Dynamic temporal reinforcement learning and policy-enhanced LSTM for hotel booking cancellation prediction

QR Code

Dynamic temporal reinforcement learning and policy-enhanced LSTM for hotel booking cancellation prediction

The global tourism industry is expanding rapidly, making effective management of hotel booking cancellations crucial for improving service and efficiency. Existing models, based on static data assumptions and fixed parameters, fail to capture dynamic changes and temporal trends. Real-world cancellat...

Full description

Bibliographic Details
Published in:	PeerJ Computer Science
Main Author:	Xiao J.; Abidin S.Z.; Vermol V.V.; Gong B.
Format:	Article
Language:	English
Published:	PeerJ Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85211153139&doi=10.7717%2fpeerj-cs.2442&partnerID=40&md5=299dab8c7b50df1f26e005cba0294c08

Similar Items

Dynamic temporal reinforcement learning and policy-enhanced LSTM for hotel booking cancellation prediction
by: Xiao, et al.
Published: (2024)

Development and design of an intelligent home care system APP based on technology
by: Liu Y.; Abidin S.Z.; Vermol V.V.
Published: (2024)

Balancing typicality and novelty in ceramic design: A study on consumer aesthetic preferences
by: Wang L.; Abidin S.Z.; Vermol V.V.
Published: (2024)

The application of VR panoramic technology in B&B design strategies-taking the B&B in southern anhui as an example
by: Junhua X.; Abidin S.Z.; Vermol V.V.
Published: (2024)

The influence of third party website online reviews on hotel online booking intention
by: Zamri M.T.; Sulaiman S.A.N.; Rashidi M.M.M.; Azizan M.A.; Jamin A.; Akhuan N.M.; Wasilan N.H.M.
Published: (2016)

Navigating the digital travel landscape: understanding the role of technology readiness in OTAs acceptance and usage for hotel bookings
by: Azdel, et al.
Published: (2023)

Navigating the digital travel landscape: understanding the role of technology readiness in OTAs acceptance and usage for hotel bookings
by: Azdel A.A.; Awang K.W.; Yusof R.N.R.; Hanafiah M.H.
Published: (2024)

WATER QUALITY PREDICTION USING LSTM-RNN: A REVIEW
by: Jaffar A.; Thamrin N.M.; Ali M.S.A.M.; Misnan M.F.; Yassin A.I.M.
Published: (2022)

Exploring the Evolution and Challenges of Digital Media in the Cultural Value of Dunhuang Frescoes
by: Chen S.; Vermol V.V.; Ahmad H.
Published: (2024)

Cyclic redundancy check-aided successive cancellation-based polar decoders
by: Suhaimi H.; Mohamad R.; Ali D.M.; Abdullah E.
Published: (2023)

Series Motor Four Quadrants Drive DC Chopper Controllers Noise Cancellation
by: Sazali M.S.; Arof S.; Mawby P.; Arof H.; Noorsal E.
Published: (2023)

Understanding tourist mobile hotel booking behaviour: Incorporating perceived enjoyment and perceived price value in the modified Technology Acceptance Model
by: Mohamad M.A.; Radzi S.M.; Hanafiah M.H.
Published: (2021)

Conceptual labyrinth pattern design for ceramic stoneware art form
by: Jamil N.J.; Hamran N.; Vermol V.V.
Published: (2016)

Visual Art Accessibility and Art Experience for the Blind and Visually Impaired
by: Mohamad N.; Vermol V.V.; Anwar R.; Kaspin S.
Published: (2025)

Measurement of User Experience Preferences for Manipulation Modes in VR Human-Computer Interaction
by: Liu G.; Anwar R.B.; Vermol V.V.
Published: (2024)

Assessing quality of experience for manipulation modes in virtual reality interaction
by: Liu G.; Anwar R.B.; Vermol V.V.
Published: (2024)

Piano Teaching Action Recognition Based on LSTM
by: Sha R.; Tan B.
Published: (2024)

Federated learning-driven collaborative recommendation system for multi-modal art analysis and enhanced recommendations
by: Gong B.; Mahsan I.P.; Xiao J.
Published: (2024)

Federated learning-driven collaborative recommendation system for multi-modal art analysis and enhanced recommendations
by: Gong, et al.
Published: (2024)

Spatio Temporal Analysis of Water Quality at Tasek Bera
by: Mohd Nazri N.A.; Ismain S.H.A.; Foronda V.; Salleh S.A.; Abdullah M.F.
Published: (2024)

