{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:01:38Z","timestamp":1781107298584,"version":"3.54.1"},"reference-count":34,"publisher":"IGI Global Scientific Publishing","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,10]]},"abstract":"<jats:p>There are several cities and countries whose population depends on agriculture. Crops demand close monitoring regarding diseases because these ones can affect significantly both production and post-harvest life. The identification of disease symptoms plays a crucial role in the successful cultivation of crops. The diagnosis of diseases is a challenging task since many symptoms should be considered, which makes a proper diagnosis becomes a knowledge handling problem. This paper specifies an ontology-based decision support system that promotes the knowledge of experts for the plant disease diagnosis to farmers. This system takes advantage of ontologies in two ways, to exploit the knowledge contained in the ontology for decision support purposes, in this case, the diagnosis of diseases, and to provide a standard vocabulary for integrating phytopathology data sources. The system was evaluated for the diagnosis of diseases presented in short-cycle and perennial crops achieving promising results based on the F-measure metric.<\/jats:p>","DOI":"10.4018\/jitr.2017100103","type":"journal-article","created":{"date-parts":[[2017,8,23]],"date-time":"2017-08-23T08:51:39Z","timestamp":1503478299000},"page":"42-55","source":"Crossref","is-referenced-by-count":17,"title":["An Ontology-Based Decision Support System for the Diagnosis of Plant Diseases"],"prefix":"10.4018","volume":"10","author":[{"given":"Katty","family":"Lagos-Ortiz","sequence":"first","affiliation":[{"name":"Agrarian University of Ecuador, Guayaquil, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9","family":"Medina-Moreira","sequence":"additional","affiliation":[{"name":"Agrarian University of Ecuador, Guayaquil, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mario Andr\u00e9s","family":"Paredes-Valverde","sequence":"additional","affiliation":[{"name":"University of Murcia, Department of Informatics and Systems, Murcia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Winston","family":"Espinoza-Mor\u00e1n","sequence":"additional","affiliation":[{"name":"Agrarian University of Ecuador, Guayaquil, Ecuador"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rafael","family":"Valencia-Garc\u00eda","sequence":"additional","affiliation":[{"name":"University of Murcia, Department of Informatics and Systems, Murcia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"JITR.2017100103-0","author":"G. N.Agrios","year":"2012","journal-title":"Plant Pathology"},{"key":"JITR.2017100103-1","doi-asserted-by":"crossref","unstructured":"Anooj, P. K. (2012). Clinical decision support system: Risk level prediction of heart disease using weighted fuzzy rules. Journal of King Saud University - Computer and Information Sciences, 24(1), 27\u201340. https:\/\/doi.org\/10.1016\/j.jksuci.2011.09.002","DOI":"10.1016\/j.jksuci.2011.09.002"},{"key":"JITR.2017100103-2","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican0501-34"},{"key":"JITR.2017100103-3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.22"},{"key":"JITR.2017100103-4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.09.016"},{"key":"JITR.2017100103-5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1002854"},{"key":"JITR.2017100103-6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.08.016"},{"key":"JITR.2017100103-7","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2008.05.001"},{"key":"JITR.2017100103-8","unstructured":"Halabi, A. (2015). Ontology for Plant Protection. Retrieved December 17, 2016, from https:\/\/sites.google.com\/site\/ppontology\/"},{"key":"JITR.2017100103-9","unstructured":"Horrocks, I., Patel-Schneider, P. F., Boley, H., Tabet, S., Grosof, B., Dean, M., & others. (2004). SWRL: A semantic web rule language combining OWL and RuleML. W3C Member Submission, 21, 79."