Journal ArticleDOI
Wisdom of crowds: Conducting importance-performance analysis (IPA) through online reviews
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TLDR
The results indicate that the proposed methodology can obtain effective analysis results with lower cost and shorter time since online reviews are publicly available and easily collected.About:
This article is published in Tourism Management.The article was published on 2019-02-01. It has received 165 citations till now. The article focuses on the topics: Latent Dirichlet allocation & Plot (graphics).read more
Citations
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The impact of online user reviews on hotel room sales [Summary]
TL;DR: Wang et al. as discussed by the authors developed a fixed effect log-linear regression model to assess the influence of online reviews on the number of hotel room bookings, which indicated a significant relationship between online consumer reviews and business performance of hotels.
Journal ArticleDOI
Analysing TripAdvisor reviews of tourist attractions in Phuket, Thailand.
TL;DR: A methodology that can analyse online reviews using machine learning techniques in such a way that practitioners in the fields of tourism and destination management can understand and apply the technique to improve their attractions is developed.
Journal ArticleDOI
Modelling customer satisfaction from online reviews using ensemble neural network and effect-based Kano model
TL;DR: A method for modelling customer satisfaction from online reviews using an ensemble neural network based model (ENNM) and an effect-based Kano model (EKM) is proposed to measure the effects of customer sentiments toward different CSDs on customer satisfaction.
Journal ArticleDOI
Feature Selection Based on L1-Norm Support Vector Machine and Effective Recognition System for Parkinson’s Disease Using Voice Recordings
Amin Ul Haq,Jianping Li,Muhammad Hammad Memon,Jalaluddin Khan,Asad Malik,Tanvir Ahmad,Amjad Ali,Shah Nazir,Ijaz Ahad,Mohammad Shahid +9 more
TL;DR: The experimental findings of this paper suggest that the proposed method can be used to accurately predict the PD and can be easily incorporated in healthcare for diagnosis purpose.
Journal ArticleDOI
Daily tourism volume forecasting for tourist attractions.
Jian-Wu Bi,Yang Liu,Hui Li +2 more
TL;DR: The proposed approach based on long short-term memory networks that can incorporate multivariate time series data, including historical tourism volume data, search engine data and weather data, is applied to forecast the daily tourism volume of Jiuzhaigou and Huangshan Mountain Area, two famous tourist attractions in China.
References
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Journal ArticleDOI
Latent dirichlet allocation
TL;DR: This work proposes a generative model for text and other collections of discrete data that generalizes or improves on several previous models including naive Bayes/unigram, mixture of unigrams, and Hofmann's aspect model.
Proceedings Article
Latent Dirichlet Allocation
TL;DR: This paper proposed a generative model for text and other collections of discrete data that generalizes or improves on several previous models including naive Bayes/unigram, mixture of unigrams, and Hof-mann's aspect model, also known as probabilistic latent semantic indexing (pLSI).
Journal ArticleDOI
An algorithm for suffix stripping
TL;DR: An algorithm for suffix stripping is described, which has been implemented as a short, fast program in BCPL, and performs slightly better than a much more elaborate system with which it has been compared.
Journal Article
Attractive Quality and Must-Be Quality
Journal ArticleDOI
Importance-Performance Analysis
John A. Martilla,John C. James +1 more
TL;DR: An easily-applied technique for measuring attribute importance and performance can further the development of effective marketing programs.