{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T18:23:08Z","timestamp":1763749388975,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031736162"},{"type":"electronic","value":"9783031736179"}],"license":[{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-73617-9_31","type":"book-chapter","created":{"date-parts":[[2024,12,19]],"date-time":"2024-12-19T09:21:37Z","timestamp":1734600097000},"page":"401-412","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["An Integrated Framework Utilizing Hybrid LDA and BERT for Enhanced Hotel Recommendation Systems"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1601-826X","authenticated-orcid":false,"given":"Neha","family":"Bhende","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0001-2091-3507","authenticated-orcid":false,"given":"R.","family":"Madhumita","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0009-3082-6616","authenticated-orcid":false,"given":"R.","family":"Ishwarya","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5849-892X","authenticated-orcid":false,"given":"S.","family":"Senthamizh Selvi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,12,20]]},"reference":[{"key":"31_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114324","volume":"167","author":"Z Abbasi-Moud","year":"2021","unstructured":"Abbasi-Moud, Z., Vahdat-Nejad, H., Sadri, J.: Tourism recommendation system based on semantic clustering and sentiment analysis. Expert Syst. Appl. 167, 114324 (2021). https:\/\/doi.org\/10.1016\/j.eswa.2020.114324","journal-title":"Expert Syst. Appl."},{"key":"31_CR2","doi-asserted-by":"publisher","unstructured":"Alrasheed, H., Alzeer, A., Alhowimel, A., shameri, N., Althyabi, A.: A multi-level tourism destination recommender system. Procedia Comput. Sci. 170, 333\u2013340 (2020). https:\/\/doi.org\/10.1016\/j.procs.2020.03.047","DOI":"10.1016\/j.procs.2020.03.047"},{"key":"31_CR3","doi-asserted-by":"publisher","unstructured":"Bouabdallaoui, I., Guerouate, F., Sbihi, M.: Combination of genetic algorithms and K-means for a hybrid topic modeling: tourism use case. Evol. Intell. (2023). https:\/\/doi.org\/10.1007\/s12065-023-00863-x","DOI":"10.1007\/s12065-023-00863-x"},{"key":"31_CR4","doi-asserted-by":"publisher","unstructured":"Channarong, C., Paosirikul, C., Maneeroj, S., Takasu, A.: HybridBERT4Rec: a hybrid (content-based filtering and collaborative filtering) recommender system based on BERT. IEEE Access (2022). https:\/\/doi.org\/10.1109\/access.2022.3177610","DOI":"10.1109\/access.2022.3177610"},{"key":"31_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhm.2020.102676","volume":"91","author":"K Ding","year":"2020","unstructured":"Ding, K., Choo, W.C., Ng, K.Y., Ng, S.I.: Employing structural topic modelling to explore perceived service quality attributes in Airbnb accommodation. Int. J. Hosp. Manag. 91, 102676 (2020). https:\/\/doi.org\/10.1016\/j.ijhm.2020.102676","journal-title":"Int. J. Hosp. Manag."},{"key":"31_CR6","doi-asserted-by":"publisher","unstructured":"Gupta, R.K., Agarwalla, R., Naik, B.H., Evuri, J.R., Thapa, A., Singh, T.D.: Prediction of research trends using LDA based topic modeling. Glob. Transit. Proc. (2022). https:\/\/doi.org\/10.1016\/j.gltp.2022.03.015","DOI":"10.1016\/j.gltp.2022.03.015"},{"key":"31_CR7","doi-asserted-by":"publisher","unstructured":"Liu, N., Zhao, J.: Recommendation system based on deep sentiment analysis and matrix factorization. IEEE Access (2023). https:\/\/doi.org\/10.1109\/access.2023.3246060","DOI":"10.1109\/access.2023.3246060"},{"key":"31_CR8","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106935","volume":"98","author":"B Ray","year":"2021","unstructured":"Ray, B., Garain, A., Sarkar, R.: An ensemble-based hotel recommender system using sentiment analysis and aspect categorization of hotel reviews. Appl. Soft Comput. 98, 106935 (2021). https:\/\/doi.org\/10.1016\/j.asoc.2020.106935","journal-title":"Appl. Soft Comput."},{"key":"31_CR9","doi-asserted-by":"publisher","first-page":"52508","DOI":"10.1109\/access.2022.3175317","volume":"10","author":"M Rostami","year":"2022","unstructured":"Rostami, M., Oussalah, M., Farrahi, V.: A novel time-aware food recommender-system based on deep learning and graph clustering. IEEE Access 10, 52508\u201352524 (2022). https:\/\/doi.org\/10.1109\/access.2022.3175317","journal-title":"IEEE Access"},{"key":"31_CR10","doi-asserted-by":"publisher","unstructured":"Zhang, K., Wang, K., Wang, X., Jin, C., Zhou, A.: Hotel recommendation based on user preference analysis. In: International Conference on Data Engineering (2015). https:\/\/doi.org\/10.1109\/icdew.2015.7129564","DOI":"10.1109\/icdew.2015.7129564"},{"key":"31_CR11","unstructured":"Precision Score. https:\/\/bit.ly\/49vKS54"},{"key":"31_CR12","unstructured":"Recall. https:\/\/bit.ly\/3SSJWk9"}],"container-title":["IFIP Advances in Information and Communication Technology","Computer, Communication, and Signal Processing. Smart Solutions Towards SDG"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-73617-9_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,19]],"date-time":"2024-12-19T10:06:59Z","timestamp":1734602819000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-73617-9_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,20]]},"ISBN":["9783031736162","9783031736179"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-73617-9_31","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2024,12,20]]},"assertion":[{"value":"20 December 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCCSP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computer, Communication, and Signal Processing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chennai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 March 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 March 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icccsp2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icccsp.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}