{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T17:47:46Z","timestamp":1754156866347,"version":"3.41.2"},"reference-count":39,"publisher":"Emerald","issue":"3","license":[{"start":{"date-parts":[[2018,7,27]],"date-time":"2018-07-27T00:00:00Z","timestamp":1532649600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["DTA"],"published-print":{"date-parts":[[2018,8,20]]},"abstract":"<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>The purpose of this paper is to introduce a novel framework for visual-aided ontology-based multidimensional ranking and to demonstrate a case study in the academic domain.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>The paper presents a method for adapting semantic web technologies on multiple criteria decision-making algorithms to endow to them dynamic characteristics. It also showcases the enhancement of the decision-making process by visual analytics.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>The semantic enhanced ranking method enables the reproducibility and transparency of ranking results, while the visual representation of this information further benefits decision makers into making well-informed and insightful deductions about the problem.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Research limitations\/implications<\/jats:title>\n<jats:p>This approach is suitable for application domains that are ranked on the basis of multiple criteria.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>The discussed approach provides a dynamic ranking methodology, instead of focusing only on one application field, or one multiple criteria decision-making method. It proposes a framework that allows integration of multidimensional, domain-specific information and produces complex ranking results in both textual and visual form.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/dta-03-2017-0014","type":"journal-article","created":{"date-parts":[[2018,7,27]],"date-time":"2018-07-27T04:05:03Z","timestamp":1532664303000},"page":"366-383","source":"Crossref","is-referenced-by-count":4,"title":["Visual-aided ontology-based ranking on multidimensional data: a case study in academia"],"prefix":"10.1108","volume":"52","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4282-2259","authenticated-orcid":false,"given":"Evangelia","family":"Triperina","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgios","family":"Bardis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cleo","family":"Sgouropoulou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Xydas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olivier","family":"Terraz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgios","family":"Miaoulis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","published-online":{"date-parts":[[2018,7,27]]},"reference":[{"key":"key2021041413054460600_ref001","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1613\/jair.2306","article-title":"Axiomatic foundations for ranking systems","volume":"31","year":"2008","journal-title":"Journal of Artificial Intelligence Research"},{"key":"key2021041413054460600_ref002","article-title":"Elicitation of user preferences via incremental learning in a declarative modelling environment","volume":"364","year":"2011","journal-title":"IFIP Advances in Information and Communication Technology, Artificial Intelligence Applications and Innovations"},{"key":"key2021041413054460600_ref003","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1016\/j.ins.2012.07.055","article-title":"Multi-criteria decision making in ontologies","volume":"222","year":"2013","journal-title":"Information Sciences"},{"first-page":"8","article-title":"Coupling multi-criteria decision making and ontologies for recommending dbms","year":"2017","key":"key2021041413054460600_ref004"},{"key":"key2021041413054460600_ref300","first-page":"646","article-title":"An extreme-distance approach to multiple criteria ranking","volume-title":"Mathematical and Computer Modelling","year":"2011"},{"year":"2005","key":"key2021041413054460600_ref005","article-title":"Illuminating the path: the research and development agenda for visual analytics"},{"issue":"11","key":"key2021041413054460600_ref006","doi-asserted-by":"crossref","first-page":"4910","DOI":"10.1016\/j.eswa.2015.02.016","article-title":"ELECTRE-III-H: an outranking-based decision aiding method for hierarchically structured criteria","volume":"42","year":"2015","journal-title":"Expert Systems with Applications"},{"key":"key2021041413054460600_ref007","first-page":"1","article-title":"An overview of multiple criteria decision aid","volume-title":"Multicriteria Analysis in Finance, SpringerBriefs in Operations Research","year":"2014"},{"first-page":"2","article-title":"A type-2 fuzzy MCDM method for ranking private universities in \u0130stanbul","year":"2014","key":"key2021041413054460600_ref008"},{"key":"key2021041413054460600_ref009","doi-asserted-by":"crossref","unstructured":"Figueira, J., Mousseau, V. and Roy, B. 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