Sentiment Analysis in TripAdvisor

被引：116
|
作者：
Valdivia, Ana [1 ]
Luzon, M. Victoria [2 ]
Herrera, Francisco [1 ]
机构：
[1] Univ Granada, Comp Sci & Artificial Intelligence Dept, Granada, Spain
[2] Univ Granada, Software Engn Dept, Granada, Spain
来源：
IEEE INTELLIGENT SYSTEMS | 2017年 / 32卷 / 04期
关键词：
artificial intelligence; online recommendation systems; sentiment analysis; TripAdvisor;
D O I：
10.1109/MIS.2017.3121555
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Web platforms such as TripAdvisor allow tourists to describe their experiences with hotels, restaurants, and other tourist attractions. This article proposes TripAdvisor as a source of data for sentiment analysis tasks. The authors develop an analysis for studying the matching between users' sentiments and automatic sentiment-detection algorithms. They also discuss some of the challenges regarding sentiment analysis and TripAdvisor. © 2001-2011 IEEE.
引用
收藏
页码：72 / 77
页数：6
相关论文
共 50 条
  • [21] Is there a language of sentiment? An analysis of lexical resources for sentiment analysis
    Devitt, Ann
    Ahmad, Khurshid
    LANGUAGE RESOURCES AND EVALUATION, 2013, 47 (02) : 475 - 511
  • [22] The replies of hotels to clients through TripAdvisor: A big data analysis
    San-Martin Gutierrez, Sonia
    Jimenez Torres, Nadia
    Puente Dominguez, Nuria
    ESIC MARKET, 2018, 49 (02): : 339 - 357
  • [23] Sentiment Analysis using Sentiment Features
    Bahrainian, Seyed-Ali
    Dengel, Andreas
    2013 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY - WORKSHOPS (WI-IAT), VOL 3, 2013, : 26 - 29
  • [24] Sentiment Analysis: Arabic Sentiment Lexicons
    Sabra, Khaled S. i
    Zantout, Rached N.
    El Abed, Mohamad A.
    Hamandi, Lama
    2017 SENSORS NETWORKS SMART AND EMERGING TECHNOLOGIES (SENSET), 2017,
  • [25] Sentiment Embeddings with Applications to Sentiment Analysis
    Tang, Duyu
    Wei, Furu
    Qin, Bing
    Yang, Nan
    Liu, Ting
    Zhou, Ming
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 28 (02) : 496 - 509
  • [26] Advanced Exploratory Data Analysis for Moroccan Shopping Places in TripAdvisor
    Bouabdallaoui, Ibrahim
    Guerouate, Fatima
    Bouhaddour, Samya
    Saadi, Chaimae
    Sbihi, Mohammed
    ADVANCED RESEARCH IN TECHNOLOGIES, INFORMATION, INNOVATION AND SUSTAINABILITY, ARTIIS 2022, PT I, 2022, 1675 : 257 - 271
  • [27] SENTIMENT ANALYSIS
    Das, Ayush
    2017 8TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), 2017,
  • [28] Sentiment analysis
    Zhao Y.-Y.
    Qin B.
    Liu T.
    Ruan Jian Xue Bao/Journal of Software, 2010, 21 (08): : 1834 - 1848
  • [29] Sentiment Analysis
    Stine, Robert A.
    ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 6, 2019, 6 : 287 - 308
  • [30] Negative hotel reviews on TripAdvisor: A cross-linguistic analysis
    Cenni, Irene
    Goethals, Patrick
    DISCOURSE CONTEXT & MEDIA, 2017, 16 : 22 - 30
12345