{"id":6801,"date":"2023-10-26T18:55:52","date_gmt":"2023-10-26T18:55:52","guid":{"rendered":"https:\/\/dailyai.com\/?p=6801"},"modified":"2023-10-26T21:19:03","modified_gmt":"2023-10-26T21:19:03","slug":"airbnb-uses-ai-to-wage-war-on-house-parties","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/10\/airbnb-uses-ai-to-wage-war-on-house-parties\/","title":{"rendered":"Airbnb anv\u00e4nder AI f\u00f6r att bek\u00e4mpa hemmafester"},"content":{"rendered":"

Airbnb-v\u00e4rdar - s\u00e4rskilt de som hyr ut sina egna privata hem - m\u00e5ste ta itu med m\u00f6jligheten att deras fastigheter anv\u00e4nds f\u00f6r o\u00e4rliga \u00e4ndam\u00e5l.\u00a0<\/strong><\/p>\n

Faller en fest inom den kategorin? Om det f\u00f6rvandlas till en <\/span>\"upplopp\" och \u00e5drar sig tusentals kronor i skadest\u00e5nd<\/span><\/a>...s\u00e5 f\u00f6rmodligen.\u00a0<\/span><\/p>\n

S\u00e5dana scenarier har rapporterats flitigt p\u00e5 senare tid och \u00f6kat under hela coronapandemin. N\u00e4r barer och nattklubbar sedan st\u00e4ngde tog unga vuxna till Airbnb f\u00f6r att h\u00e5lla sina hemmafester, ibland med f\u00f6r\u00f6dande konsekvenser f\u00f6r \u00e4garna.\u00a0<\/span><\/p>\n

Detta ledde till en omfattande motreaktion som s\u00e5 sm\u00e5ningom kulminerade i Airbnbs \"globala partyf\u00f6rbud\", som bland annat innebar att man f\u00f6rbj\u00f6d personer som beg\u00e5tt \u00f6vertr\u00e4delser att g\u00f6ra nya bokningar och begr\u00e4nsade personer under 25 \u00e5r som inte hade en historia av utm\u00e4rkta recensioner.<\/span><\/p>\n

Airbnb sa att antalet rapporterade fester p\u00e5 grund av dess klampning minskade med 55% mellan 2020 och f\u00f6rra \u00e5ret<\/a>. Men unga vuxna som vill festa \u00e4r fortfarande en kraft att r\u00e4kna med, s\u00e5 f\u00f6retaget v\u00e4nde sig till AI f\u00f6r att f\u00f6rb\u00e4ttra sin f\u00f6rm\u00e5ga att identifiera br\u00e5kmakare.\u00a0<\/span><\/p>\n

N\u00e4r n\u00e5gon nu f\u00f6rs\u00f6ker boka via Airbnb s\u00f6ker AI-systemet automatiskt efter varningstecken, till exempel hur nyligen de skapade kontot och om de f\u00f6rs\u00f6ker hyra en fastighet i samma stad eller stad d\u00e4r de bor.\u00a0<\/span><\/p>\n

Dessa digitala kriminaltekniska metoder har anv\u00e4nts av plattformar som eBay och Amazon i flera \u00e5r f\u00f6r att sl\u00e5 ner p\u00e5 bedr\u00e4gerier.<\/span><\/p>\n

Airbnbs AI st\u00e4ller ocks\u00e5 fr\u00e5gor om vistelsens l\u00e4ngd - endast en natt \u00e4r ett potentiellt problem - och om vistelsen \u00e4r planerad under Halloween eller ny\u00e5r, till exempel.\u00a0<\/span><\/p>\n

\"Om n\u00e5gon bokar ett rum under ny\u00e5rsafton f\u00f6r endast en natt och de kommer fr\u00e5n samma stad som v\u00e4rden, \u00e4r det troligt att det \u00e4r en fest\", s\u00e4ger Naba Banerjee, chef f\u00f6r s\u00e4kerhet och f\u00f6rtroende p\u00e5 Airbnb.<\/span><\/p>\n

Banerjee till\u00e4gger att om AI:n bed\u00f6mer att risken f\u00f6r en partybokning \u00e4r f\u00f6r h\u00f6g, kommer den att f\u00f6rhindra bokningen eller ist\u00e4llet guida personen till webbplatsen f\u00f6r ett av sina partnerhotellf\u00f6retag.<\/span><\/p>\n

Risken f\u00f6r falskt positiva resultat<\/span><\/h2>\n

Det finns dock en balansg\u00e5ng att g\u00f6ra. Kan AI:n neka potentiellt legitima bokningar?\u00a0<\/span><\/p>\n

Edward McFowland III, bitr\u00e4dande professor i teknik och operativ ledning vid Harvard Business School, beskrev detta och sa: \"Att ha det h\u00e4r lagret av AI kan bidra till att minska friktionen p\u00e5 b\u00e5da sidor, b\u00e5de f\u00f6r f\u00f6retag och konsumenter.\"<\/span><\/p>\n

Han p\u00e5pekar att \u00e4ven en perfekt kalibrerad AI-modell kan skapa falska negativ, som att utesluta en ung person som vill hyra en l\u00e4genhet f\u00f6r ny\u00e5rsafton men inte har f\u00f6r avsikt att ordna en fest. \"Och det \u00e4r d\u00e4rf\u00f6r AI-teknik fortfarande \u00e4r mycket sv\u00e5r att f\u00e5 r\u00e4tt, hela tiden.\"<\/span><\/p>\n

Airbnb har inte deklarerat alla datapunkter som de har tillg\u00e5ng till, och AI tittar sannolikt p\u00e5 andra signaler ut\u00f6ver de som n\u00e4mns.<\/span><\/p>\n

Det kan f\u00f6rmodligen analysera signaler fr\u00e5n sociala medier, IP-adresser, enhetsdata och till och med den senaste webbhistoriken. <\/span>Banerjee menade ocks\u00e5 att AI bara kommer att bli b\u00e4ttre i takt med att mer data tas in. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Airbnb-v\u00e4rdar - s\u00e4rskilt de som hyr ut sina egna privata hem - m\u00e5ste konfrontera m\u00f6jligheten att deras fastigheter anv\u00e4nds f\u00f6r o\u00e4rliga \u00e4ndam\u00e5l. Faller en fest in i den kategorin? Om den f\u00f6rvandlas till ett \"upplopp\" och orsakar tusentals kronor i skadest\u00e5nd, s\u00e5 f\u00f6rmodligen. S\u00e5dana scenarier har rapporterats flitigt p\u00e5 senare tid och \u00f6kade under hela coronapandemin. N\u00e4r barer och nattklubbar sedan st\u00e4ngde tog unga vuxna till Airbnb f\u00f6r att h\u00e5lla sina hemmafester, ibland med f\u00f6r\u00f6dande konsekvenser f\u00f6r \u00e4garna. Detta utl\u00f6ste en omfattande motreaktion, som s\u00e5 sm\u00e5ningom kulminerade i Airbnbs \"globala partyf\u00f6rbud\", som inkluderade f\u00f6rbud f\u00f6r brottslingar att g\u00f6ra nya bokningar<\/p>","protected":false},"author":2,"featured_media":6802,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[452,105],"class_list":["post-6801","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-airbnb","tag-machine-learning"],"yoast_head":"\nAirbnb uses AI to wage war on house parties | DailyAI<\/title>\n<meta name=\"description\" content=\"Airbnb owners \u2013 particularly those renting out their own private homes \u2013 have to confront the possibility of their properties being used for disingenuous purposes.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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