{"id":10865,"date":"2025-04-14T09:23:44","date_gmt":"2025-04-14T09:23:44","guid":{"rendered":"https:\/\/caixamagica.pt\/?p=10865"},"modified":"2026-03-25T11:57:40","modified_gmt":"2026-03-25T11:57:40","slug":"app-recommender","status":"publish","type":"post","link":"https:\/\/caixamagica.pt\/pt\/app-recommender\/","title":{"rendered":"AppRecommender"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"10865\" class=\"elementor elementor-10865\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4f73aab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f73aab\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ae18d6b\" data-id=\"ae18d6b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2cee2ed elementor-widget elementor-widget-text-editor\" data-id=\"2cee2ed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>The research project AppRecommender is aimed at the development of a recommendation and semantic search system dedicated to mobile app stores. This project, sponsored by the <a href=\"https:\/\/portugal2020.pt\/\">Portugal2020<\/a> fund with project number 39703, is promoted by Caixa M\u00e1gica Software in collaboration with <a href=\"https:\/\/www.iscte-iul.pt\/\">ISCTE-IUL<\/a>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d6b9ac3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d6b9ac3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-909bc24\" data-id=\"909bc24\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-842bc2d elementor-widget elementor-widget-heading\" data-id=\"842bc2d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Desafio<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8db9547 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8db9547\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2822c19\" data-id=\"2822c19\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c2ff2e8 elementor-widget elementor-widget-text-editor\" data-id=\"c2ff2e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>A prolifera\u00e7\u00e3o de dispositivos m\u00f3veis na sociedade levou a maioria das empresas a considerar o componente m\u00f3vel como essencial para o contato pr\u00f3ximo com os seus clientes.<\/p><p>Em 2017, a Google Play Store tinha 2,8 milh\u00f5es de aplica\u00e7\u00f5es m\u00f3veis dispon\u00edveis, a App Store da Apple tinha 2,2 milh\u00f5es e a Aptoide disp\u00f5e atualmente de mais de 1 milh\u00e3o de aplica\u00e7\u00f5es, criando uma concorr\u00eancia extremamente intensa entre as apps.<\/p><p>Em termos de transa\u00e7\u00f5es, em 2016, ocorreram 149,3 bilh\u00f5es de downloads de apps, um n\u00famero que se espera que duplique at\u00e9 2020. No entanto, muitos desses downloads consistem em v\u00e1rias tentativas para encontrar a aplica\u00e7\u00e3o certa, e muitas apps transferidas nunca chegam a ser utilizadas. Em 77% dos casos, as apps n\u00e3o voltam a ser utilizadas 72 horas ap\u00f3s a sua instala\u00e7\u00e3o.<\/p><p>Isso demonstra um desalinhamento significativo entre a oferta de apps das lojas de apps (servi\u00e7os de distribui\u00e7\u00e3o) e a procura por parte dos consumidores (descoberta). Devido a este desalinhamento e \u00e0 forte concorr\u00eancia entre apps, as previs\u00f5es da Gartner indicavam que, no final de 2018, menos de 0,01% dos desenvolvedores deste mercado se considerariam ter alcan\u00e7ado sucesso comercial. Al\u00e9m disso, na era cada vez mais digital em que vivemos, 52% das apps s\u00e3o descobertas atrav\u00e9s de passa-palavra entre conhecidos, amigos ou familiares, enquanto apenas 40% s\u00e3o descobertas atrav\u00e9s de pesquisas nas lojas de apps.<\/p><p>Essas inefici\u00eancias tornam a descoberta e distribui\u00e7\u00e3o de apps um desafio consider\u00e1vel e extremamente relevante, pois ocorrem num mercado de penetra\u00e7\u00e3o massiva nas sociedades e afetam seriamente a rela\u00e7\u00e3o entre empresas e consumidores.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43f7223 elementor-widget elementor-widget-image\" data-id=\"43f7223\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"549\" height=\"1024\" src=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/app-recommender-diagram-549x1024.png\" class=\"attachment-large size-large wp-image-7359\" alt=\"AppRecommender Diagram\" srcset=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/app-recommender-diagram-549x1024.png 549w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/app-recommender-diagram-161x300.png 161w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/app-recommender-diagram-768x1432.png 768w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/app-recommender-diagram-824x1536.png 824w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/app-recommender-diagram-1098x2048.png 1098w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/app-recommender-diagram.png 2048w\" sizes=\"(max-width: 549px) 100vw, 549px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b69ed0a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b69ed0a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c01608d\" data-id=\"c01608d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f81c791 