{"id":12164,"date":"2022-11-21T11:38:13","date_gmt":"2022-11-21T11:38:13","guid":{"rendered":"https:\/\/projectsofar.info\/aisuperior\/?post_type=blog&#038;p=12164"},"modified":"2023-12-04T13:02:23","modified_gmt":"2023-12-04T13:02:23","slug":"how-machine-learning-is-revolutionising-the-real-estate-sector","status":"publish","type":"blog","link":"https:\/\/aisuperior.com\/nl\/blog\/how-machine-learning-is-revolutionising-the-real-estate-sector\/","title":{"rendered":"Hoe machine learning de vastgoedsector radicaal verandert"},"content":{"rendered":"<p>In de afgelopen tien jaar zijn digitale transformatie en de daarmee samenhangende technologie\u00ebn regelmatige discussies in de bestuurskamer geworden. Als we een woordwolk van die discussies zouden maken,\u00a0<em>gegevens<\/em>\u00a0zou waarschijnlijk groter zijn dan andere, wat betekent dat het misschien wel het meest gebruikte woord is in brainstormsessies over bedrijfsstrategie\u00ebn. Gezien de enorme hoeveelheid beschikbare datapunten zorgt Machine Learning in onroerend goed voor een interessante use case en we zullen er een paar blootleggen.<\/p>\n<p>Terloops gebruikt als synoniem voor kunstmatige intelligentie (AI),\u00a0<a href=\"https:\/\/aisuperior.com\/nl\/technology\/core-data-science-and-machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machinaal leren\u00a0<\/a>(ML) is een tak van AI die gebruik maakt van gegevens en algoritmen om softwareapplicaties te bouwen die menselijke intelligentie kunnen emuleren bij het oplossen van complexe problemen.<\/p>\n<p>Door de vastgoedsector \u2013 de grootste activaklasse ter wereld en de op \u00e9\u00e9n na minst gedigitaliseerde sector ter wereld (volgens de Morgan Stanley Digitalization Index) \u2013 te observeren door een ML-prisma, wordt een spectrum van kansen onthuld die wachten om benut te worden.<\/p>\n<h3><span class=\"wp-block-heading\">Machine Learning-toepassingen in onroerend goed<\/span><\/h3>\n<h3 class=\"wp-block-heading has-medium-font-size\">Geavanceerde prijsmodellen<\/h3>\n<p>De prijsstelling van onroerend goed is een fascinerend complex probleem om op te lossen. Hoewel het zou moeten worden bepaald door een groot aantal factoren binnen en buiten de sector, wordt het traditioneel door slechts enkele factoren gedefinieerd:<\/p>\n<ul>\n<li>Historische data-analyse<\/li>\n<li>Eenheidsgrootte<\/li>\n<li>Bestaande vraag<\/li>\n<li>Intu\u00eftie en ervaring<\/li>\n<\/ul>\n<p>Als we het potentieel van AI en Machine Learning bij vastgoedinvesteringen ontsluiten, kunnen we aanvullende factoren meenemen die op het eerste gezicht triviaal lijken, maar die kunnen helpen bij het nauwkeurig bepalen van de prijs.<\/p>\n<ul>\n<li>Gemiddeld huishoud inkomen<\/li>\n<li>Vacature<\/li>\n<li>Gemiddelde bezetting<\/li>\n<li>Interessante punten<\/li>\n<li>Onderhoudsgemak van e-commerce<\/li>\n<li>Misdaadcijfer<\/li>\n<li>Commerci\u00eble vooruitzichten van het gebied<\/li>\n<li>Openbaar vervoer<\/li>\n<li>Voorspelde waardering<\/li>\n<li>Werkgelegenheid<\/li>\n<li>Gemiddelde maandelijkse zonlichturen<\/li>\n<li>Beoordeling van naburige scholen<\/li>\n<li>Parkeerplaatsen<\/li>\n<li>Verwachte geluidsniveaus (bouwwerkzaamheden, verkeer, enz.)<\/li>\n<li>Eet-, entertainment- en recreatiemogelijkheden<\/li>\n<\/ul>\n<p>We kunnen de lijst blijven uitbreiden en de berekening wordt met elk gegevenspunt complexer. Dit vereist een consistente, wetenschappelijke en zelflerende benadering van prijsstelling die ervaring en intu\u00eftie niet kunnen bieden. Grote, complexe datasets vereisen een iteratief, zichzelf verbeterend berekeningsalgoritme \u2013 precies wat de automatisering van de vastgoedsector via AI en ML oplevert.<\/p>\n<h3 class=\"wp-block-heading has-medium-font-size\">Marketing<\/h3>\n<p>Tegenwoordig stellen apps, chatbots en soortgelijke interfaces bedrijven in staat aanzienlijke hoeveelheden klantgegevens te verzamelen. Machine learning-modellen kunnen deze enorme hoeveelheden ongestructureerde gegevens verwerken om datagestuurde inzichten te leveren, die makelaars vervolgens kunnen gebruiken om hun inspanningen te richten op in aanmerking komende klanten. Als u zich concentreert op het converteren van een lijst met oprecht ge\u00efnteresseerde klanten in plaats van ongevraagd te bellen en e-mails te sturen naar een willekeurig verzamelde lijst, kunt u de algehele betrokkenheid en conversiepercentages verhogen.<\/p>\n<p>Bovendien zorgt het hebben van voldoende informatie over de omvang, het gebied, de locatie, het budget en de algemene woonvoorkeuren van een klant ervoor dat makelaars meer gepersonaliseerde gesprekken met klanten kunnen voeren en vanaf het begin een betere klantervaring kunnen bieden.