Concepedia

Predictive Analytics For Hotels

Predictive Analytics for Hotels is a computational methodology that applies statistical models and machine learning techniques to historical and real-time hospitality data to forecast guest behavior, optimize pricing, and enhance operational decision-making within the lodging industry.

60

Publications

3.6K

Citations

159

Authors

91

Institutions

Publications per year

2017–2026

44

Parents

Publications

60

Predicting overall customer satisfaction: Big data evidence from hotel online textual reviews

Yabing Zhao, Xun Xu, Mingshu Wang · International Journal of Hospitality Management · 2018 · 481 citations · Full text

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Artificial intelligence’s impact on hospitality and tourism marketing: exploring key themes and addressing challenges

Jacques Bulchand‐Gidumal, Eduardo William Secin, Peter O’Connor et al. · Current Issues in Tourism · 2023 · 312 citations · Full text

, , +16

Prediction of energy consumption in hotel buildings via support vector machines

Minglei Shao, Xin Wang, Zhen Bu et al. · Sustainable Cities and Society · 2020 · 265 citations

, , +16

Predicting Hotel Demand Using Destination Marketing Organization’s Web Traffic Data

Yang Yang, Bing Pan, Haiyan Song · Journal of Travel Research · 2013 · 231 citations

, , +17

Forecasting Destination Weekly Hotel Occupancy with Big Data

Bing Pan, Yang Yang · Journal of Travel Research · 2016 · 224 citations

, , +17

1–5 of 60

Authors

159

  1. RL
    Rob Law

    Hong Kong Polytechnic University, Hong Kong SAR China

    5 publications · 200 citations

    5

    h-index

  2. BP
    Bing Pan

    College of Charleston, United States

    3 publications · 498 citations

    3

    h-index

  3. AG
    Anu G. Aggarwal

    University of Delhi, India

    2 publications · 89 citations

    2

    h-index

  4. AD
    Ana de Almeida

    Iscte – Instituto Universitário de Lisboa, Portugal

    2 publications · 109 citations

    2

    h-index

  5. LN
    Luís Nunes

    Iscte – Instituto Universitário de Lisboa, Portugal

    2 publications · 109 citations

    2

    h-index

1–5 of 159

Institutions

91

  1. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    7 h-index

    11 publications

    614 citations

  2. Pennsylvania State University

    State College, United States

    3 h-index

    5 publications

    474 citations

  3. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    4 publications

    136 citations

  4. University of Coimbra

    Coimbra, Portugal

    2 h-index

    3 publications

    177 citations

  5. University of Delhi

    New Delhi, India

    2 h-index

    4 publications

    178 citations

  6. Instituto de Telecomunicações

    Lisbon, Portugal

    2 h-index

    3 publications

    177 citations

  7. Universidad de Las Palmas de Gran Canaria

    Las Palmas de Gran Canaria, Spain

    2 h-index

    4 publications

    824 citations

  8. Universidad de Sevilla

    Seville, Spain

    2 h-index

    2 publications

    53 citations

1–8 of 91

Venues

  1. 5

    h-index

  2. 4

    h-index

  3. Journal of Travel & Tourism Marketing

    JTTM · 2 publications · 74 citations

    2

    h-index

  4. Applied Sciences

    2 publications · 48 citations

    2

    h-index

  5. Journal of Hospitality Marketing & Management

    JHMM · 2 publications · 78 citations

    2

    h-index

1–5