elementor-widget elementor-widget-heading\" data-id=\"f81c791\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Solu\u00e7\u00e3o<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eabcb41 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eabcb41\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a27cabf\" data-id=\"a27cabf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-597aa36 elementor-widget elementor-widget-text-editor\" data-id=\"597aa36\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Partindo deste problema, o projeto AppRecommender tem como objetivo estrat\u00e9gico investigar e desenvolver tecnologias capazes de oferecer a app certa, ao cliente certo, no momento certo, propondo para tal um sistema de recomenda\u00e7\u00f5es multicrit\u00e9rio e um motor de busca sem\u00e2ntica.<\/p><p>O sistema de recomenda\u00e7\u00e3o de apps multicrit\u00e9rio ter\u00e1 a capacidade de povoar, em tempo real, os pontos de contacto (homepage mobile, web, VR, entre outros) entre o consumidor e a loja de apps m\u00f3veis com aplica\u00e7\u00f5es alinhadas com o perfil e as necessidades do consumidor.<\/p><p>Por outro lado, o motor de pesquisa sem\u00e2ntica para apps ter\u00e1 como objetivo compreender a inten\u00e7\u00e3o dos consumidores durante as suas pesquisas e associar essa inten\u00e7\u00e3o, o perfil do consumidor e o contexto ao perfil das aplica\u00e7\u00f5es dispon\u00edveis na loja. Assim, entrega em tempo real as apps certas ao consumidor que as solicitou.<\/p><p>O objetivo \u00e9 otimizar os servi\u00e7os de distribui\u00e7\u00e3o e descoberta de apps atuais e, consequentemente, promover liga\u00e7\u00f5es mais pr\u00f3ximas entre as empresas e os seus clientes-alvo.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ee72bb1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ee72bb1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-dabb5ec\" data-id=\"dabb5ec\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ac4e14c elementor-widget elementor-widget-heading\" data-id=\"ac4e14c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Impacto<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-36712ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"36712ac\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-faf350f\" data-id=\"faf350f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4f59b3 elementor-widget elementor-widget-text-editor\" data-id=\"e4f59b3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>O projeto tem como objetivo ter impactos espec\u00edficos nos consumidores de apps m\u00f3veis, nas empresas promotoras de apps e na loja de apps Aptoide, atrav\u00e9s da Caixa M\u00e1gica Software, promotora l\u00edder deste projeto que colocar\u00e1 os resultados no mercado.<\/p><p data-start=\"0\" data-end=\"217\">Para os utilizadores, o impacto ser\u00e1 em termos de maior simplicidade, efici\u00eancia e satisfa\u00e7\u00e3o na descoberta de apps, devido ao alinhamento otimizado entre as suas necessidades, caracter\u00edsticas e contexto com as apps oferecidas pela loja de apps.<\/p><p data-start=\"219\" data-end=\"411\">Para os desenvolvedores ou empresas que promovem apps m\u00f3veis, o impacto ser\u00e1 em termos de maior proximidade com os consumidores-alvo, possibilitando a sua aquisi\u00e7\u00e3o e potencial reten\u00e7\u00e3o, otimizando assim o seu sucesso comercial.<\/p><p data-start=\"413\" data-end=\"616\">Para a Caixa M\u00e1gica Software e a Aptoide, o impacto ser\u00e1 um aumento na qualidade do servi\u00e7o prestado \u00e0s empresas e aos consumidores, bem como um aumento org\u00e2nico inerente de apps submetidas na loja de apps, de utilizadores ativos e de receita.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fdc18f4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fdc18f4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-695918e\" data-id=\"695918e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a2343fd elementor-widget elementor-widget-button\" data-id=\"a2343fd\" data-element_type=\"widget\" data-widget_type=\"button.button-silicon\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2023\/09\/AppRecommender_Poster_Print.pdf\" class=\"silicon-button btn btn-primary btn-lg\" role=\"button\">\n\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text silicon-button-text order-last\">Descarregar poster do projeto<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-30b98ac elementor-section-full_width related-case-studies elementor-section-height-default elementor-section-height-default\" data-id=\"30b98ac\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default container mb-5 pt-md-4 flex-wrap\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2a0318f col-12\" data-id=\"2a0318f\" data-element_type=\"column\">\n\t\t\t<div class=\"d-flex flex-sm-row flex-column align-items-center justify-content-between mb-4 pb-1 pb-md-3 p-0 elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e5abf3f