Online commodity recommendation model for interaction between user ratings and intensity-weighted hierarchical sentiment: A case study of LYCOM
Author
Abstract
Suggested Citation
DOI: 10.1016/j.omega.2024.103161
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Park, Jaehun & Lee, Byung Kwon, 2021. "An opinion-driven decision-support framework for benchmarking hotel service," Omega, Elsevier, vol. 103(C).
- Guo, Qiaozhen & Chen, Ying-Ju & Huang, Wei, 2022. "Dynamic pricing of new experience products with dual-channel social learning and online review manipulations," Omega, Elsevier, vol. 109(C).
- Li, Hengyun & Hu, Mingming & Li, Gang, 2020. "Forecasting tourism demand with multisource big data," Annals of Tourism Research, Elsevier, vol. 83(C).
- Liu, Fan & Liao, Huchang & Al-Barakati, Abdullah, 2023. "Physician selection based on user-generated content considering interactive criteria and risk preferences of patients," Omega, Elsevier, vol. 115(C).
- Jia-Li Chang & Hui Li & Jian-Wu Bi, 2022. "Personalized travel recommendation: a hybrid method with collaborative filtering and social network analysis," Current Issues in Tourism, Taylor & Francis Journals, vol. 25(14), pages 2338-2356, July.
- Li, Hui & Wu, Dongdong, 2024. "Online investor attention and firm restructuring performance: Insights from an event-based DEA-Tobit model," Omega, Elsevier, vol. 122(C).
- Díaz, Raymundo & Fernández, Eduardo & Figueira, José-Rui & Navarro, Jorge & Solares, Efrain, 2023. "A new hierarchical multiple criteria ordered clustering approach as a complementary tool for sorting and ranking problems," Omega, Elsevier, vol. 117(C).
- Gao, Baojun & Li, Xiangge & Liu, Shan & Fang, Debin, 2018. "How power distance affects online hotel ratings: The positive moderating roles of hotel chain and reviewers’ travel experience," Tourism Management, Elsevier, vol. 65(C), pages 176-186.
- Yu, Joanne & Egger, Roman, 2021. "Color and engagement in touristic Instagram pictures: A machine learning approach," Annals of Tourism Research, Elsevier, vol. 89(C).
- Heidary Dahooie, Jalil & Raafat, Romina & Qorbani, Ali Reza & Daim, Tugrul, 2021. "An intuitionistic fuzzy data-driven product ranking model using sentiment analysis and multi-criteria decision-making," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
- Wu, Xingli & Liao, Huchang, 2021. "Modeling personalized cognition of customers in online shopping," Omega, Elsevier, vol. 104(C).
- Phillips, Paul & Zigan, Krystin & Santos Silva, Maria Manuela & Schegg, Roland, 2015. "The interactive effects of online reviews on the determinants of Swiss hotel performance: A neural network analysis," Tourism Management, Elsevier, vol. 50(C), pages 130-141.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Zhou, Chi & Bai, Danyang & Li, Tieshan & Yu, Jing, 2025. "Personalized recommendation, behavior-based pricing, or both? Examining privacy concerns from a cost perspective," Omega, Elsevier, vol. 133(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Liu, Fan & Liao, Huchang & Al-Barakati, Abdullah, 2023. "Physician selection based on user-generated content considering interactive criteria and risk preferences of patients," Omega, Elsevier, vol. 115(C).
- Ahani, Ali & Nilashi, Mehrbakhsh & Yadegaridehkordi, Elaheh & Sanzogni, Louis & Tarik, A. Rashid & Knox, Kathy & Samad, Sarminah & Ibrahim, Othman, 2019. "Revealing customers’ satisfaction and preferences through online review analysis: The case of Canary Islands hotels," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 331-343.
- Pu, Zhongmin & Xu, Zeshui & Zhang, Chenxi & Zeng, Xiao-Jun & Gan, Weidong, 2025. "An online review-driven two-stage hotel recommendation model considering customers’ risk attitudes and personalized preferences," Omega, Elsevier, vol. 131(C).
- Shan, Wei & Wang, Jiaxuan & Shi, Xiaoxiao & David Evans, Richard, 2024. "The impact of electronic word-of-mouth on patients’ choices in online health communities: A cross-media perspective," Journal of Business Research, Elsevier, vol. 173(C).