<\/p>\n<h3 class=\"wp-block-heading has-medium-font-size\">ML-gedreven ervaringscentra<\/h3>\n<p>Visuele aantrekkingskracht is een sleutelfactor bij het nemen van een investeringsbeslissing in onroerend goed. Het is net zo belangrijk als moeilijk te kwantificeren. Bezoek ter plaatse is de meest eenvoudige manier om dit op te lossen, maar is vaak onpraktisch. Op machine learning gebaseerde beeldherkenningsmodellen kunnen uw klanten de omgeving van een pand op duizenden kilometers afstand laten ervaren. Deep Learning-modellen kunnen in een mum van tijd belangrijke informatie onthullen door toegang te krijgen tot miljoenen afbeeldingen, terwijl convolutionele neurale netwerken belangrijke visuele aspecten van een eigenschap kunnen extraheren, analyseren en presenteren, zoals:<\/p>\n<ul>\n<li>Activiteitenniveaus in de buurt<\/li>\n<li>Grootte en kwaliteit van straten<\/li>\n<li>Beschikbaarheid van parkeerplaatsen<\/li>\n<li>straatverlichting<\/li>\n<li>Groen<\/li>\n<li>Bevolkingsdichtheid<\/li>\n<li>Nabijheid van parken<\/li>\n<\/ul>\n<p>Naast het vastleggen van de beelden, kunnen deze modellen zichzelf verbeteren door de rol te bepalen die elke factor speelde in de uiteindelijke beslissing van de klant. Het is een belangrijke feedbackloop die toekomstige beslissingen van alle belanghebbenden zal voeden.<\/p>\n<h3 class=\"wp-block-heading has-medium-font-size\">Aanbevolen systemen<\/h3>\n<p>Dit is een belangrijk aspect van Machine Learning dat in alle sectoren exponenti\u00eble beloningen oplevert. Aanbevelingsmotoren zijn overal om ons heen, of we ze nu herkennen of niet. YouTube-advertenties, gesponsorde zoekresultaten, de productsuggesties van Amazon, het matching-algoritme van Tinder, de sectie die Netflix voor u aanbeveelt, zijn allemaal voorbeelden van ML-verbeteringen.<\/p>\n<p>Vastgoedbedrijven kunnen uit deze use cases putten voor het profileren van hun klanten en beursgenoteerde panden. Ze kunnen een klant vervolgens koppelen aan een reeks accommodaties op basis van geselecteerde voorkeuren, zoals locatie, grootte, budget, interessante plaatsen en nog veel meer. Ze kunnen ook een volledige financi\u00eble profilering van hun klanten uitvoeren om te voorspellen welke eigendommen een klant mogelijk wil hebben.<\/p>\n<p>Gezien de inherente complexiteit van de vastgoedsector staan we hier nog maar aan het begin. Terwijl u aan de digitale transformatie van uw vastgoedbedrijf begint, ontdekt u een schat aan informatie waarmee u weloverwogen strategische beslissingen kunt nemen.<\/p>\n<h3><span class=\"wp-block-heading\"><strong>Hoe AI Superior kan helpen<\/strong><\/span><\/h3>\n<p>Bij AI Superior zijn we experts in het end-to-end bouwen\u00a0<a href=\"https:\/\/aisuperior.com\/nl\/technology\/core-data-science-and-machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning-oplossingen<\/a>\u00a0om de prestaties van vastgoedbedrijven naar een hoger niveau te tillen. Of u nu gebruik wilt maken van machine learning\u00a0<a href=\"https:\/\/aisuperior.com\/nl\/projects\/real-estate-property-estimation\/\" target=\"_blank\" rel=\"noreferrer noopener\">voorspelling van de vastgoedprijs<\/a>\u00a0of om belangrijke markttrends te voorspellen, kunnen wij u helpen uw gegevens te benutten om uw rendement op uw investering te vergroten.<\/p>\n<p><a href=\"https:\/\/aisuperior.com\/nl\/contact\/\" target=\"_blank\" rel=\"noreferrer noopener\">Neem contact op<\/a>\u00a0Neem contact met ons op om erachter te komen hoe we een oplossing op maat kunnen cre\u00ebren die tegemoetkomt aan uw zakelijke behoeften<\/p>","protected":false},"excerpt":{"rendered":"<p>In the decade gone by, digital transformation and its associated technologies have become regular boardroom discussions. If we prepared a word-cloud of those discussions,\u00a0data\u00a0would likely outsize others, meaning it is arguably the most frequently used word in enterprise strategy brainstorming sessions. Given the vast pool of available data points, Machine Learning in real estate makes [&hellip;]<\/p>\n","protected":false},"featured_media":12167,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","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":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","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-opacity":"","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-opacity":"","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-opacity":"","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-opacity":"","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-opacity":"","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-opacity":"","overlay-gradient":""}}},"categories":[8],"class_list":["post-12164","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-ai","blog_category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Machine Learning Is Revolutionising The Real Estate Sector - aisuperior<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aisuperior.com\/nl\/blog\/how-machine-learning-is-revolutionising-the-real-estate-sector\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Machine Learning Is Revolutionising The Real Estate Sector - aisuperior\" \/>\n<meta property=\"og:description\" content=\"In the decade gone by, digital transformation and its associated technologies have become regular boardroom discussions. 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