = {Semantic representation,cognition,data modelling,knowledge discovery,object-oriented databases},
 volume = {27},
 id = {2780bb1d-938d-3ab9-a7f9-ef179f56286e},
 created = {2018-05-29T14:06:20.884Z},
 file_attached = {false},
 profile_id = {6d8d7993-9618-3f6c-983a-9f6761313797},
 group_id = {4f1d95d1-59ee-3ce8-85ce-055cfae2da74},
 last_modified = {2018-05-29T14:06:20.884Z},
 read = {false},
 starred = {false},
 authored = {false},
 confirmed = {true},
 hidden = {false},
 citation_key = {13665},
 source_type = {article},
 private_publication = {false},
 abstract = {The purpose of this research is to develop a new kind of semantic GIS data model that is better able to represent users\textquoteright conceptual models of geographic domains than the conventional vector and raster data models. To this end, I look to the principles of cognition, how humans represent geographic information in their minds, to inform the development of this semantic data model. A three-stage methodology for the derivation and implementation of the semantic data model is presented. First, a conceptual framework of geographic cognition is developed. This framework incorporates principles of cognitive categorization and \textquotelefttop-down\textquoteright and \textquoteleftbottom-up\textquoteright information processing. Second, by replacing those elements of cognition with their database representation counterparts, often drawing from the object-oriented modeling paradigm, a semantic data model is derived. Finally, a prototype implementation of the semantic data model is presented using the Java programming language and the object-oriented database Poet as a development platform. This implementation utilizes a rule-based approach for representing categorical information and for the extraction of semantic entities from observational data.},
 bibtype = {article},
 author = {Jeremy, L Mennis},
 journal = {Computers, Environment and Urban SystemsComputers, Environment and urban Systems}
}

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