{"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\/it\/2023\/10\/airbnb-uses-ai-to-wage-war-on-house-parties\/","title":{"rendered":"Airbnb usa l'intelligenza artificiale per fare la guerra alle feste in casa"},"content":{"rendered":"

Gli host di Airbnb, in particolare quelli che affittano le proprie case private, devono affrontare la possibilit\u00e0 che le loro propriet\u00e0 vengano utilizzate per scopi non onesti.\u00a0<\/strong><\/p>\n

Una festa rientra in questa categoria? Se si trasforma in una <\/span>e subisce migliaia di danni<\/span><\/a>, allora probabilmente.\u00a0<\/span><\/p>\n

Questi scenari sono stati ampiamente riportati di recente e sono aumentati durante la pandemia di coronavirus. Con i bar e i locali notturni chiusi, i giovani adulti hanno scelto Airbnb per ospitare le loro feste in casa, a volte con conseguenze devastanti per i proprietari.\u00a0<\/span><\/p>\n

Questo ha scatenato un'ampia reazione, che \u00e8 culminata nel \"divieto globale di feste\" di Airbnb, che prevedeva il divieto per i trasgressori di effettuare nuove prenotazioni e la limitazione dei minori di 25 anni che non avessero una storia di recensioni eccellenti.<\/span><\/p>\n

Airbnb ha dichiarato che, grazie al suo giro di vite, il numero di feste segnalate \u00e8 diminuito del 55% tra il 2020 e l'anno scorso<\/a>. Tuttavia, i giovani adulti che vogliono fare baldoria restano una forza con cui fare i conti, quindi l'azienda si \u00e8 rivolta all'intelligenza artificiale per migliorare la propria capacit\u00e0 di identificare i piantagrane.\u00a0<\/span><\/p>\n

Ora, quando qualcuno tenta di prenotare tramite Airbnb, il sistema di intelligenza artificiale cerca automaticamente le bandiere rosse, come la data di creazione recente dell'account e il fatto che si stia cercando di affittare una propriet\u00e0 nella stessa citt\u00e0 in cui si vive.\u00a0<\/span><\/p>\n

Questi metodi forensi digitali sono stati impiegati per anni da piattaforme come eBay e Amazon per reprimere le frodi.<\/span><\/p>\n

L'intelligenza artificiale di Airbnb si interroga anche sulla durata del soggiorno - una sola notte \u00e8 un potenziale problema - e se il soggiorno \u00e8 previsto durante Halloween o Capodanno, ad esempio.\u00a0<\/span><\/p>\n

\"Se qualcuno prenota una stanza durante la notte di Capodanno per una sola notte e proviene dalla stessa citt\u00e0 dell'host, \u00e8 probabile che si tratti di una festa\", afferma Naba Banerjee, responsabile della sicurezza e della fiducia di Airbnb.<\/span><\/p>\n

Banerjee aggiunge che se l'intelligenza artificiale ritiene che il rischio di una prenotazione di un partito sia troppo alto, impedir\u00e0 la prenotazione o invece guider\u00e0 la persona al sito web di una delle sue compagnie alberghiere partner.<\/span><\/p>\n

Il rischio di falsi positivi<\/span><\/h2>\n

Tuttavia, \u00e8 necessario trovare un equilibrio. L'IA potrebbe rifiutare prenotazioni potenzialmente legittime?\u00a0<\/span><\/p>\n

Edward McFowland III, professore assistente di tecnologia e gestione operativa presso la Harvard Business School, ha descritto questo aspetto, affermando: \"Avere questo strato di IA pu\u00f2 aiutare a ridurre l'attrito su entrambi i lati, sia per le aziende che per i consumatori\".<\/span><\/p>\n

Sottolinea che anche un modello di IA perfettamente calibrato pu\u00f2 creare falsi negativi, come ad esempio escludere un giovane che vuole affittare un appartamento per Capodanno ma non ha intenzione di organizzare una festa. \"Ed \u00e8 per questo che la tecnologia dell'IA \u00e8 ancora molto difficile da ottenere, sempre e comunque\".<\/span><\/p>\n

Airbnb non ha dichiarato tutti i dati a cui ha accesso e l'intelligenza artificiale probabilmente considera altri segnali oltre a quelli citati.<\/span><\/p>\n

Probabilmente potrebbe analizzare i segnali dei social media, gli indirizzi IP, i dati dei dispositivi e persino la cronologia di navigazione recente. <\/span>Banerjee ha anche affermato che l'IA migliorer\u00e0 solo quando ingerir\u00e0 pi\u00f9 dati. <\/span><\/p>","protected":false},"excerpt":{"rendered":"

Gli host di Airbnb, in particolare quelli che affittano le proprie case private, devono affrontare la possibilit\u00e0 che le loro propriet\u00e0 vengano utilizzate per scopi non onesti. Una festa rientra in questa categoria? Se si trasforma in una \"rivolta\" e provoca migliaia di danni, probabilmente s\u00ec. Tali scenari sono stati ampiamente riportati di recente e sono aumentati durante la pandemia di coronavirus. Con la chiusura di bar e discoteche, i giovani adulti hanno scelto Airbnb per ospitare le loro feste in casa, a volte con conseguenze devastanti per i proprietari. Questo ha scatenato un'ampia reazione, culminata nel \"divieto globale di feste\" di Airbnb, che ha incluso il divieto per i trasgressori di effettuare nuove prenotazioni.<\/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\" \/>\n<link rel=\"canonical\" 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