Understanding Ceramic Pattern Drawing System Based on Computer Artificial Intelligence Color Matching
by: Ting H.; Abidin S.Z.; Veto Vermol V.; Hassan O.H.
Published: (2023)

Sound Vibration Signal Enhancement for Bearing Fault Detection by Using Adaptive Filter: Adaptive Noise Canceling and Adaptive Line Enhancer
by: Sheikh Abdul Nasir S.M.F.; Abd Wahid K.A.; Farhan Saniman M.N.; Wan Muhammad W.M.; Abdul Rahim I.
Published: (2022)

Pedestrian detection using doppler radar and LSTM neural network
by: Azizi M.A.M.; Noh M.N.M.; Pasya I.; Yassin A.I.M.; Megat Ali M.S.A.
Published: (2020)

Three-phase Sn-based heterostructure nanoparticles anchored on N-doped graphene as a promising anode for lithium/sodium storage
by: Hu T.; Abidin S.Z.; Hasdinor Hassan O.; VetoVermol V.; Zhao X.
Published: (2024)

Spatio-Temporal Modelling of Noise Pollution
by: Napi N.N.L.M.; Zainal M.H.; Abdullah S.; Dom N.C.; Mansor A.A.; Ahmed A.N.; Ismail M.
Published: (2021)

LSTM-based Deep Learning Method for Excessive Neutral-to-ground Voltage (NTGV) Localization in Secondary Distribution Systems
by: Mahadan M.E.; Abidin A.F.; Yusoh M.A.T.M.; Ashar N.D.K.; Mustapa R.F.; Hairuddin M.A.
Published: (2024)

A signal processing based analysis and prediction of seizure onset in patients with epilepsy
by: Namazi H.; Kulish V.V.; Hussaini J.; Hussaini J.; Delaviz A.; Delaviz F.; Habibi S.; Ramezanpoor S.
Published: (2016)

Research on the Application of LSTM-SA-AdaBoost Hybrid Model in Stock Forecasting
by: Sun Y.; Mutalib S.; Omar N.; Huang M.
Published: (2023)

Children’s Perspective on Digital Picure Book: A Brief Analysis
by: Yang L.; Daimin G.
Published: (2023)

Engaging Literary Appreciation and Comprehension via a Big Book
by: Rawian R.; Yahaya M.F.; Sanjaya D.; Abdullah A.
Published: (2022)

Research on Teaching Mode of Art Design Specialty based on VR technology
by: Yang R.; Zainal Abidin S.; Veto Vermol V.
Published: (2023)

Spatio-temporal Analysis of Dengue Cases in Sabah
by: Kunasagran P.D.; Rahim S.S.S.A.; Jeffree M.S.; Atil A.; Hidrus A.; Mokti K.; Abd Rahim M.A.; Muyou A.J.; Mujin S.M.; Ali N.; Taib N.Md.; Zali S.M.I.R.M.; Dapari R.; Azhar Z.I.; Khoon K.T.
Published: (2023)

Predicting organizational citizenship behavior through psychological ownership and job satisfaction in four-star hotels
by: Dewi I.G.A.M.; Riana I.G.; Kasuma J.; McGuinness E.; Maria S.; Darma D.C.
Published: (2021)

Rainfall Nowcasting: A Convolutional LSTM Approach with Various Grayscale Representations of Weather Radar Images
by: Majang B.C.; Zaini N.; Mazalan L.; Latip M.F.A.
Published: (2023)

Enhanced Load Forecasting Using CNN-BiLSTM Models in University Buildings with Solar PV
by: Ahmad M.Z.; Dahlan N.Y.; Yasin Z.M.
Published: (2024)

COVID-19 classification using CNN-BiLSTM based on chest X-ray images
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumila L.; Setumin S.
Published: (2023)

Scenario-driven of system dynamics prediction trend for traffic congestion in urban area
by: Abidin N.Z.; Alwi A.; Ahmarofi A.; Karim K.N.
Published: (2023)

Multifractal properties of temporal rainfall series in peninsular Malaysia
by: Saad S.M.; Ismail N.
Published: (2020)

Motivation in reading Arabic literature books among students of kelantan religious schools
by: Yusoff M.S.A.; Wan Mohamed W.N.
Published: (2020)

Usability evaluation of personalized digital memory book for alzheimer’s patient (my-MOBAL)
by: Abu Hashim-de Vries A.H.; Ismail M.; Mohamed A.; Subramaniam P.
Published: (2020)