},{"key":"JITR.2017100103-10","doi-asserted-by":"publisher","DOI":"10.1016\/j.agsy.2010.08.007"},{"key":"JITR.2017100103-11","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2013.03.008"},{"key":"JITR.2017100103-12","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-009-9413-3"},{"key":"JITR.2017100103-13","doi-asserted-by":"publisher","DOI":"10.1109\/NAFIPS.2006.365482"},{"key":"JITR.2017100103-14","doi-asserted-by":"publisher","DOI":"10.1016\/S0308-521X(02)00026-4"},{"key":"JITR.2017100103-15","doi-asserted-by":"crossref","unstructured":"Musen, M. A. (2015). The Prot\u00e9g\u00e9 Project: A Look Back and a Look Forward. AI Matters, 1(4), 4\u201312. doi:10.1145\/2757001.2757003","DOI":"10.1145\/2757001.2757003"},{"key":"JITR.2017100103-16","article-title":"A semantic-based approach for querying linked data using natural language.","author":"M. A.Paredes-Valverde","year":"2015","journal-title":"Journal of Information Science"},{"issue":"2","key":"JITR.2017100103-17","first-page":"135","article-title":"Advances in image processing for detection of plant diseases.","volume":"2","author":"J. K.Patil","year":"2011","journal-title":"Journal of Advanced Bioinformatics Applications and Research"},{"key":"JITR.2017100103-18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.03.022"},{"key":"JITR.2017100103-19","doi-asserted-by":"crossref","unstructured":"Praveen, D., Patel, A., Raghu, A., Clifford, G. D., Maulik, P. K., & Abdul, A. M. \u2026 Peiris, D. (2014). SMARTHealth India: Development and Field Evaluation of a Mobile Clinical Decision Support System for Cardiovascular Diseases in Rural India. JMIR mHealth and uHealth, 2(4), e54. doi:10.2196\/mhealth.3568","DOI":"10.2196\/mhealth.3568"},{"key":"JITR.2017100103-20","doi-asserted-by":"crossref","unstructured":"Prieto-Gonz\u00e1lez, L., Stantchev, V., & Colomo-Palacios, R. (2014). Applications of Ontologies in Knowledge Representation of Human Perception. Int. J. Metadata Semant. Ontologies, 9(1), 74\u201380. doi:10.1504\/IJMSO.2014.059128","DOI":"10.1504\/IJMSO.2014.059128"},{"key":"JITR.2017100103-21","unstructured":"RDF Working Group. (2016, October 5). RDF - Semantic Web Standards. Retrieved October 5, 2016, from https:\/\/www.w3.org\/RDF\/"},{"key":"JITR.2017100103-22","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2013.08.003"},{"key":"JITR.2017100103-23","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.10.006"},{"key":"JITR.2017100103-24","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-011-9714-1"},{"key":"JITR.2017100103-25","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2013.05.003"},{"key":"JITR.2017100103-26","doi-asserted-by":"publisher","DOI":"10.1177\/0165551516645528"},{"key":"JITR.2017100103-27","author":"G.Salton","year":"1986","journal-title":"Introduction to Modern Information Retrieval"},{"key":"JITR.2017100103-28","doi-asserted-by":"publisher","DOI":"10.1109\/HEALTH.2011.6026778"},{"key":"JITR.2017100103-29","first-page":"225","author":"S.Skiena","year":"1990","journal-title":"Dijkstra\u2019s algorithm. In Implementing Discrete Mathematics: Combinatorics and Graph Theory with Mathematica"},{"key":"JITR.2017100103-30","doi-asserted-by":"publisher","DOI":"10.1038\/nbt1346"},{"key":"JITR.2017100103-31","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-023X(97)00056-6"},{"issue":"2","key":"JITR.2017100103-32","first-page":"137","article-title":"The Plant Ontology and Consortium and Plant Ontologies.","volume":"3","year":"2002","journal-title":"International Journal of Genomics"},{"key":"JITR.2017100103-33","unstructured":"Virtuoso, O. (2009). Universal server platform for the real-time enterprise."}],"container-title":["Journal of Information Technology Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=188671","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,5]],"date-time":"2022-05-05T17:52:28Z","timestamp":1651773148000},"score":1,"resource":{"primary":{"URL":"http:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/JITR.2017100103"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":34,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.4018\/jitr.2017100103","relation":{},"ISSN":["1938-7857","1938-7865"],"issn-type":[{"value":"1938-7857","type":"print"},{"value":"1938-7865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10]]}}}