{"id":4196,"date":"2021-02-17T06:37:35","date_gmt":"2021-02-17T06:37:35","guid":{"rendered":"http:\/\/141.23.68.248\/wp\/?page_id=4196"},"modified":"2021-02-23T05:22:46","modified_gmt":"2021-02-23T05:22:46","slug":"integrated-ontology","status":"publish","type":"page","link":"http:\/\/141.23.68.248\/wp\/?page_id=4196","title":{"rendered":"Integrated Ontology: Sports Complex Ontology"},"content":{"rendered":"<h4><strong>Updated Competency Questions<\/strong><\/h4>\n<p><strong>Purpose<\/strong><\/p>\n<p>The ontology is developed to represent concepts required for the design of a sports complex.\u00a0This civil system\u00a0includes\u00a0four sub systems which are\u00a0student&#8217;s sport venue, accommodation for the students, accommodation for the employees&#8217;\u00a0and eating facility\u00a0.\u00a0The\u00a0development of the ontology\u00a0was based on previous research conducted on the technical details of the four separate systems.<\/p>\n<p><strong>Scope<\/strong><\/p>\n<p>The ontology will represent concepts such as components, functions, infrastructures, features, use, users, environmental aspect and elements of a sports complex. Furthermore, it will represent possible interaction the sub parts of the sports complex with each other and with their environment. Each of the concept along with their relationship will be represented in the ontology.<\/p>\n<p><strong>I<\/strong><strong>ntended\u00a0<\/strong><strong>u<\/strong><strong>sers<\/strong><\/p>\n<p>The ontology developed for a\u00a0sports complex\u00a0will have many benefits in future design of such facilities. Public and private schools or collages, architects and engineers and other players in the design of a\u00a0sports complex are the intended end-users of the ontology.<\/p>\n<p>Schools or universities can use it to identify and sort their need. They will have the necessary knowledge of the components of a sports complex, its required features, expected use, environmental interaction, and the relationship between these concepts.<\/p>\n<p><strong>Intended use<\/strong><\/p>\n<p>The ontology is intended to be used as knowledge representation to support the design of a\u00a0sports complex that include four main sub parts which are discussed on previous paragraphs.<\/p>\n<h4><strong>Integrating the Ontologies<\/strong><\/h4>\n<p>The integration of the\u00a0four individual ontologies (<a title=\"High School Gymnasium: Ontology\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=3778\">High school gymnasium<\/a>, <a title=\"Restaurant: Ontology\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=4740\">Restaurant Design<\/a>,\u00a0 <a title=\"Single Story House: Ontology\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=4733\">Single Story House<\/a> and <a title=\"Student Residence Building: Ontology\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=4493\">Student Residence Building<\/a>) included few necessary steps. These are\u00a0combining, aligning, re-organizing and extending.<\/p>\n<p><strong>1. Combining Ontologies<\/strong><\/p>\n<p>To begin the integration process, the four individual ontologies were all opened in a single prot\u00e9g\u00e9 window. Then, using prot\u00e9g\u00e9\u00a0natives merging tool (&#8216;Merge ontologies&#8217;), the were merged into a single ontology. At this point we had our first copy of the combined ontology which we called &#8216;Sports Complex Ontology&#8217;.<\/p>\n<p>At this early stage, the combined ontology had <em><strong>243 classes, 89 object properties, 59 data properties, 79 individuals and 1430 Axioms<\/strong>.\u00a0<\/em>However there\u00a0is more actions required to make the ontology ready for use.<\/p>\n<p>The first challenge encounter after the combining the ontologies was the difference in the naming convention. As shown on the picture below, the Single story house ontology (Top left figure) used a different naming system than the rest of the ontology. Since 3 out of the4 ontologies used\u00a0<strong>PascalCase<\/strong> naming convention, the same was applied to the single story house ontology.<\/p>\n<figure id=\"attachment_5424\" aria-describedby=\"caption-attachment-5424\" style=\"width: 722px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-21.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-5424\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-21.png\" alt=\"Figure 1: Classes of the four ontologies\" width=\"722\" height=\"355\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-21.png 722w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-21-300x148.png 300w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-21-520x256.png 520w\" sizes=\"auto, (max-width: 722px) 100vw, 722px\" \/><\/a><figcaption id=\"caption-attachment-5424\" class=\"wp-caption-text\"><strong>Figure 1: Classes of the four ontologies<\/strong><\/figcaption><\/figure>\n<p><strong>2.