Bioprospectus: Information fusion and search to support bioproduct development

dc.contributorGonzalez, Fabiospa
dc.contributorBarreto Hernandez, Emilianospa
dc.contributor.advisorReguero, Maria Teresa (Thesis advisor)spa
dc.contributor.authorBarguil Giraldo, Samier Saidspa
dc.date.accessioned2019-07-02T21:17:21Zspa
dc.date.available2019-07-02T21:17:21Zspa
dc.date.issued2017-11-03spa
dc.description.abstractResumen Proper use and exploitation of biodiversity resources (bioprospecting) depends upon knowledge of different organization levels (molecular, cellular and ecosystem) of biologic and genetic resources. This relies on appropriate systematic capacities to explore different information resources such as scientific literature, compound databases, medical and biological ontologies, among others. This paper presents a prototype computational system (BIOPROSPECTUS) to support bioprospecting natural products from Colombian biodiversity with biological activity. Bioprospectus is a knowledge base information retrieval (IR) system that integrates and analyzes information from multiple sources and domains, provides query suggestions based on an expert curated ontology and offer result exploration capabilities on top of a metasearch engine. The system was developed using information exploration (IE) and natural language processing (NLP) techniques over a set of raw scientific articles, integrating additional information from a collection of external knowledge bases. Users may express their information needs by combining textual and semantic keywords in a query that can be refined through domain specific knowledge structured as an ontology. For the evaluation two quantitative measures were taken and compared to a reference system. Based on the results, the system holds great promise providing a technological foundation to identify new bio-products from the colombian biodiversity targeting sustainable development and added value of our biodiversity.spa
dc.description.degreelevelMaestríaspa
dc.format.mimetypeapplication/pdfspa
dc.identifier.eprintshttp://bdigital.unal.edu.co/62134/spa
dc.identifier.urihttps://repositorio.unal.edu.co/handle/unal/62879
dc.language.isospaspa
dc.relation.ispartofUniversidad Nacional de Colombia Sede Bogotá Facultad de Ingeniería Departamento de Ingeniería Eléctrica y Electrónica Ingeniería Electrónicaspa
dc.relation.ispartofIngeniería Electrónicaspa
dc.relation.referencesBarguil Giraldo, Samier Said (2017) Bioprospectus: Information fusion and search to support bioproduct development. Maestría thesis, Universidad Nacional de Colombia - Sede Bogotá.spa
dc.rightsDerechos reservados - Universidad Nacional de Colombiaspa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.rights.licenseAtribución-NoComercial 4.0 Internacionalspa
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/spa
dc.subject.ddc02 Bibliotecología y ciencias de la información / Library and information sciencesspa
dc.subject.ddc6 Tecnología (ciencias aplicadas) / Technologyspa
dc.subject.ddc62 Ingeniería y operaciones afines / Engineeringspa
dc.subject.proposalBioproductspa
dc.subject.proposalNatural medicinespa
dc.subject.proposalSustainable developmentspa
dc.subject.proposalInformation explorationspa
dc.subject.proposalInformation retrieval systemspa
dc.titleBioprospectus: Information fusion and search to support bioproduct developmentspa
dc.typeTrabajo de grado - Maestríaspa
dc.type.coarhttp://purl.org/coar/resource_type/c_bdccspa
dc.type.coarversionhttp://purl.org/coar/version/c_ab4af688f83e57aaspa
dc.type.contentTextspa
dc.type.driverinfo:eu-repo/semantics/masterThesisspa
dc.type.redcolhttp://purl.org/redcol/resource_type/TMspa
dc.type.versioninfo:eu-repo/semantics/acceptedVersionspa
oaire.accessrightshttp://purl.org/coar/access_right/c_abf2spa

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