{"id":101867,"date":"2018-03-11T10:23:52","date_gmt":"2018-03-11T10:23:52","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/interactive-pattern-recognition-applied-to-natural-language-processing\/"},"modified":"2018-03-11T10:23:52","modified_gmt":"2018-03-11T10:23:52","slug":"interactive-pattern-recognition-applied-to-natural-language-processing","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/informatica\/interactive-pattern-recognition-applied-to-natural-language-processing\/","title":{"rendered":"Interactive pattern recognition applied to natural language processing"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Luis Rodr\u00edguez Ruiz <\/strong><\/h2>\n<p>This thesis is about pattern recognition. In the last decades, huge  efforts have been made to develop automatic systems able to rival  human capabilities in this field. Although these systems achieve high  productivity rates, they are not precise enough in most  situations. Humans, on the contrary, are very accurate but  comparatively quite slower. This poses an interesting question: the  possibility of benefiting from both worlds by constructing  cooperative systems.   this thesis presents diverse contributions to this kind of  collaborative approach. The point is to improve the pattern  recognition systems by properly introducing a human operator into the  system. We call this interactive pattern recognition (ipr).   firstly, a general proposal for ipr will be stated. The aim is to  develop a framework to easily derive new applications in this  area. Some interesting ipr issues are also introduced. Multi-modality  or adaptive learning are examples of extensions that can naturally fit  into ipr.   in the second place, we will focus on a specific application. A novel  method to obtain high quality speech transcriptions (cast, computer  assisted speech transcription). We will start by proposing a cast  formalization and, next, we will cope with different implementation  alternatives. Practical issues, as the system response time, will be  also taken into account, in order to allow for a practical  implementation of cast. Word graphs and probabilistic error  correcting parsing are tools that will be used to reach an  alternative formulation that allows for the use of cast in a real  scenario.    afterwards, a special application within the general ipr   framework will be discussed. This is intended to test the ipr   capabilities in an extreme environment, where no input pattern   is available and the system only has access to the user actions to   produce a hypothesis. Specifically, we will focus here on providing   assistance in the problem of text generation. The use of adaptive   learning in this scenario will be emphasized. Besides, two   derived applications will be also considered. Notably, the use of   text prediction for information retrieval systems.  in addition, we will pose an interesting question about ipr systems. The inclusion of multi-modality as a natural part of ipr. The design of a speech input interface for computer assisted translation (cat) will be addressed. To this end, we will describe several interaction scenarios, which facilitate the speech recognition process by taking advantage of the cat environment.  finally, a set of prototypes that include the main features of the work here developed will be presented. The main motivation is to provide real examples about the feasibility of implementing the techniques here described.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Interactive pattern recognition applied to natural language processing<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Interactive pattern recognition applied to natural language processing <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Luis Rodr\u00edguez Ruiz <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Polit\u00e9cnica de Valencia<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 21\/06\/2010<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Enrique Vidal Ruiz<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Francisco Casacuberta nolla <\/li>\n<li>Juan  Miguel Vilar torres (vocal)<\/li>\n<li>Jos\u00e9 Antonio Gamez martin (vocal)<\/li>\n<li>Jos\u00e9 Oncina carratal\u00e1 (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Luis Rodr\u00edguez Ruiz This thesis is about pattern recognition. In the last decades, huge efforts have been [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[13880,16820],"tags":[17029,4152,40393,38864,206878,206877],"class_list":["post-101867","post","type-post","status-publish","format-standard","hentry","category-informatica","category-politecnica-de-valencia","tag-enrique-vidal-ruiz","tag-francisco-casacuberta-nolla","tag-jose-antonio-gamez-martin","tag-jose-oncina-carratala","tag-juan-miguel-vilar-torres","tag-luis-rodriguez-ruiz"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/101867","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/comments?post=101867"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/101867\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=101867"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=101867"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=101867"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}