\u00a0Alignment<\/strong><\/p>\n<p>Our next task was looking for correspondence between the combined ontologies. For instance, in the high school gymnasium ontology, we had\u00a0a class &#8216;<em>GymnasiumEnivaronmentalAspect<\/em>&#8216;. This class had subclasses that represent environmental aspects of\u00a0 a gymnasium. However these aspects can also be applied to\u00a0the rest of the systems. Hence the class was renamed to &#8216;<em>BuildingEnivaronmentalAspect<\/em>&#8216;. An existing object property &#8216;<em>hasEnvironmentalAspect<\/em>&#8216; was used to create relationships between all the systems in the sports complex with the\u00a0\u00a0&#8216;<em>BuildingEnivaronmentalAspect. <\/em>Examples of the new axioms created based on this for all the four systems are the following.<\/p>\n<ul>\n<li><em>\u2018hasEnvironmentalAspect <span style=\"color: #ff00ff;\"><strong>value<\/strong> <\/span>HandicappedAccess\u2019\u00a0<\/em><\/li>\n<li>\u2018hasEnvironmentalAspect <span style=\"color: #ff00ff;\"><strong>some<\/strong> <\/span>AccessRoad\u2019 <span style=\"color: #00ccff;\"><strong>and<\/strong> <\/span>\u2018hasEnvironmentalAspect <span style=\"color: #ff00ff;\"><strong>some<\/strong> <\/span>ParkingSpace\u2019<\/li>\n<\/ul>\n<p><strong>3. Reorganizing the\u00a0Ontology<\/strong><\/p>\n<p>The combined ontology need to be reorganizes to represent a unified knowledge base. Some examples of the reorganizing work are explained below.<\/p>\n<p>Building\u00a0elements (structural and non structural)\u00a0are represented by different classes on\u00a0three of the individual\u00a0ontologies. There were some similarities and dissimilarities on how each ontology represented building elements. Hence, we needed to have a discussion on how to reorganize and create a unified building\u00a0element\u00a0class and its sub-classes.\u00a0 As a result a &#8216;<em>BuildingElement<\/em>&#8216; class were created. It&#8217;s subclasses were aggregate from the individual ontologies. Some subclasses were identical and hence were merged along with their relationships. This class and its subclasses after reorganizing can be seen on figure 2. The three class hierarchy on the left are from the individual ontologies. And class hierarchy on the right is the reorganized &#8216;<em>BuildingElement<\/em>&#8216; class and its subclasses in the combined ontology.<\/p>\n<figure id=\"attachment_4768\" aria-describedby=\"caption-attachment-4768\" style=\"width: 955px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4768\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-3.png\" alt=\"Figure 2: Merging and reorganizing classes\" width=\"955\" height=\"950\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-3.png 955w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-3-150x150.png 150w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-3-300x298.png 300w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-3-520x517.png 520w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group6-Onto-3-740x736.png 740w\" sizes=\"auto, (max-width: 955px) 100vw, 955px\" \/><\/a><figcaption id=\"caption-attachment-4768\" class=\"wp-caption-text\"><strong>Figure 2: Merging and reorganizing classes<\/strong><\/figcaption><\/figure>\n<p>Similar reorganization was also done regarding classes representation of building use, component, function and infrastructure. The four ontologies had classes representing\u00a0these concepts. All these classes were aggregated and organized in order to represent the knowledge in an organized way.<\/p>\n<p><strong>4.Extending the Ontology<\/strong><\/p>\n<p>To fully represent concepts required for the design of a sports complex, new classes needed to be created and new relationships needed to be established. To this end one of the new classes added was a &#8216;<strong>SportsComplex<\/strong>&#8216; classes. Under\u00a0this class two individuals that represent two different design options were created.<\/p>\n<p>New relationships were formed to relate the sports complex with concepts such as location, owner and user.\u00a0Some of them are the\u00a0following.<\/p>\n<ul>\n<li>hasLocation <strong><span style=\"color: #ff00ff;\">some<\/span> <\/strong>BuildingLocation<\/li>\n<li>hasOwner <strong><span style=\"color: #ff00ff;\">some<\/span> <\/strong>BuildingOwner<\/li>\n<li>hasUser <strong><span style=\"color: #ff00ff;\">some<\/span> <\/strong>BuildingUser<\/li>\n<\/ul>\n<p>After combining aligning, reorganizing and extending the ontology, we finally had an organized and unified ontology that represent concepts and relationship related with the design of a sports complex.