Concepedia

Cancellation Forecasting

Cancellation Forecasting is a predictive modeling technique used in revenue management systems to estimate the probability and volume of reservation cancellations within a given time horizon, distinguishing itself by specifically addressing demand-side uncertainty in capacity-controlled service industries.

22

Publications

832

Citations

59

Authors

37

Institutions

Publications per year

2017–2026

17

Parents

Publications

22

Using machine learning and big data for efficient forecasting of hotel booking cancellations

Sánchez Medina, Eleazar C-Sánchez · International Journal of Hospitality Management · 2020 · 100 citations

, , +17

Big Data in Hotel Revenue Management: Exploring Cancellation Drivers to Gain Insights Into Booking Cancellation Behavior

Nuno António, Ana de Almeida, Luís Nunes · Cornell Hospitality Quarterly · 2019 · 93 citations · Full text

, , +17

Forecasting cancellation rates for services booking revenue management using data mining

Dolores Romero Morales, Jingbo Wang · European Journal of Operational Research · 2009 · 93 citations

, , +16

Predicting hotel booking cancellations to decrease uncertainty and increase revenue

Nuno António, Ana de Almeida, Luís Nunes · Tourism & Management Studies · 2017 · 68 citations · Full text

, , +16

An Automated Machine Learning Based Decision Support System to Predict Hotel Booking Cancellations

Nuno António, Ana de Almeida, Luís Nunes · Data Science Journal · 2019 · 62 citations · Full text

, , +17

1–5 of 22

Authors

59

  1. LN
    Luís Nunes

    Iscte – Instituto Universitário de Lisboa, Portugal

    5 publications · 283 citations

    5

    h-index

  2. NA
    Nuno António

    Universidade Nova de Lisboa, Portugal

    5 publications · 283 citations

    5

    h-index

  3. AD
    Ana de Almeida

    Iscte – Instituto Universitário de Lisboa, Portugal

    5 publications · 283 citations

    5

    h-index

  4. EC
    Eleazar C-Sánchez

    Universidad de Las Palmas de Gran Canaria, Spain

    2 publications · 135 citations

    2

    h-index

  5. HZ
    Hui Zhao

    National University of Singapore, Singapore

    2 publications · 53 citations

    2

    h-index

1–5 of 59

Institutions

37

  1. Iscte – Instituto Universitário de Lisboa

    Lisbon, Portugal

    5 h-index

    16 publications

    917 citations

  2. Instituto de Telecomunicações

    Lisbon, Portugal

    5 h-index

    9 publications

    523 citations

  3. University of Coimbra

    Coimbra, Portugal

    2 h-index

    3 publications

    229 citations

  4. Universidad de Las Palmas de Gran Canaria

    Las Palmas de Gran Canaria, Spain

    2 h-index

    4 publications

    270 citations

  5. National University of Singapore

    Singapore, Singapore

    2 h-index

    5 publications

    133 citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    132 citations

  7. Nanjing University of Science and Technology

    Nanjing, China

    2 h-index

    2 publications

    53 citations

  8. Sichuan University

    Chengdu, China

    1 h-index

    5 publications

    260 citations

1–8 of 37

Venues

  1. 2

    h-index

  2. Tourism & Management Studies

    2 publications · 85 citations

    2

    h-index

  3. Tourism Management Perspectives

    1 publications · 35 citations

    1

    h-index

  4. Journal of Hospitality and Tourism Technology

    JHTT · 1 publications · 20 citations

    1

    h-index

  5. Decision Support Systems

    1 publications · 52 citations

    1

    h-index

1–5