elementor-widget__width-auto elementor-widget-mobile__width-inherit elementor-widget elementor-widget-highlighted-heading\" data-id=\"e5abf3f\" data-element_type=\"widget\" data-widget_type=\"highlighted-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"silicon-elementor-highlighted-heading__title h2 mb-sm-0\"><span class=\"si-multipurpose-text__before\">Casos de Sucesso Relacionados<\/span><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c406ce1 elementor-widget__width-auto elementor-widget-mobile__width-auto elementor-widget elementor-widget-button\" data-id=\"c406ce1\" data-element_type=\"widget\" data-widget_type=\"button.button-silicon\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"\/pt\/casos-sucesso\/\" class=\"silicon-button btn btn-outline-primary btn-lg ms-4\" role=\"button\">\n\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text order-first\">Ver todos<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-aefd591 col-12\" data-id=\"aefd591\" data-element_type=\"column\">\n\t\t\t<div class=\"p-0 elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5706687 elementor-widget elementor-widget-sn-post-carousel\" data-id=\"5706687\" data-element_type=\"widget\" data-settings=\"{&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"sn-post-carousel.post-carousel-v1\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div data-swiper-options=\"{&quot;pagination&quot;:{&quot;el&quot;:&quot;.swiper-pagination&quot;,&quot;type&quot;:&quot;bullets&quot;,&quot;clickable&quot;:true},&quot;spaceBetween&quot;:8,&quot;breakpoints&quot;:{&quot;1440&quot;:{&quot;spaceBetween&quot;:8,&quot;slidesPerView&quot;:&quot;3&quot;},&quot;1000&quot;:{&quot;spaceBetween&quot;:24,&quot;slidesPerView&quot;:&quot;3&quot;},&quot;500&quot;:{&quot;spaceBetween&quot;:24,&quot;slidesPerView&quot;:&quot;2&quot;}},&quot;slidesPerView&quot;:1,&quot;speed&quot;:500}\" class=\"swiper sn-elementor-main-swiper mx-n2\">\n\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t<div class=\"swiper-slide h-auto pb-3\">\n\t\t\t\t\t<article class=\"card h-100 border-0 shadow-sm mx-2\">\n\t\t\t\t<div class=\"position-relative\">                     \n\t\t\t\t\t<a href=\"https:\/\/caixamagica.pt\/pt\/test-pilot-ai\/\" class=\"position-absolute top-0 start-0 w-100 h-100\" aria-label=\"L\u00ea mais\"><\/a>\n\t\t\t\t\t<img decoding=\"async\" width=\"1920\" height=\"1306\" src=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1.webp\" class=\"card-img-top rounded-top wp-post-image\" alt=\"Stageless AI\" srcset=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1.webp 1920w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-300x204.webp 300w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-1024x697.webp 1024w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-768x522.webp 768w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-1536x1045.webp 1536w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-18x12.webp 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>         \n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"card-body pb-4\">\n\t\t\t\t\t\t<div class=\"d-flex align-items-center justify-content-between mb-3 sn-meta\">\n\t\t\t\t\t<div class=\"fs-sm\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<h3 class=\"silicon-elementor-title__name h5 mb-0 mb-1\">\n\t\t\t<a class=\"custom-title-color\" href=\"https:\/\/caixamagica.pt\/pt\/test-pilot-ai\/\">\n\t\t\t\tProtegido: Test Pilot AI \n\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/article>\n\t\t<\/div>\n\t\t\t\t<div class=\"swiper-slide h-auto pb-3\">\n\t\t\t\t\t<article class=\"card h-100 border-0 shadow-sm mx-2\">\n\t\t\t\t<div class=\"position-relative\">                     \n\t\t\t\t\t<a href=\"https:\/\/caixamagica.pt\/pt\/new\/insights-generative-ai-real-estate-stageless-ai\/\" class=\"position-absolute top-0 start-0 w-100 h-100\" aria-label=\"L\u00ea mais\"><\/a>\n\t\t\t\t\t<img decoding=\"async\" width=\"3200\" height=\"1800\" src=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1.png\" class=\"card-img-top rounded-top wp-post-image\" alt=\"Stageless AI\" srcset=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1.png 3200w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1-300x169.png 300w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1-1024x576.png 1024w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1-768x432.png 768w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1-1536x864.png 1536w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1-2048x1152.png 2048w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/close-up-man-writing-code-laptop-1-1-18x10.png 18w\" sizes=\"(max-width: 3200px) 100vw, 3200px\" \/>         \n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"card-body pb-4 card-body pb-4\">\n\t\t\t\t\t\t<div class=\"d-flex align-items-center justify-content-between mb-3 sn-meta\">\n\t\t\t\t\t<div class=\"fs-sm\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<h3 class=\"silicon-elementor-title__name