<\/p>\n<p><strong><span style=\"color: #000000;\">Graphical Representation of the Integrated Ontology<\/span><\/strong><\/p>\n<p>A graphical representation of the integrated ontology using OWLViz is given on figure 3. To get a clear view of the objects please click on the image.<\/p>\n<figure id=\"attachment_5933\" aria-describedby=\"caption-attachment-5933\" style=\"width: 389px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-OWLViz.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-5933\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-OWLViz-389x1024.png\" alt=\"Graphical presentation of the ontology in OWLViz\" width=\"389\" height=\"1024\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-OWLViz-389x1024.png 389w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-OWLViz-114x300.png 114w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-OWLViz-520x1368.png 520w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-OWLViz-740x1946.png 740w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-OWLViz.png 1476w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/a><figcaption id=\"caption-attachment-5933\" class=\"wp-caption-text\"><strong>Figure 3: Graphical presentation of the ontology in OWLViz<\/strong><\/figcaption><\/figure>\n<h3><strong>Download the\u00a0Ontology<\/strong><\/h3>\n<p>The integrated ontology (Sports Complex Ontology) can be downloaded by clicking the download button bellow . Or right click on the &#8216;Download ontology&#8217; button and click on &#8216;Save link as &#8230;&#8217; then save the OWL file to your computer.<\/p>\n<p><a href=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Sport-Complex-Ontology-Integrated-Ontology.owl\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-4772\" src=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-Download-Button-300x55.png\" alt=\"group-6-download-button\" width=\"300\" height=\"55\" srcset=\"http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-Download-Button-300x55.png 300w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-Download-Button-520x96.png 520w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-Download-Button-740x136.png 740w, http:\/\/141.23.68.248\/wp\/wp-content\/uploads\/2021\/02\/Group-6-Download-Button.png 922w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<hr \/>\n<p><strong>Navigation<\/strong><\/p>\n<ul>\n<li><a title=\"Group 6\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=3603\">Home<\/a><\/li>\n<li><a title=\"Individual Systems\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=3993\">Individual Systems<\/a><\/li>\n<li><a title=\"Integrated System: Sports Complex\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=3995\">Integrated System<\/a>\u00a0[<a title=\"Integrated Ontology\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=4196\">Ontology<\/a>,\u00a0<a title=\"Integrated Parametric Model\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=4198\">Parametric Model<\/a>]<\/li>\n<li><a title=\"Downloads\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=3973\">Downloads<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Updated Competency Questions Purpose The ontology is developed to represent concepts required for the design of a sports complex.\u00a0This civil system\u00a0includes\u00a0four sub systems which are\u00a0student&#8217;s sport venue, accommodation for the students, accommodation for the employees&#8217;\u00a0and<a class=\"read-more\" href=\"http:\/\/141.23.68.248\/wp\/?page_id=4196\">Continue reading<\/a><\/p>\n","protected":false},"author":66,"featured_media":5429,"parent":3995,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"page-templates\/page_fullwidth.php","meta":{"footnotes":""},"class_list":["post-4196","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/4196","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/users\/66"}],"replies":[{"embeddable":true,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4196"}],"version-history":[{"count":26,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/4196\/revisions"}],"predecessor-version":[{"id":6387,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/4196\/revisions\/6387"}],"up":[{"embeddable":true,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/pages\/3995"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=\/wp\/v2\/media\/5429"}],"wp:attachment":[{"href":"http:\/\/141.23.68.248\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4196"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}