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Airbnb Rental Price Prediction Using Machine Learning Models
9 references·0 citing·32 second hop
Airbnb Rental Price Prediction Using Machine Learning Models (2023)Airbnb Rental Price Prediction Using Mach…Analysis of Airbnb Prices using Machine Learning Techniques (2021)Analysis of Airbnb Prices usi…Airbnb Price Prediction Using Machine Learning and Sentiment Analysis (2021)Airbnb Price Prediction Using…A Client-Centric Evaluation System to Evaluate Guest’s Satisfaction on Airbnb Using Machine Learning and NLP (2021)A Client-Centric Evaluation S…Machine Learning Prediction of New York Airbnb Prices (2020)Machine Learning Prediction o…Housing Price Prediction via Improved Machine Learning Techniques (2020)Housing Price Prediction via …Housing Prices Prediction with a Deep Learning and Random Forest Ensemble (2019)Housing Prices Prediction wit…Identifying Real Estate Opportunities Using Machine Learning (2018)Identifying Real Estate Oppor…House Price Prediction Using Machine Learning and Neural Networks (2018)House Price Prediction Using …Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data (2014)Using machine learning algori…Journal of Construction Engineering and Management (1983)A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units (2015)Who performs better? AVMs vs hedonic models (2020)Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic (2021)Real estate price estimation in French cities using geocoding and machine learning (2021)Hedonic modelling, housing submarkets and residential valuation (1996)Understanding Recent Trends in House Prices and Home Ownership (2007)Stock Market Forecasting using Machine Learning: Today and Tomorrow (2019)Neural network hyperparameter optimization for prediction of real estate prices in Helsinki (2021)A boosting ensemble learning based hybrid light gradient boosting machine and extreme gradient boosting model for predicting house prices (2022)Price determinants of sharing economy based accommodation rental: A study of listings from 33 cities on Airbnb.com (2017)A Sustainable Price Prediction Model for Airbnb Listings Using Machine Learning and Sentiment Analysis (2023)An ensemble machine learning framework for Airbnb rental price modeling without using amenity-driven features (2023)Housing market segmentation and hedonic prediction accuracy (2003)Determinants of house prices in Turkey: Hedonic regression versus artificial neural network (2008)Single Sample Cross-Validation Indices for Covariance Structures (1989)Product-service systems (2009)Pricing in the sharing economy: a hedonic pricing model applied to Airbnb listings (2017)Deep Neural Network based Data Analysis and Price Prediction framework for Rio de Janeiro Airbnb (2022)A Sustainable Rental Price Prediction Model Based on Multimodal Input and Deep Learning—Evidence from Airbnb (2024)Answering new urban questions: Using eXplainable AI-driven analysis to identify determinants of Airbnb price in Dublin (2024)Reducing Buyer Search Costs: Implications for Electronic Marketplaces (1997)The sharing economy: Why people participate in collaborative consumption (2015)The Rise of the Sharing Economy: Estimating the Impact of Airbnb on the Hotel Industry (2017)Airbnb: the future of networked hospitality businesses (2016)A first look at online reputation on Airbnb, where every stay is above average (2020)Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies (2019)A HOUSE PRICE VALUATION BASED ON THE RANDOM FOREST APPROACH: THE MASS APPRAISAL OF RESIDENTIAL PROPERTY IN SOUTH KOREA (2020)Predicting property prices with machine learning algorithms (2020)House price prediction using hedonic pricing model and machine learning techniques (2022)House Price Prediction using Random Forest Machine Learning Technique (2022)Housing price prediction incorporating spatio-temporal dependency into machine learning algorithms (2022)
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References

  • 2014Using machine learning algorithms for housing price prediction: The case of Fairfax County, Virginia housing data400 cited
  • 2020Housing Price Prediction via Improved Machine Learning Techniques210 cited
  • 2018House Price Prediction Using Machine Learning and Neural Networks158 cited
  • 2018Identifying Real Estate Opportunities Using Machine Learning145 cited
  • 2019Housing Prices Prediction with a Deep Learning and Random Forest Ensemble53 cited
  • 2021Airbnb Price Prediction Using Machine Learning and Sentiment Analysis51 cited
  • 2021A Client-Centric Evaluation System to Evaluate Guest’s Satisfaction on Airbnb Using Machine Learning and NLP18 cited
  • 2020Machine Learning Prediction of New York Airbnb Prices17 cited
  • 2021Analysis of Airbnb Prices using Machine Learning Techniques12 cited

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