h5 mb-0 mb-1\">\n\t\t\t<a class=\"custom-title-color\" href=\"https:\/\/caixamagica.pt\/pt\/new\/insights-generative-ai-real-estate-stageless-ai\/\">\n\t\t\t\tPorque cri\u00e1mos a Stageless AI e o que nos diz sobre onde a IA generativa cria valor real \n\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/article>\n\t\t<\/div>\n\t\t\t\t<div class=\"swiper-slide h-auto pb-3\">\n\t\t\t\t\t<article class=\"card h-100 border-0 shadow-sm mx-2\">\n\t\t\t\t<div class=\"position-relative\">                     \n\t\t\t\t\t<a href=\"https:\/\/caixamagica.pt\/pt\/stageless-ai\/\" class=\"position-absolute top-0 start-0 w-100 h-100\" aria-label=\"L\u00ea mais\"><\/a>\n\t\t\t\t\t<img decoding=\"async\" width=\"1920\" height=\"1306\" src=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1.webp\" class=\"card-img-top rounded-top wp-post-image\" alt=\"Stageless AI\" srcset=\"https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1.webp 1920w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-300x204.webp 300w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-1024x697.webp 1024w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-768x522.webp 768w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-1536x1045.webp 1536w, https:\/\/caixamagica.pt\/wp-content\/uploads\/2026\/04\/photo-1600607687939-ce8a6c25118c-1-18x12.webp 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>         \n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"card-body pb-4 card-body pb-4 card-body pb-4\">\n\t\t\t\t\t\t<div class=\"d-flex align-items-center justify-content-between mb-3 sn-meta\">\n\t\t\t\t\t<div class=\"fs-sm\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<h3 class=\"silicon-elementor-title__name h5 mb-0 mb-1\">\n\t\t\t<a class=\"custom-title-color\" href=\"https:\/\/caixamagica.pt\/pt\/stageless-ai\/\">\n\t\t\t\tStageless AI \n\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/article>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"swiper-pagination position-relative pt-2 pt-sm-3 mt-4\"><\/div>        \n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fdd56c7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fdd56c7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c21baf2\" data-id=\"c21baf2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c2c442 elementor-widget elementor-widget-html\" data-id=\"2c2c442\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script>\r\ndocument.addEventListener(\"DOMContentLoaded\", function () {\r\n    const twitterIcon = document.querySelector(\".dpsp-network-list-item-twitter svg\");\r\n    if (twitterIcon) {\r\n        const xIconSVG = `\r\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 24 24\" fill=\"black\">\r\n            <path d=\"M18.244 2H21.55L14.31 10.292L22.824 22H16.17L10.956 14.909L4.787 22H1.48L9.216 13.134L1 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!important;;\r\n}\r\n<\/style>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6111d4b code-block elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6111d4b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6b523d7\" data-id=\"6b523d7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d0ee36 elementor-widget elementor-widget-html\" data-id=\"3d0ee36\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"Project\",\n    \"name\": \"AppRecommender\",\n    \"description\": \"Projeto de I&D focado no desenvolvimento de sistemas de recomenda\\u00e7\\u00e3o e pesquisa sem\\u00e2ntica para app stores.\",\n    \"author\": {\n        \"@id\": \"https:\\\/\\\/caixamagica.pt\\\/#organization\"\n    },\n    \"sponsor\": {\n        \"@type\": \"Organization\",\n        \"name\": \"Portugal 2020\"\n    },\n    \"funder\": {\n        \"@type\": \"EducationalOrganization\",\n        \"name\": \"ISCTE-IUL\"\n    },\n    \"knowsAbout\": [\n        \"Artificial Intelligence\",\n        \"Semantic Search\",\n        \"Recommendation Systems\",\n        \"Machine Learning\"\n    ]\n}<\/script>\r\n\r\n\r\n\r\n\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>O projeto AppRecommender tem como objetivo desenvolver um sistema de recomenda\u00e7\u00e3o e busca sem\u00e2ntica para lojas de aplica\u00e7\u00f5es m\u00f3veis. Patrocinado pelo fundo Portugal2020 (N\u00famero do Projeto: 39703), \u00e9 promovido pela Caixa M\u00e1gica Software em colabora\u00e7\u00e3o com o ISCTE-IUL.<\/p>","protected":false},"author":6,"featured_media":8702,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_theme","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[106,60,35],"tags":[],"class_list":["post-10865","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-mobile-en-en","category-research-development-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AppRecommender | Case Study<\/title>\n<meta name=\"description\" content=\"AppRecommender is an AI-driven engine that helps users discover apps tailored to their needs, offering personalized recommendations.\" \/>\n<meta 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