- Yinfeng Du & Zhen-Song Chen & Jie Yang & Juan Antonio Morente-Molinera & Lu Zhang & Enrique Herrera-Viedma, 2023. "A Textual Data-Oriented Method for Doctor Selection in Online Health Communities," Sustainability, MDPI, vol. 15(2), pages 1-19, January.
- Raksmey Sann & Pei-Chun Lai & Hui-Chen Chang, 2020. "Does Culture of Origin Have an Impact on Online Complaining Behaviors? The Perceptions of Asians and Non-Asians," Sustainability, MDPI, vol. 12(5), pages 1-37, February.
- Li, Yijun & Guo, Mengzhuo & Kadziński, Miłosz & Zhang, Qingpeng & Xu, Chenxi, 2025. "Data-driven preference learning methods for sorting problems with multiple temporal criteria," European Journal of Operational Research, Elsevier, vol. 323(3), pages 918-937.
- Francisco Liébana-Cabanillas & Nidhi Singh & Zoran Kalinic & Elena Carvajal-Trujillo, 2021. "Examining the determinants of continuance intention to use and the moderating effect of the gender and age of users of NFC mobile payments: a multi-analytical approach," Information Technology and Management, Springer, vol. 22(2), pages 133-161, June.
- Kirillova, Ksenia, 2023. "A review of aesthetics research in tourism:," Annals of Tourism Research, Elsevier, vol. 100(C).
- Ángel Díaz-Pacheco & Rafael Guerrero-Rodríguez & Miguel Á. Álvarez-Carmona & Ansel Y. Rodríguez-González & Ramón Aranda, 2024. "Quantifying differences between UGC and DMO’s image content on Instagram using deep learning," Information Technology & Tourism, Springer, vol. 26(2), pages 293-329, June.
- Xingli Wu & Huchang Liao & Chonghui Zhang, 2024. "Importance-performance analysis to develop product/service improvement strategies through online reviews with reliability," Annals of Operations Research, Springer, vol. 342(3), pages 1905-1924, November.
- AU, Wai Ching Wilson & LIN, Pearl M.C. & CHI, Fiona, 2024. "Nudging with colors to promote electric vehicle rentals," Annals of Tourism Research, Elsevier, vol. 109(C).
- Doris Chenguang Wu & Shiteng Zhong & Richard T R Qiu & Ji Wu, 2022. "Are customer reviews just reviews? Hotel forecasting using sentiment analysis," Tourism Economics, , vol. 28(3), pages 795-816, May.
- Li, Hengyun & Guo, Honggang & Wang, Jianzhou & Wang, Yong & Wu, Chunying, 2025. "Tourism combination forecasting with swarm intelligence," Annals of Tourism Research, Elsevier, vol. 111(C).
- Yinrunjie Zhang & Decui Liang & Zeshui Xu, 2025. "Cross-platform hotel evaluation by aggregating multi-website consumer reviews with probabilistic linguistic term set and Choquet integral," Annals of Operations Research, Springer, vol. 348(1), pages 221-255, May.
- Liu, Han & Chen, Yuxiu & Hu, Mingming & Chen, Jason Li, 2025. "Forecast by mixed-frequency dynamic panel model," Annals of Tourism Research, Elsevier, vol. 110(C).
- Zhitang Li & Cuihua Zhang & Ruxia Lyu, 2025. "The developer’s optimal distribution strategy in the differentiated platform: the value of user feedback data and negotiation," Electronic Commerce Research, Springer, vol. 25(1), pages 553-593, February.
- Wang, Mingwei & Zhang, Junping & Liang, Decui, 2024. "Multi-period share pledging with sequential three-way proportion decision," Omega, Elsevier, vol. 127(C).
- Antonio Marsi & Emanuela Randon, 2021. "Tourist Tax and Ratings of Online Reviews," Working Papers wp1168, Dipartimento Scienze Economiche, Universita' di Bologna.
- Gökçe Candan & Merve Cengiz Toklu, 2024. "Evaluating security performances of EU countries in the context of sustainable development using fuzzy SMART and ARAS approaches," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 1645-1671, January.
More about this item
Keywords
Online commodity recommendation; Online reviews; Multi-attribute hierarchical emotion lexicon; Intuitionistic fuzzy set;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jomega:v:129:y:2024:i:c:s0305048324001269. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/375/description#description .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.